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Paper Citation Record · LEDGER

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification

As of 17 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2608.12877.

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

pith.paper-citation-record.v1
2608.12877 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:31:49.698639Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

66 of 66 outbound references displayed

  • verified exact0
  • verified fuzzy25
  • unresolved32
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation be8f4535-ee34-4c03-bf79-8f74a2826a14 · outbound

This paper cites , title =.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification , title =

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.509816Z digest=sha256:843f2048895ec88d889669c155bda421006d3ad37ce4b16a6800828465e84aff

Observation 7d7e747b-fedc-41f7-8814-7964cf382d4e · outbound

This paper cites Nature , volume =.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Nature , volume =

Reference 2

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no resolver link, observed 2026-08-15T21:31:49.513577Z

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source=arxiv_source observed=2026-08-15T21:31:49.513577Z digest=sha256:3164a52f9f14aabb54109c9c8c9fe28a990806385e1a20f00e967794284e5dca

Observation 3925c326-f9fa-4d8b-82c7-0478c752f3f2 · outbound

This paper cites Proceedings of the 10th European Conference on Artificial Intelligence (ECAI) , pages =.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Proceedings of the 10th European Conference on Artificial Intelligence (ECAI) , pages =

Reference 3

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no resolver link, observed 2026-08-15T21:31:49.516616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.516616Z digest=sha256:04d962890359dcf9d0ba5b09d8f0de98bebed5a71234998a98fb7d1e44f46fb9

Observation 6105144e-fe4a-4fdc-8a3d-bac8cb9afe37 · outbound

This paper cites Artificial Intelligence , volume =.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Artificial Intelligence , volume =

Reference 4

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no resolver link, observed 2026-08-15T21:31:49.519720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.519720Z digest=sha256:8f297382525ebdbb2de8524a8ae22225f75a50beb3c4f5276b5d6db440a0f075

Observation 563269c6-5ac2-478a-836f-30375e1e1f4f · outbound

This paper cites The Entropy Formula for the.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification The Entropy Formula for the

Reference 5

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no resolver link, observed 2026-08-15T21:31:49.522656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.522656Z digest=sha256:1b47d1cd3e3a1107dbb27a09d95e6abd50916a36bbf5b65d03c1df01af06a3f4

Observation 4c8edc9a-ba96-4792-8bee-bb1c9493e64e · outbound

This paper cites an unresolved cited work.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Unresolved cited work

Reference 6

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parse uncertain
no resolver link, observed 2026-08-15T21:31:49.525618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.525618Z digest=sha256:cf8f6789f1a8199bb499373f86be6a0729fb42ff9a34cdf35a8c4d463d812228

Observation adcc5ad7-c665-4057-b8ee-ebcf6e3ec6f3 · outbound

This paper cites Advances in neural information processing systems , volume=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Advances in neural information processing systems , volume=

Reference 7

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unresolved
no resolver link, observed 2026-08-15T21:31:49.528569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.528569Z digest=sha256:3fdb093a82ef8c25dcb290095528ac33e9b4f4a7b5f1fcac2c0f22e568373513

Observation ad09ea2e-a078-498e-8412-fe923fc9cd23 · outbound

This paper cites HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification

Reference 8

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no resolver link, observed 2026-08-15T21:31:49.531331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.531331Z digest=sha256:4ad2a71a9ed5c76c471c7c65034038672a801233d4167392bbe661f5ff8f75ff

Observation dad5aef9-3020-4c61-a4a8-58ffb4adffa5 · outbound

This paper cites FaVIQ: FAct Verification from Information-seeking Questions.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification FaVIQ: FAct Verification from Information-seeking Questions

Reference 9

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metadata mismatch
local_arxiv, observed 2026-08-15T21:31:49.991771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.534718Z digest=sha256:1917fd293bf6fd6bfb6e6c9a104dffcc7ca5a15e720d43d1e4f68eeefc6ff0aa

