Paper Citation Record · LEDGER

Chain-of-Verification Reduces Hallucination in Large Language Models

As of 5 August 2026, this Paper Citation Record lists 100 of 264 outbound references and 46 inbound Pith citation observations for arXiv:2309.11495.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2309.11495 v2

Coverage vector

measured 100 of 264 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T01:06:49.811982Z

measured 146 of 146 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 46 of 46 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:38:42.338969Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

100 of 264 outbound references displayed

verified exact16
verified fuzzy60
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch20

External citation measurements

40
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation dc803108-2d8f-46dd-aba7-1080d45f39d7 · outbound

This paper cites Truth-o-meter: Collaborating with llm in fighting its hallucinations.

Chain-of-Verification Reduces Hallucination in Large Language Models Truth-o-meter: Collaborating with llm in fighting its hallucinations

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:12:16.303061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c3c442e1-9c42-489d-b2cb-f51aa5c858fd · outbound

This paper cites Rarr: Researching and revising what language models say, using language models.

Chain-of-Verification Reduces Hallucination in Large Language Models Rarr: Researching and revising what language models say, using language models

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.504770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0f0ba7b1-4d4c-46f0-aaba-bbb8bd647b69 · outbound

This paper cites Survey of hallucination in natural language generation.

Chain-of-Verification Reduces Hallucination in Large Language Models Survey of hallucination in natural language generation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.508655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c5759311-2379-4167-94e6-876adc341bf4 · outbound

This paper cites Multispanqa: A dataset for multi-span question answering.

Chain-of-Verification Reduces Hallucination in Large Language Models Multispanqa: A dataset for multi-span question answering

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.512398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f1c440f8-d4ab-4441-86d6-1c75d6b94e94 · outbound

This paper cites Reducing conversational agents’ overconfidence through linguistic calibration.

Chain-of-Verification Reduces Hallucination in Large Language Models Reducing conversational agents’ overconfidence through linguistic calibration

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.516087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 725a6e6d-9368-48bc-82a0-6ca84216d220 · outbound

This paper cites Training language models to follow instructions with human feedback.

Chain-of-Verification Reduces Hallucination in Large Language Models Training language models to follow instructions with human feedback

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.519133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b631111a-7c93-4c65-8917-e796cf19c2d2 · outbound

This paper cites Language models are unsupervised multitask learners.

Chain-of-Verification Reduces Hallucination in Large Language Models Language models are unsupervised multitask learners

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.522931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation adf0e1cd-e2f8-4a7e-8a94-005798be542d · outbound

This paper cites Measuring attribution in natural language generation models.

Chain-of-Verification Reduces Hallucination in Large Language Models Measuring attribution in natural language generation models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.525636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 425f373a-5e5b-4ce4-b136-f758c1956f37 · outbound

This paper cites Contrastive learning reduces hallucination in conversations.

Chain-of-Verification Reduces Hallucination in Large Language Models Contrastive learning reduces hallucination in conversations

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.528981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 17fd1e27-08e1-49e8-87c4-f0f8f5f7a010 · outbound

This paper cites Llama 2: Open foundation and fine-tuned chat models, 2023 b.

Chain-of-Verification Reduces Hallucination in Large Language Models Llama 2: Open foundation and fine-tuned chat models, 2023 b

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.532173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 951a4dd9-a34d-449b-88cb-48bf7ac5af3f · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Chain-of-Verification Reduces Hallucination in Large Language Models Chain-of-thought prompting elicits reasoning in large language models

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.535563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8555f39c-05ad-424a-83cd-2fb5f4791031 · outbound

This paper cites Decoupled Weight Decay Regularization.

Chain-of-Verification Reduces Hallucination in Large Language Models Decoupled Weight Decay Regularization

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-05-18T01:06:50.328154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a1c58cad-ef9a-480a-8728-ee1522c3bf85 · outbound

This paper cites 2022 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2022 , eprint=

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.538516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fa7da142-f53e-4d00-92b8-8ea112509cdc · outbound

This paper cites Conference on Empirical Methods in Natural Language Processing , year=.

