Paper Citation Record · LEDGER

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

As of 13 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 100 inbound Pith citation observations for arXiv:2309.01219.

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

pith.paper-citation-record.v1
2309.01219 v3

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T14:21:16.453610Z

measured 130 of 130 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 100 of 212 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:30:48.867720Z

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

30 of 30 outbound references displayed

verified exact7
verified fuzzy4
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch19

External citation measurements

242
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation d84fe3e4-cad7-4bb8-9fc6-41793cf5e71c · outbound

This paper cites Instruction Mining: Instruction Data Selection for Tuning Large Language Models.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Instruction Mining: Instruction Data Selection for Tuning Large Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T14:21:16.542943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f0d98c41-0b07-479f-95c0-bef2bcfcfa56 · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models PaLM: Scaling Language Modeling with Pathways

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T14:21:16.484129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c2570ec0-c492-4270-bcd9-ab47e4fd51f0 · outbound

This paper cites DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T13:21:24.577996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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

This paper cites Chain-of-Verification Reduces Hallucination in Large Language Models.

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 2026-08-13T06:32:02.005865+00:00.

Observation 966b02fe-3bca-4994-ba40-4ab24cb0ea86 · outbound

This paper cites Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T14:21:16.498785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7b631a88-d2c9-490a-9809-daf757035df6 · outbound

This paper cites Detecting and Preventing Hallucinations in Large Vision Language Models.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Detecting and Preventing Hallucinations in Large Vision Language Models

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T14:21:16.502471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 540d2ff5-4e2f-48d6-b1aa-e35ddf968c97 · outbound

This paper cites Platypus: Quick, Cheap, and Powerful Refinement of LLMs.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Platypus: Quick, Cheap, and Powerful Refinement of LLMs

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T14:21:16.505976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1b8a7ea4-5e14-46da-97fd-56dc13bba444 · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T14:21:16.509455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3fdadcf7-d3de-481f-8c3a-0e2bf5f738ec · outbound

This paper cites Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T14:21:16.514238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 92f0be19-f331-403b-8196-c89c96ac4279 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T14:21:16.517753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b026cfde-7b34-484f-b25d-3718ec719051 · outbound

This paper cites Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T03:36:18.685087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 82ac14ed-b75e-41e2-b59c-f5c7959a32a8 · outbound

This paper cites FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-12T14:21:16.526217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 25da872f-0c21-4cb0-bf03-65477938364b · outbound

This paper cites InInternational Conference on Machine Learn- ing, pages 15817–15831.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models InInternational Conference on Machine Learn- ing, pages 15817–15831

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T14:21:16.584573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 41d2bc42-7d88-4982-b485-e79e96bdb45e · outbound

This paper cites Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T14:21:16.546625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5ffda2f2-a1a8-499c-a3e7-457aa5ce9703 · outbound

This paper cites InProceedings of the AAAI conference on artificial intelligence.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models InProceedings of the AAAI conference on artificial intelligence

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T14:21:16.589653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e7f781ea-8681-4bc6-be91-f3c5ff577dfd · outbound

This paper cites Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T14:21:16.550489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 30855016-4c27-45c9-8553-0374526cfef0 · outbound

This paper cites Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-12T14:21:16.553626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e439a415-c23d-4ea4-b6b6-614527497c72 · outbound

This paper cites Tool Learning with Foundation Models.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Tool Learning with Foundation Models

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T13:10:56.950164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3c289702-1c18-4c0a-ae4a-91c9d3980a42 · outbound

This paper cites Question Decomposition Improves the Faithfulness of Model-Generated Reasoning.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Question Decomposition Improves the Faithfulness of Model-Generated Reasoning

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T14:21:16.560622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4e89f0e4-c96e-4484-acf5-4a50a9cc4d05 · outbound

This paper cites Lynx: An Open Source Hallucination Evaluation Model.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Lynx: An Open Source Hallucination Evaluation Model