Chain-of-Verification Reduces Hallucination in Large Language Models Conference on Empirical Methods in Natural Language Processing , year=

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.541741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 989c4031-3b32-4803-a561-67ae2d902623 · outbound

This paper cites 2022 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2022 , eprint=

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.544751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0ff2e446-d5f2-4dcb-87d5-cbf9c5e00bb1 · outbound

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Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.548267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2b9f9dec-a390-4f81-b2f2-981c5511d0cd · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.552576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fac2a282-a324-40b5-9cc5-2e1e0ea3747e · outbound

This paper cites 2020 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2020 , eprint=

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.555622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 172163fd-0e12-4c67-a9b8-8a1393aed631 · outbound

This paper cites 2021 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2021 , eprint=

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.558965Z

Source-reported events for the cited work

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Observation 34130494-a8cd-4db5-a159-f927e44fbd52 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Chain-of-Verification Reduces Hallucination in Large Language Models Training Verifiers to Solve Math Word Problems

Reference 56

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.386287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 89a52135-27cf-4014-abea-efa4bc4bee03 · outbound

This paper cites Thirty-Fourth AAAI Conference on Artificial Intelligence , year =.

Chain-of-Verification Reduces Hallucination in Large Language Models Thirty-Fourth AAAI Conference on Artificial Intelligence , year =

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.562737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation eae376a5-2307-49c5-8dd8-654f1afb12b0 · outbound

This paper cites Conference on Empirical Methods in Natural Language Processing , year=.

Chain-of-Verification Reduces Hallucination in Large Language Models Conference on Empirical Methods in Natural Language Processing , year=

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.566388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c9fd2cb4-2b74-428e-9b52-648df86bf01f · outbound

This paper cites doi: 10.18653/v1/n19-1421.

Chain-of-Verification Reduces Hallucination in Large Language Models doi: 10.18653/v1/n19-1421

Reference 59

Resolution: metadata mismatch; doi, observed 2026-05-18T01:06:50.136148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 41e9ae81-85e3-496d-84f4-8839edfbfbef · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.569343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fbd192d9-706f-470f-ba32-5c0208d8a25c · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.572352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5fbd60da-735b-4d73-84bf-b026baed876b · outbound

This paper cites 2022 , url=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2022 , url=

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.575351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e5045010-237a-45c6-bd3c-634fe142aca3 · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.578371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6c69363e-eaca-4f2a-baa7-c9fb243c5cf0 · outbound

This paper cites Proceedings of the international AAAI conference on web and social media , volume=.

Chain-of-Verification Reduces Hallucination in Large Language Models Proceedings of the international AAAI conference on web and social media , volume=

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.581409Z

Source-reported events for the cited work

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Observation c9b414d2-cb43-4c5e-90d4-f5146a83d14a · outbound

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Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.584137Z

Source-reported events for the cited work

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Observation 28b28bcc-2bc3-4ba4-8235-ffa663505b30 · outbound

This paper cites 2023 , howpublished =.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , howpublished =

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.586891Z

Source-reported events for the cited work

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Observation e23d99fb-a75d-48d2-a910-9743216b920e · outbound

This paper cites 2022 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2022 , eprint=

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.589590Z

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Observation f1d8f7e3-694e-4f2c-9882-6e8d0721394a · outbound

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Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.594885Z

Source-reported events for the cited work

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Observation 1369a16d-0e7e-46bb-8e74-037cc7096e78 · outbound

This paper cites The Eleventh International Conference on Learning Representations , year=.

Chain-of-Verification Reduces Hallucination in Large Language Models The Eleventh International Conference on Learning Representations , year=

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.598693Z

Source-reported events for the cited work

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Observation ce8899d9-f213-4e17-9aa5-4d9563bf9b88 · outbound

This paper cites 2022 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2022 , eprint=

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.601762Z

Source-reported events for the cited work

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Observation f005e6e0-a746-45fc-a851-09ce63664a17 · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 71

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b5bf5945-88cd-46b9-8505-8bf0fb5239cd · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.607752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5ba8674d-eada-4c00-9a35-6a9abb9f6e4c · outbound

This paper cites Hashimoto , title =.

Chain-of-Verification Reduces Hallucination in Large Language Models Hashimoto , title =

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.610648Z

Source-reported events for the cited work

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Observation 4c3959b5-ada4-496d-89cf-125f845db12c · outbound

This paper cites On Improving Summarization Factual Consistency from Natural Language Feedback.

Chain-of-Verification Reduces Hallucination in Large Language Models On Improving Summarization Factual Consistency from Natural Language Feedback

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.483170Z

Source-reported events for the cited work

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Observation 9ea5a9b9-d1e4-4d79-a8ce-6fd2b99f309c · outbound

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Chain-of-Verification Reduces Hallucination in Large Language Models EMNLP , year=

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.613766Z

Source-reported events for the cited work

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Observation fb393814-f987-450e-90b7-e88fc077fc5c · outbound

This paper cites ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language.

Chain-of-Verification Reduces Hallucination in Large Language Models ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language

Reference 76

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Source-reported events for the cited work

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Observation c999449d-fcd9-487f-86d0-d28e42677845 · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

Chain-of-Verification Reduces Hallucination in Large Language Models Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.617208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 16be05f8-772c-46dc-971c-96f70b6e5b98 · outbound

This paper cites Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning.

Chain-of-Verification Reduces Hallucination in Large Language Models Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.349451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 020921ab-d4fd-45a2-9956-ce986f10f1a5 · outbound

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Chain-of-Verification Reduces Hallucination in Large Language Models Unresolved cited work

Reference 79

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Source-reported events for the cited work

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Observation e26b6ac0-2aa0-4b27-a503-e4ea03e9507e · outbound

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Chain-of-Verification Reduces Hallucination in Large Language Models Adversarial

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.623364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1a2e4d47-88d5-487f-9e0e-d61623893a5b · outbound

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Chain-of-Verification Reduces Hallucination in Large Language Models News summarization and evaluation in the era of

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.626521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c757837e-37c9-4528-aad7-c502763a7650 · outbound

This paper cites an unresolved cited work.

Chain-of-Verification Reduces Hallucination in Large Language Models Unresolved cited work

Reference 82

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Source-reported events for the cited work

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Observation d8cc6414-3658-4a92-bb93-89c1961b3106 · outbound

This paper cites SocialIQA: Commonsense Reasoning about Social Interactions.

Chain-of-Verification Reduces Hallucination in Large Language Models SocialIQA: Commonsense Reasoning about Social Interactions

Reference 83

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.276662Z

Source-reported events for the cited work

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Observation 26cfae0c-229d-444e-b5f1-ac05a22836e0 · outbound

This paper cites BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.

Chain-of-Verification Reduces Hallucination in Large Language Models BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

Reference 84

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.291253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 96d02570-fee4-40c6-a2b7-5efcd13432fa · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Chain-of-Verification Reduces Hallucination in Large Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 85

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.309114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5e5c1015-d7e7-45cb-b199-c891a63f298c · outbound

This paper cites RACE: Large-scale ReAding Comprehension Dataset From Examinations.

Chain-of-Verification Reduces Hallucination in Large Language Models RACE: Large-scale ReAding Comprehension Dataset From Examinations

Reference 86

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.321282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 12c6b80d-0ca6-4a59-9934-f8d2275f9ddf · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

Chain-of-Verification Reduces Hallucination in Large Language Models HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 87

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.324700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 62565615-e5da-47fd-9c26-44ccd152bf5c · outbound

This paper cites Communications of the ACM , volume=.

Chain-of-Verification Reduces Hallucination in Large Language Models Communications of the ACM , volume=

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.632695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ce71bf27-a0e9-4a87-a551-62bde9dd61db · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

Chain-of-Verification Reduces Hallucination in Large Language Models TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 89

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.340504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5c2c2a2b-40a7-4a62-b698-771df9311b0e · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume=.

Chain-of-Verification Reduces Hallucination in Large Language Models Transactions of the Association for Computational Linguistics , volume=

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.636859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3908b0da-f4fa-407a-9828-c5fb1a92473e · outbound

This paper cites an unresolved cited work.

Chain-of-Verification Reduces Hallucination in Large Language Models Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-05-18T01:06:50.640449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1c92d103-afe7-40c6-9443-8016d59add23 · outbound

This paper cites Can we trust the evaluation on ChatGPT?.

Chain-of-Verification Reduces Hallucination in Large Language Models Can we trust the evaluation on ChatGPT?

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.474295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c7064123-fef0-4eb3-9bcb-cf4aa7cf8c3a · outbound

This paper cites and Stoica, Ion and Xing, Eric P.

Chain-of-Verification Reduces Hallucination in Large Language Models and Stoica, Ion and Xing, Eric P

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.643959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fab0e9cf-3f75-49b6-b91e-d67b2d7842ef · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.647266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 09d935f6-b970-43a6-8da3-25eab3643f36 · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.650752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9d77a738-0942-4cf0-84f5-8e39716251bc · outbound

This paper cites GitHub repository , howpublished =.