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T14:21:16.564519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bc18d01c-3c73-4e26-b1d9-181ba38da673 · outbound

This paper cites BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T14:21:16.567994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a5da24d0-d6b8-4bcb-a409-5cd6038a3c51 · outbound

This paper cites Trusting Your Evidence: Hallucinate Less with Context-aware Decoding.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Trusting Your Evidence: Hallucinate Less with Context-aware Decoding

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T14:21:16.572892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8ccaa869-5c0a-408a-bd59-de12fa918692 · outbound

This paper cites Editable Neural Networks.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Editable Neural Networks

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-12T14:21:16.576456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 30effa27-3b29-4e2f-948f-609ba2a7d1cd · outbound

This paper cites com/tatsu-lab/stanford_alpaca.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models com/tatsu-lab/stanford_alpaca

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T14:21:16.591691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 610b107d-c1df-44b9-a184-b34a4fe04389 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T14:21:16.581663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 45bac780-abc3-4ac0-b7a8-807648c83609 · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T14:21:16.530157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9ac2925f-6944-4cb0-91eb-cbb219a81f03 · outbound

This paper cites Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, et al.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, et al

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T14:21:16.587375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 970af71e-24c4-4a11-b177-24c90871cba4 · outbound

This paper cites Lost-in-the-Middle in Long-Text Generation: Synthetic Dataset, Evaluation Framework, and Mitigation.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Lost-in-the-Middle in Long-Text Generation: Synthetic Dataset, Evaluation Framework, and Mitigation

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-12T14:21:16.533951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 35c2ad39-65c9-4458-9aae-be911d451972 · outbound

This paper cites MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T14:21:16.537897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c781a3b8-e332-4632-8ca8-f7ec654ec293 · outbound

This paper cites PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts.

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-12T14:21:16.477948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation 8995bcb0-3a79-4cea-a36a-dc06fd9901a2 · inbound

A Survey of Hallucination in Large Foundation Models cites this paper.

A Survey of Hallucination in Large Foundation Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 150

Resolution: verified exact; local_arxiv, observed 2026-05-16T15:21:01.014798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 99be86de-593e-42e7-af7b-8847c6c6ecb0 · inbound

The Rise and Potential of Large Language Model Based Agents: A Survey cites this paper.

The Rise and Potential of Large Language Model Based Agents: A Survey Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 226

Resolution: verified exact; arxiv_id, observed 2026-05-12T14:21:16.592379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d2de1289-19e2-4ce6-b311-ab356ceee30b · inbound

Aligning Large Multimodal Models with Factually Augmented RLHF cites this paper.

Aligning Large Multimodal Models with Factually Augmented RLHF Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 33

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T17:58:17.777839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b6f0fb5e-fec6-4088-9504-0c681dd1a275 · inbound

HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models cites this paper.

HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 58

Resolution: verified exact; local_arxiv, observed 2026-05-17T01:22:04.205885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fa2b9557-27ee-4108-a085-cdcc9102115e · inbound

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

Retrieval-Augmented Generation for Large Language Models: A Survey Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-24T05:13:56.993185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 10cc1e7b-aa3c-4135-b7e9-3b0480b8f318 · inbound

A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models cites this paper.

A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 30

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T19:15:13.384007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2cdfd9c2-0824-44f1-a218-f1b9cdbf9fe6 · inbound

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

Hallucination is Inevitable: An Innate Limitation of Large Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-05-15T20:38:43.548172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 29bdbf94-9f23-443c-a431-b64ab9b43eba · inbound

Corrective Retrieval Augmented Generation cites this paper.

Corrective Retrieval Augmented Generation Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-12T14:21:16.592379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dafa4a12-4ea8-4082-be96-1b808bd349e0 · inbound

RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval cites this paper.

RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 132

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T13:07:16.433571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 33dfc00f-2d63-4cbe-b052-b329af0639c9 · inbound

A Survey on Hallucination in Large Vision-Language Models cites this paper.

A Survey on Hallucination in Large Vision-Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-05-13T22:10:10.264697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2a7a742d-aaba-4a74-a1c6-26a80c4c95b0 · inbound

Understanding the planning of LLM agents: A survey cites this paper.

Understanding the planning of LLM agents: A survey Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-05-13T18:12:57.651484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 391a17fa-d9e8-4a22-8fd7-2a7417a61977 · inbound

A Survey on the Memory Mechanism of Large Language Model based Agents cites this paper.

A Survey on the Memory Mechanism of Large Language Model based Agents Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 53

Resolution: verified exact; local_arxiv, observed 2026-05-15T07:21:39.840773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 58ef9ad9-b151-4aa9-8121-7a601cb76c01 · inbound

Hallucination of Multimodal Large Language Models: A Survey cites this paper.

Hallucination of Multimodal Large Language Models: A Survey Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 214

Resolution: verified exact; arxiv_id, observed 2026-05-12T14:21:16.592379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 65557f0e-82a2-4f91-b263-3e977187505e · inbound

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

Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 79

Resolution: verified exact; local_arxiv, observed 2026-05-18T00:52:02.597746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2414890f-1cd5-4c04-91aa-5300485032cf · inbound

Agentless: Demystifying LLM-based Software Engineering Agents cites this paper.

Agentless: Demystifying LLM-based Software Engineering Agents Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 113

Resolution: verified exact; arxiv_id, observed 2026-05-12T14:21:16.592379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3ab66958-7026-4140-9bbf-7418a8d19434 · inbound

MegaFake: A Theory-Driven Dataset of Fake News Generated by Large Language Models cites this paper.

MegaFake: A Theory-Driven Dataset of Fake News Generated by Large Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-23T21:33:28.528336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Large Language Model-Based Agents for Software Engineering: A Survey cites this paper.

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Reference 73

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Analyzing Multimodal Interaction Strategies for LLM-Assisted Manipulation of 3D Scenes cites this paper.

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Reference 41

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Reference 50

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Reference 21

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Do LLMs Understand Ambiguity in Text? A Case Study in Open-world Question Answering cites this paper.

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Reference 53

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Reference 9

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RV4Chatbot: Are Chatbots Allowed to Dream of Electric Sheep? Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 48

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Reference 49

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Reference 2

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mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 47

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ComViewer: An Interactive Visual Tool to Help Viewers Seek Social Support in Online Mental Health Communities cites this paper.

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Reference 73

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An Extensive Evaluation of Factual Consistency in Large Language Models for Data-to-Text Generation Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 45

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Observation ad0a8290-7809-4483-a237-5dab5501c263 · inbound

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Reference 31

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Observation aa87254f-02e2-4b8d-ad2a-cc71af4f3afe · inbound

Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge cites this paper.

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Reference 60

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Reference 75

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Unavailable: canonical work link unavailable.

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Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T21:13:44.175298Z

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Unavailable: canonical work link unavailable.

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Exploring What Why and How: A Multifaceted Benchmark for Causation Understanding of Video Anomaly cites this paper.

Exploring What Why and How: A Multifaceted Benchmark for Causation Understanding of Video Anomaly Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 85

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How Vision-Language Tasks Benefit from Large Pre-trained Models: A Survey cites this paper.

How Vision-Language Tasks Benefit from Large Pre-trained Models: A Survey Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 218

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Unavailable: canonical work link unavailable.

Observation ee61ae56-9cec-45a5-a3a1-141a955e0629 · inbound

Model-Editing-Based Jailbreak against Safety-aligned Large Language Models cites this paper.

Model-Editing-Based Jailbreak against Safety-aligned Large Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

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Unavailable: canonical work link unavailable.