Chain-of-Verification Reduces Hallucination in Large Language Models GitHub repository , howpublished =

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.654363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ab3dd332-6b71-42cb-817e-d837df4d0732 · outbound

This paper cites Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs , abstractNote=.

Chain-of-Verification Reduces Hallucination in Large Language Models Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs , abstractNote=

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.658306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ba87a10b-2109-4ef4-a16c-6053a6a8083a · outbound

This paper cites 2022 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2022 , eprint=

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.661862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 836e72d8-b3b6-4c3c-a714-981b69033a63 · outbound

This paper cites 2022 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2022 , eprint=

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.665090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a4dd63a6-9332-4b68-8f25-a35aa8440a50 · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.668999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 54927930-1c41-4191-a9be-bde5d6c18d44 · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 101

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.672435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c8a7a48c-2318-48e5-9bca-8b4ffcd22c11 · outbound

This paper cites Distilling Reasoning Capabilities into Smaller Language Models.

Chain-of-Verification Reduces Hallucination in Large Language Models Distilling Reasoning Capabilities into Smaller Language Models

Reference 102

Resolution: verified exact; doi, observed 2026-05-18T01:06:50.003023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c79da33c-de33-4881-ac9d-bfa59662c674 · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 103

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.675755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b9353368-1352-4fc3-ae41-7d8371499a42 · outbound

This paper cites Automatic Generation of Socratic Subquestions for Teaching Math Word Problems.

Chain-of-Verification Reduces Hallucination in Large Language Models Automatic Generation of Socratic Subquestions for Teaching Math Word Problems

Reference 104

Resolution: verified exact; doi, observed 2026-05-18T01:06:50.016857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 27efedfa-e4f9-400e-865c-b944bfda53b3 · outbound

This paper cites 2023 , eprint=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , eprint=

Reference 105

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.679249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b9f9cd1d-e69e-42ac-9b6c-6b559fda4648 · outbound

This paper cites FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios.

Chain-of-Verification Reduces Hallucination in Large Language Models FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios

Reference 106

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.358022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 36229523-cdfc-4fcb-a562-f2e2cc8b3aca · outbound

This paper cites Do Language Models Know When They're Hallucinating References?.

Chain-of-Verification Reduces Hallucination in Large Language Models Do Language Models Know When They're Hallucinating References?

Reference 107

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.366923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d33c076c-564a-47a8-8a74-47a5e84a28ce · outbound

This paper cites Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback.

Chain-of-Verification Reduces Hallucination in Large Language Models Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

Reference 108

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.372507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 17694d0d-5159-4050-9883-4d9331d3da1b · outbound

This paper cites Active Retrieval Augmented Generation.

Chain-of-Verification Reduces Hallucination in Large Language Models Active Retrieval Augmented Generation

Reference 109

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.377207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8e9ee654-4e68-46e1-b955-6d980a3c2231 · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume=.

Chain-of-Verification Reduces Hallucination in Large Language Models Transactions of the Association for Computational Linguistics , volume=

Reference 110

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.682888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d6b58455-07b6-41e0-9ce1-0e3b620de80b · outbound

This paper cites Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback.

Chain-of-Verification Reduces Hallucination in Large Language Models Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback

Reference 111

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.391261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cfbab035-ce81-49c1-b384-6eb72c13d3ca · outbound

This paper cites SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models.

Chain-of-Verification Reduces Hallucination in Large Language Models SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models

Reference 112

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.400409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 840b5273-490c-4b8d-accf-2ec1deab16a4 · outbound

This paper cites 2023 , publisher=.

Chain-of-Verification Reduces Hallucination in Large Language Models 2023 , publisher=

Reference 113

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.686034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation addbfffe-70cb-436c-bb94-2400e8ecc0eb · outbound

This paper cites Computational Linguistics , pages=.

Chain-of-Verification Reduces Hallucination in Large Language Models Computational Linguistics , pages=

Reference 114

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.689534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fdde8df5-7a3c-4133-ac82-faccc90ba7f2 · outbound

This paper cites A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation.

Chain-of-Verification Reduces Hallucination in Large Language Models A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation

Reference 115

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.493171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0b87e440-1cb6-43c6-9c52-2e5a364ba272 · outbound

This paper cites Fine-Grained Human Feedback Gives Better Rewards for Language Model Training.

Chain-of-Verification Reduces Hallucination in Large Language Models Fine-Grained Human Feedback Gives Better Rewards for Language Model Training

Reference 116

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:06:50.497640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 804599b7-79b0-4f30-ae69-2e46d41181b4 · outbound

This paper cites Improving Factuality of Abstractive Summarization via Contrastive Reward Learning.

Chain-of-Verification Reduces Hallucination in Large Language Models Improving Factuality of Abstractive Summarization via Contrastive Reward Learning

Reference 117

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.202525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bd63debb-2e2b-4947-8156-bea3dc10c11f · outbound

This paper cites Inference-Time Intervention: Eliciting Truthful Answers from a Language Model.

Chain-of-Verification Reduces Hallucination in Large Language Models Inference-Time Intervention: Eliciting Truthful Answers from a Language Model

Reference 118

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.218851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation af71ec64-599d-49d4-80bc-f97e7411c296 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Chain-of-Verification Reduces Hallucination in Large Language Models Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 119

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.692873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 76a40ae2-9ca3-422f-9a35-611d089d3818 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Chain-of-Verification Reduces Hallucination in Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 120

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.696714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 21264c7f-8e01-42af-8f34-3dd5905d68f7 · outbound

This paper cites Retrieval Augmentation Reduces Hallucination in Conversation.

Chain-of-Verification Reduces Hallucination in Large Language Models Retrieval Augmentation Reduces Hallucination in Conversation

Reference 121

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:06:50.254331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9c54df4c-04be-4b85-ac2a-cf2a2adce5db · outbound

This paper cites Teaching language models to support answers with verified quotes.

Chain-of-Verification Reduces Hallucination in Large Language Models Teaching language models to support answers with verified quotes

Reference 122

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.260491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8c4fd8c0-2f83-48d0-b9ee-5c4bd497823e · outbound

This paper cites Recipes for building an open-domain chatbot.

Chain-of-Verification Reduces Hallucination in Large Language Models Recipes for building an open-domain chatbot

Reference 123

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:06:50.265851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4a4a0e2f-d0bc-415c-aaae-513e80d2e3b2 · outbound

This paper cites How Language Model Hallucinations Can Snowball.

Chain-of-Verification Reduces Hallucination in Large Language Models How Language Model Hallucinations Can Snowball

Reference 124

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.271292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9d26d128-bdc9-4a21-a9b6-bc0ca5104c11 · outbound

This paper cites ACM Computing Surveys , volume=.

Chain-of-Verification Reduces Hallucination in Large Language Models ACM Computing Surveys , volume=

Reference 125

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:06:50.700399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f22a7b8b-debd-4a60-a748-2d5fe0b0eb6f · outbound

This paper cites On Faithfulness and Factuality in Abstractive Summarization.

Chain-of-Verification Reduces Hallucination in Large Language Models On Faithfulness and Factuality in Abstractive Summarization

Reference 126

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:06:50.281881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fc7e7947-3f82-4ad3-a97f-fe627f9ecc4c · outbound

This paper cites Deductive Verification of Chain-of-Thought Reasoning.

Chain-of-Verification Reduces Hallucination in Large Language Models Deductive Verification of Chain-of-Thought Reasoning

Reference 127

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.286739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b8682355-36b1-42cd-b779-a49f47d0fbb8 · outbound

This paper cites an unresolved cited work.

Chain-of-Verification Reduces Hallucination in Large Language Models Unresolved cited work

Reference 128

Resolution: unresolved; raw_fallback, observed 2026-05-18T01:12:16.340919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0778b04b-a2fa-402c-b39d-3f42ff8ba43b · outbound

This paper cites Towards a Human-like Open-Domain Chatbot.

Chain-of-Verification Reduces Hallucination in Large Language Models Towards a Human-like Open-Domain Chatbot

Reference 129

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:06:50.296137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ebacc9f8-92f6-4d61-bf76-f9860937064d · outbound

This paper cites Forward-Backward Reasoning in Large Language Models for Mathematical Verification.

Chain-of-Verification Reduces Hallucination in Large Language Models Forward-Backward Reasoning in Large Language Models for Mathematical Verification

Reference 130

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:06:50.300212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ef5e1c6f-cfa0-46d9-8416-16cca676e88c · outbound

This paper cites QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations.

Chain-of-Verification Reduces Hallucination in Large Language Models QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations

Reference 131

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.304787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a408fbe3-2125-4c71-8518-6e38914c83b3 · outbound

This paper cites Director: Generator-Classifiers For Supervised Language Modeling.