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SuperCode: Sustainability PER AI-driven CO-DEsign Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 71

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Does Multiple Choice Have a Future in the Age of Generative AI? A Posttest-only RCT cites this paper.

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Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T16:12:45.127809Z

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Unavailable: canonical work link unavailable.

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Reference 50

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Jailbreaking? One Step Is Enough! Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 35

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Unavailable: canonical work link unavailable.

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LLM-based Discriminative Reasoning for Knowledge Graph Question Answering cites this paper.

LLM-based Discriminative Reasoning for Knowledge Graph Question Answering Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T13:56:26.583088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T13:05:44.104791Z

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Unavailable: canonical work link unavailable.

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NESA: Relational Neuro-Symbolic Static Program Analysis cites this paper.

NESA: Relational Neuro-Symbolic Static Program Analysis Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 17

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Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 44

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When Copilot Becomes Autopilot: Generative AI's Critical Risk to Knowledge Work and a Critical Solution cites this paper.

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Reference 83

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Unavailable: canonical work link unavailable.

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Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem Generation cites this paper.

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Reference 38

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Reference 72

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Pirates of the RAG: Adaptively Attacking LLMs to Leak Knowledge Bases Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-11T04:54:11.622757Z

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Unavailable: canonical work link unavailable.

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Hindsight Planner: A Closed-Loop Few-Shot Planner for Embodied Instruction Following cites this paper.

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Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Enhancing Entertainment Translation for Indian Languages using Adaptive Context, Style and LLMs Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 26

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Unavailable: canonical work link unavailable.

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Reference 49

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Unavailable: canonical work link unavailable.

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Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking cites this paper.

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Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T22:58:39.143670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-10T22:56:53.976241Z

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Unavailable: canonical work link unavailable.

Observation 5fc9d251-c3c3-443b-9108-0ac4c5b4d163 · inbound

Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking cites this paper.

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Reference 6

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Seeing with Partial Certainty: Conformal Prediction for Robotic Scene Recognition in Built Environments cites this paper.

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Reference 21

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Unavailable: canonical work link unavailable.

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RAG-WM: An Efficient Black-Box Watermarking Approach for Retrieval-Augmented Generation of Large Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 70

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Unavailable: canonical work link unavailable.

Observation acce277d-6424-4f90-86fa-0277613adb84 · inbound

Search-o1: Agentic Search-Enhanced Large Reasoning Models cites this paper.

Search-o1: Agentic Search-Enhanced Large Reasoning Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 79

Resolution: verified exact; local_arxiv, observed 2026-05-13T17:36:27.649613Z

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Observation 6662d97c-a6f1-472d-97f4-e9dc6bb259ac · inbound

Addressing the sustainable AI trilemma: a case study on LLM agents and RAG cites this paper.

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Reference 24

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Reference 242

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Unavailable: canonical work link unavailable.

Observation 099154dd-67b1-468d-b9b2-db0c17f8f439 · inbound

Human-AI Collaborative Game Testing with Vision Language Models cites this paper.

Human-AI Collaborative Game Testing with Vision Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-23T05:07:34.827198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fe8a8b84-3886-4aec-89ea-9975e9b20918 · inbound

Large Models in Dialogue for Active Perception and Anomaly Detection cites this paper.

Large Models in Dialogue for Active Perception and Anomaly Detection Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T13:36:47.035424Z

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Observation c58f55ae-d7f3-48b6-b15f-300934d1c5bb · inbound

RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects cites this paper.

RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval Defects Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 59

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Source-reported events for the cited work

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Mitigating Hallucinations in Large Vision-Language Models with Internal Fact-based Contrastive Decoding cites this paper.

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Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T16:50:15.220498Z

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Unavailable: canonical work link unavailable.

Observation 437cdbe8-7455-4c3c-9637-06e4cab89b3c · inbound

DeepRAG: Thinking to Retrieve Step by Step for Large Language Models cites this paper.

DeepRAG: Thinking to Retrieve Step by Step for Large Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 50

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Source-reported events for the cited work

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Observation f644b3c8-2efe-4c09-84d2-345b8f106a4c · inbound

Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models cites this paper.

Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

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LLMs to Support a Domain Specific Knowledge Assistant cites this paper.

LLMs to Support a Domain Specific Knowledge Assistant Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

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Observation 9d66712a-5958-4941-8d03-a888722fa0bc · inbound

Active Task Disambiguation with LLMs cites this paper.

Active Task Disambiguation with LLMs Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 61

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Observation aafb5e0d-3f5e-48b2-808e-102bdadcc9da · inbound

Linear Correlation in LM's Compositional Generalization and Hallucination cites this paper.

Linear Correlation in LM's Compositional Generalization and Hallucination Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T22:31:18.480386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc777fe-fce3-4e8b-ad25-2b4cbef40684 · inbound

Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy cites this paper.

Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T21:59:59.181939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30fba4ab-fe7e-43c0-94dc-2fdc3213f6fe · inbound

Humans Coexist, So Must Embodied Artificial Agents cites this paper.

Humans Coexist, So Must Embodied Artificial Agents Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 159

Resolution: unresolved; no resolver link, observed 2026-08-08T21:27:27.972778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a45b3ec9-555f-44b1-9dee-d33586636172 · inbound

Bridging the Safety Gap: A Guardrail Pipeline for Trustworthy LLM Inferences cites this paper.

Bridging the Safety Gap: A Guardrail Pipeline for Trustworthy LLM Inferences Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-08T10:23:06.302480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70eab4f7-7b0a-4e6d-aafa-6a576ad7f064 · inbound

MIH-TCCT: Mitigating Inconsistent Hallucinations in LLMs via Event-Driven Text-Code Cyclic Training cites this paper.

MIH-TCCT: Mitigating Inconsistent Hallucinations in LLMs via Event-Driven Text-Code Cyclic Training Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T23:19:36.751966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecdb45ca-25ff-465b-a348-f735e6442ea6 · inbound

Supervising the search process produces reliable and generalizable information-seeking agents cites this paper.

Supervising the search process produces reliable and generalizable information-seeking agents Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 97

Resolution: verified exact; local_arxiv, observed 2026-05-23T02:22:25.306302Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5178c1a7-b8a2-421a-8cd2-9af57f9894ab · inbound

AI Failures in the Eyes of the Downstream Developer: A First Look at Concerns, Practices, and Challenges cites this paper.

AI Failures in the Eyes of the Downstream Developer: A First Look at Concerns, Practices, and Challenges Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 120

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:15:13.100822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0efa8b6b-08f4-4b6f-a1ec-433f9142b586 · inbound

Teaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples cites this paper.

Teaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:05.181805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37a50d77-af27-4798-846f-3bcb4f856515 · inbound

Concept Incongruence: An Exploration of Time and Death in Role Playing cites this paper.

Concept Incongruence: An Exploration of Time and Death in Role Playing Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T15:31:31.719640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a429cb0a-f06b-4f48-8088-f8237f24b6f9 · inbound

Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs cites this paper.

Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:04:07.318671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0166a8af-3a9e-4bf1-b492-0413054aa0ef · inbound

O$^2$-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering cites this paper.

O$^2$-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T15:01:53.124339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7234766-8a0d-436a-8830-fa2b8793f0d3 · inbound

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding cites this paper.

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:29.578054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf1239fb-4081-4440-ab78-5176f4eabc48 · inbound

X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs cites this paper.

X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:13.385647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 917cdaee-6a98-400a-a4e8-d19bd3c8aa60 · inbound

GPT Editors, Not Authors: The Stylistic Footprint of LLMs in Academic Preprints cites this paper.

GPT Editors, Not Authors: The Stylistic Footprint of LLMs in Academic Preprints Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:17.679713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4574cc95-ba7d-417b-931c-51af450fc7d5 · inbound

SLearnLLM: A Self-Learning Framework for Efficient Domain-Specific Adaptation of Large Language Models cites this paper.