Chain-of-Verification Reduces Hallucination in Large Language Models Director: Generator-Classifiers For Supervised Language Modeling

Reference 132

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:12:16.338322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0ab96fcc-e229-4d6b-bc46-3f51ab1e6f1c · outbound

This paper cites LM vs LM: Detecting Factual Errors via Cross Examination.

Chain-of-Verification Reduces Hallucination in Large Language Models LM vs LM: Detecting Factual Errors via Cross Examination

Reference 133

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.314126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d2165dda-4bea-4ae5-a760-730ac6a002ac · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Chain-of-Verification Reduces Hallucination in Large Language Models Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 134

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:06:50.318083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 76b6e36e-369f-4c79-8933-98c2c2dd902d · outbound

This paper cites Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations.

Chain-of-Verification Reduces Hallucination in Large Language Models Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Reference 135

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:12:16.335344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation de458e5b-f340-429c-bb99-01b05c33f232 · outbound

This paper cites ACM SIGKDD Explorations Newsletter , volume=.

Chain-of-Verification Reduces Hallucination in Large Language Models ACM SIGKDD Explorations Newsletter , volume=

Reference 136

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:12:16.332631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation cbb018d9-194d-4d51-9732-ad48bef621e1 · inbound

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models cites this paper.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 50b9ddda-c696-41a0-9d8c-6bd076d567fa · inbound

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection cites this paper.

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0e2e732b-141c-46f6-96e4-d9fbd04f4f5a · inbound

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions cites this paper.

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 77

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4e48946b-e2cc-4b47-bb71-158908b7e930 · inbound

Retrieval-Augmented Generation for Large Language Models: A Survey cites this paper.

Retrieval-Augmented Generation for Large Language Models: A Survey Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 93

Resolution: verified exact; local_arxiv, observed 2026-05-24T05:13:57.162354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3be17f03-2a6f-4330-880b-039dd6739f60 · inbound

Hallucination is Inevitable: An Innate Limitation of Large Language Models cites this paper.

Hallucination is Inevitable: An Innate Limitation of Large Language Models Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1e38f368-b7b7-44c7-b968-824d9115711c · inbound

A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications cites this paper.

A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6ea290ab-7b3c-4691-9db6-61b8d19438b2 · inbound

Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs cites this paper.

Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b5f32681-62ec-42b4-b2a8-830be4e3a6ca · inbound

Social and Ethical Risks Posed by General-Purpose LLMs for Settling Newcomers in Canada cites this paper.

Social and Ethical Risks Posed by General-Purpose LLMs for Settling Newcomers in Canada Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-05-23T23:08:35.466845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3832d90e-5d67-41e2-88a8-f6a10eb55ce1 · inbound

Hallucinations are inevitable but can be made statistically negligible cites this paper.

Hallucinations are inevitable but can be made statistically negligible Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-23T02:42:25.823118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7ba8da34-f93d-4872-aa43-ed7a0aea1210 · inbound

Towards an AI co-scientist cites this paper.

Towards an AI co-scientist Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 221

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c632c921-d765-4a2e-9fb5-d1a80168cd6f · inbound

Building Task Bots with Self-learning for Enhanced Adaptability, Extensibility, and Factuality cites this paper.

Building Task Bots with Self-learning for Enhanced Adaptability, Extensibility, and Factuality Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:42.338969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adc21134-81c3-41c0-a250-ee289875f6fd · inbound

Beyond ROUGE: N-Gram Subspace Features for LLM Hallucination Detection cites this paper.

Beyond ROUGE: N-Gram Subspace Features for LLM Hallucination Detection Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T10:50:31.422355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff9985bf-5cb7-4e9c-93ff-e82ef06e04a8 · inbound

Cross-Layer Attention Probing for Fine-Grained Hallucination Detection cites this paper.

Cross-Layer Attention Probing for Fine-Grained Hallucination Detection Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T10:18:02.879922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8af8d0a2-c3d7-4e12-a116-b37defb9d0ff · inbound

Perceive, Verify and Understand Long Video: Multi-Granular Perception and Active Verification via Interactive Agents cites this paper.

Perceive, Verify and Understand Long Video: Multi-Granular Perception and Active Verification via Interactive Agents Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-18T12:41:22.609507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7962eca1-f6b0-413c-8fcd-7a133f8ae6f7 · inbound

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents cites this paper.

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 85c70511-ed8c-4258-9462-ea17f58cd7c2 · inbound

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents cites this paper.

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T16:38:32.879132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01a66980-d5ea-4656-9fa3-c79d9658d635 · inbound

Hallucination Detection and Evaluation of Large Language Model cites this paper.

Hallucination Detection and Evaluation of Large Language Model Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b79135d3-4843-4b65-adb9-7a8de09bccfc · inbound

Profile-Then-Reason: Bounded Semantic Complexity for Tool-Augmented Language Agents cites this paper.

Profile-Then-Reason: Bounded Semantic Complexity for Tool-Augmented Language Agents Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 74f9324e-c4ab-47f3-b569-c47077c3d7d9 · inbound

Distributional Open-Ended Evaluation of LLM Cultural Value Alignment Based on Value Codebook cites this paper.

Distributional Open-Ended Evaluation of LLM Cultural Value Alignment Based on Value Codebook Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T20:48:19.312615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c772a71-01a5-42b5-aeaa-e931eee91979 · inbound

Illocutionary Explanation Planning for Source-Faithful Explanations in Retrieval-Augmented Language Models cites this paper.

Illocutionary Explanation Planning for Source-Faithful Explanations in Retrieval-Augmented Language Models Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d40ff8ae-38ae-4fad-bcf3-668ea42ed403 · inbound

Reducing Hallucination in Enterprise AI Workflows via Hybrid Utility Minimum Bayes Risk (HUMBR) cites this paper.

Reducing Hallucination in Enterprise AI Workflows via Hybrid Utility Minimum Bayes Risk (HUMBR) Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4eb4ff33-14b1-42b6-a061-018bf7578c9d · inbound

Credo: Declarative Control of LLM Pipelines via Beliefs and Policies cites this paper.

Credo: Declarative Control of LLM Pipelines via Beliefs and Policies Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a171c848-3b23-44d7-84a0-b5e6433ac645 · inbound

Answer Only as Precisely as Justified: Calibrated Claim-Level Specificity Control for Agentic Systems cites this paper.

Answer Only as Precisely as Justified: Calibrated Claim-Level Specificity Control for Agentic Systems Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f97ff0cd-9065-49c6-8bd6-e935f53a1a30 · inbound

Answer Only as Precisely as Justified: Calibrated Claim-Level Specificity Control for Agentic Systems cites this paper.

Answer Only as Precisely as Justified: Calibrated Claim-Level Specificity Control for Agentic Systems Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-20T23:59:15.258219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d3956153-7c0a-4f3f-a7ca-d20e492b3cdd · inbound

Four-Axis Decision Alignment for Long-Horizon Enterprise AI Agents cites this paper.

Four-Axis Decision Alignment for Long-Horizon Enterprise AI Agents Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6f96d642-3b43-4753-8dc2-2147b0053d0c · inbound

HalluScan: A Systematic Benchmark for Detecting and Mitigating Hallucinations in Instruction-Following LLMs cites this paper.

HalluScan: A Systematic Benchmark for Detecting and Mitigating Hallucinations in Instruction-Following LLMs Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation aaacf872-a85a-45e0-94b0-7c0a8a243746 · inbound

HalluScan: A Systematic Benchmark for Detecting and Mitigating Hallucinations in Instruction-Following LLMs cites this paper.

HalluScan: A Systematic Benchmark for Detecting and Mitigating Hallucinations in Instruction-Following LLMs Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 37

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T06:50:27.976368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0c69be3b-f060-4544-96ce-42208840be27 · inbound

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations cites this paper.

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 116

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:06:50.701847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c6f435b9-6eab-447f-ace3-63a98b8f1fe1 · inbound

Verify-Gated Completion as Admission Control in a Governed Multi-Agent Runtime: A Bounded Architecture Case Study cites this paper.

Verify-Gated Completion as Admission Control in a Governed Multi-Agent Runtime: A Bounded Architecture Case Study Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T09:28:10.112134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a0cf07e5-a31c-45fe-891b-4904cadc562e · inbound

Verify-Gated Completion as Admission Control in a Governed Multi-Agent Runtime: A Bounded Architecture Case Study cites this paper.

Verify-Gated Completion as Admission Control in a Governed Multi-Agent Runtime: A Bounded Architecture Case Study Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-05-22T10:11:22.291518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1d12e464-8be1-4d73-8544-c6b71335c058 · inbound

Fine-Tuning Vision-Language Models for Understanding Current Damage and Scoring Priority with Quality Guard Agent cites this paper.