SLearnLLM: A Self-Learning Framework for Efficient Domain-Specific Adaptation of Large Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:50:06.224196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef1066c5-0362-41ec-986a-dd8f8f1a25de · inbound

Retrieval Augmented Generation-based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps cites this paper.

Retrieval Augmented Generation-based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:27.538073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 299dd98c-12c2-48c6-9e02-d5d3bd08dad8 · inbound

Meta-aware Learning in text-to-SQL Large Language Model cites this paper.

Meta-aware Learning in text-to-SQL Large Language Model Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:26:56.643153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29add7c6-66f6-47c0-907a-1f1c857c072f · inbound

Towards Harmonized Uncertainty Estimation for Large Language Models cites this paper.

Towards Harmonized Uncertainty Estimation for Large Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T14:25:22.533249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f74ab2c5-94ee-466d-aed3-1df50ab24ff3 · inbound

ChartLens: Fine-grained Visual Attribution in Charts cites this paper.

ChartLens: Fine-grained Visual Attribution in Charts Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:25.408686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b637f6d-e88b-482f-ba61-a89b31c54a7b · inbound

Improving Recommendation Fairness without Sensitive Attributes Using Multi-Persona LLMs cites this paper.

Improving Recommendation Fairness without Sensitive Attributes Using Multi-Persona LLMs Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:44.420963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3de61cab-c16a-4aaf-861b-871134c7d175 · inbound

KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing cites this paper.

KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T14:02:12.906851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9be49e5f-b258-4b4c-bb12-fdbabba3e646 · inbound

Iterative Corpus Refinement for Materials Property Prediction Based on Scientific Texts cites this paper.

Iterative Corpus Refinement for Materials Property Prediction Based on Scientific Texts Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:31:26.583855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7486531b-8c28-4045-8893-c96700d58450 · inbound

Xinyu AI Search: Enhanced Relevance and Comprehensive Results with Rich Answer Presentations cites this paper.

Xinyu AI Search: Enhanced Relevance and Comprehensive Results with Rich Answer Presentations Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T13:26:11.618315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3103c4f0-5a8e-4ec4-a247-fa4dae04f476 · inbound

How Does Response Length Affect Long-Form Factuality cites this paper.

How Does Response Length Affect Long-Form Factuality Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:38.647700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad1ecc21-2d23-4dd6-aa68-1e4feb5640aa · inbound

Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs cites this paper.

Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:41.155985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3038312e-e967-49c5-a8a6-e120f76914d7 · inbound

RAGPPI: RAG Benchmark for Protein-Protein Interactions in Drug Discovery cites this paper.

RAGPPI: RAG Benchmark for Protein-Protein Interactions in Drug Discovery Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:24:26.323698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 910acb8f-cf93-4807-8f8f-5cc73ee851c0 · inbound

LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generations cites this paper.

LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generations Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-19T12:47:18.003614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 89bcc0fb-2a53-424d-a15d-7807a4d7c117 · inbound

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs cites this paper.

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T12:34:07.972815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d79d1eb8-7a70-4ca9-843e-f76094eafb6d · inbound

GPR: Empowering Generation with Graph-Pretrained Retriever cites this paper.

GPR: Empowering Generation with Graph-Pretrained Retriever Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:01.928369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f993c9b8-b98a-42e3-aa02-9599471cee73 · inbound

OntoRAG: Enhancing Question-Answering through Automated Ontology Derivation from Unstructured Knowledge Bases cites this paper.

OntoRAG: Enhancing Question-Answering through Automated Ontology Derivation from Unstructured Knowledge Bases Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:04:25.983918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97c05ce5-4dd0-43e2-83db-4ee67f0a46ce · inbound

Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments cites this paper.

Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:03:20.623548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.