Fine-Tuning Vision-Language Models for Understanding Current Damage and Scoring Priority with Quality Guard Agent Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-06-30T11:54:38.328727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 85513b48-d5cf-40da-bf56-f1f8fbe614b2 · inbound

Risk-aware Selective Prompting for Hallucination Mitigation in Large Vision-Language Models cites this paper.

Risk-aware Selective Prompting for Hallucination Mitigation in Large Vision-Language Models Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T13:13:27.178884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0417c235-66b6-44a6-b570-a0095f9cdd6d · inbound

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems cites this paper.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 26

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T23:06:19.960172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 95373a31-76b9-4adf-8e63-019041e2b79c · inbound

The Self-Correction Illusion: Role Relabeling Gates Explicit Error Flagging in Large Language Models cites this paper.

The Self-Correction Illusion: Role Relabeling Gates Explicit Error Flagging in Large Language Models Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T13:16:58.992546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 143238b9-4f91-4665-998e-b99c73b2c30b · inbound

Evaluating Hallucinations in Domain-Adapted Large Language Models cites this paper.

Evaluating Hallucinations in Domain-Adapted Large Language Models Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-07-05T17:21:17.967525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c9cb8e64-f963-4f44-a2ff-b2c1b4f46161 · inbound

Denoising Iterative Self-Correction: Structured Verification Loops for Reliable LLM Reasoning cites this paper.

Denoising Iterative Self-Correction: Structured Verification Loops for Reliable LLM Reasoning Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T06:59:37.850497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4a285326-b35d-4af2-aa2f-d580aa33270f · inbound

Only Ask What You Don't Know: Grounded Delta Planning for Efficient Multi-step RAG cites this paper.

Only Ask What You Don't Know: Grounded Delta Planning for Efficient Multi-step RAG Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 36

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T09:19:44.016570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9bd75636-5dec-42fc-80db-a3c076f2eb22 · inbound

An Approach for a Supporting Multi-LLM System for Automated Certification Based on the German IT-Grundschutz cites this paper.

An Approach for a Supporting Multi-LLM System for Automated Certification Based on the German IT-Grundschutz Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-04T20:00:08.722479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 901474cb-7e78-499b-acf5-9ca24a183489 · inbound

Agent vs. Parametric World Models: Hybrid Planning for Reliable Language Agents cites this paper.

Agent vs. Parametric World Models: Hybrid Planning for Reliable Language Agents Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 70

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T19:23:54.333541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c41880a4-3b16-4df0-9dda-15fe20c21a0c · inbound

Agent vs. Parametric World Models: Hybrid Planning for Reliable Language Agents cites this paper.

Agent vs. Parametric World Models: Hybrid Planning for Reliable Language Agents Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 70

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T22:49:01.180399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9b7e82e1-1a07-4361-b435-2a65d895eb8b · inbound

Stop Hand-Holding Your Coding Agent: Engineering the Loops that Replace Step-by-Step Prompting cites this paper.

Stop Hand-Holding Your Coding Agent: Engineering the Loops that Replace Step-by-Step Prompting Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-02T20:47:22.202714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cf366fb3-360c-46fc-8726-3b40d43f6413 · inbound

TGMS: An Agent-Native Bi-Temporal Graph Management System cites this paper.

TGMS: An Agent-Native Bi-Temporal Graph Management System Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T13:04:26.996953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed1e63db-8bc2-4b87-b839-1f85efd1db53 · inbound

TGMS: An Agent-Native Bi-Temporal Graph Management System cites this paper.

TGMS: An Agent-Native Bi-Temporal Graph Management System Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T07:25:35.785755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03479534-2bcd-498c-aaef-850dee448192 · inbound

Cost-Pragmatic Quality Gating and Selection-Fusion Multi-Model Combiners for BioASQ Phases A+ and B cites this paper.

Cost-Pragmatic Quality Gating and Selection-Fusion Multi-Model Combiners for BioASQ Phases A+ and B Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:48.635069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b031c1cf-6e02-496c-b9a7-0dadf69039ef · inbound

Reliability Scales Inversely: Hallucinations Snowball Faster in Bigger Language Models cites this paper.

Reliability Scales Inversely: Hallucinations Snowball Faster in Bigger Language Models Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T09:19:47.402906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c39a1f5-c009-4c48-aa0b-92bc5e559101 · inbound

ConsistencyGate: Preventing Memory Contamination in LLM Agents via Self-Consistency Admission Control cites this paper.

ConsistencyGate: Preventing Memory Contamination in LLM Agents via Self-Consistency Admission Control Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T04:05:37.566433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.