Observation 647b6006-ccfb-481e-8a97-ffa3e36e64f9 · outbound

This paper cites Automated Fact Checking: Task formulations, methods and future directions.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Automated Fact Checking: Task formulations, methods and future directions

Reference 10

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unresolved
no resolver link, observed 2026-08-15T21:31:49.537911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.537911Z digest=sha256:d8f72b028df331fd60e5a21786ab5b3ece42fd0f0a3b1259922b0b5f80a82c97

Observation fd4f5f95-919b-471e-8979-30d1d8ff8146 · outbound

This paper cites Proceedings of the 43rd international ACM SIGIR conference on research and development in information retrieval , pages=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Proceedings of the 43rd international ACM SIGIR conference on research and development in information retrieval , pages=

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.360837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.540875Z digest=sha256:cfb58ed2361e597e50b1989a173f692551392f6622f74034ac4f187fbac48783

Observation 5dbdcf01-0c90-4712-9fa7-5a5ae6da4f47 · outbound

This paper cites arXiv preprint arXiv:2310.09754 , year=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification arXiv preprint arXiv:2310.09754 , year=

Reference 12

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unresolved
no resolver link, observed 2026-08-15T21:31:49.543604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.543604Z digest=sha256:727b1f5e8561bb0b0702d1dd383f3e1d77ee0ae822a1e92e62293cbf2641e53f

Observation b2514e33-1e3c-4d50-a976-446bced92801 · outbound

This paper cites EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification

Reference 13

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unresolved
no resolver link, observed 2026-08-15T21:31:49.546321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.546321Z digest=sha256:e606cb4e042bf8abc2caba705519eabeddc9504f4e3cdb8672915996d91576d7

Observation a23e408d-b2b8-4b50-bd6d-721f9822a388 · outbound

This paper cites Fact-Checking Complex Claims with Program-Guided Reasoning.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Fact-Checking Complex Claims with Program-Guided Reasoning

Reference 14

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unresolved
no resolver link, observed 2026-08-15T21:31:49.549467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.549467Z digest=sha256:a897b6f4f48e7fc0585ce9fa4c785c00e29d9445eaba78dfdc0b64248028ded3

Observation 5216ba0a-e588-4f32-9a6f-9456636e24d5 · outbound

This paper cites Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method

Reference 15

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unresolved
no resolver link, observed 2026-08-15T21:31:49.552312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.552312Z digest=sha256:5d07601eedbff101b2e4da2e7cce2254d9c7ace5a8965cb77fa01a9ca652c4d0

Observation 3cadac34-e344-49e6-b590-ea9eca59f876 · outbound

This paper cites When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories

Reference 16

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no resolver link, observed 2026-08-15T21:31:49.555297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.555297Z digest=sha256:115616d3a5e480f1d3e2a413b22579048b5a7017f98f5f32ba767265d1b1b39b

Observation e588cacf-972a-4451-8c65-36ac9211bb47 · outbound

This paper cites International conference on machine learning , pages=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification International conference on machine learning , pages=

Reference 17

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no resolver link, observed 2026-08-15T21:31:49.558490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.558490Z digest=sha256:b95eaa523aeab45d0c61abdbaadd44cc0f4a9045b728c3d8521d3edf8a6e527c

Observation 71990bff-6043-43c8-aa63-e68a28752c5c · outbound

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

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 18

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no resolver link, observed 2026-08-15T21:31:49.561310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.561310Z digest=sha256:2e4aca2c050d5ae12220baac93ee926f262d611bbdb6253775ca278699bc0faa

Observation 4bab6348-ee60-4952-9408-22e7f0f73006 · outbound

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

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification A Survey of Hallucination in Large Foundation Models

Reference 19

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no resolver link, observed 2026-08-15T21:31:49.564017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.564017Z digest=sha256:42cb2cec1ee48cb2994f3eb134cc9728cdd66069e1914174b1e594d9f1319188

Observation a2afa993-a3ed-438e-8bec-ddc8ea7762c7 · outbound

This paper cites Towards Tracing Factual Knowledge in Language Models Back to the Training Data.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Towards Tracing Factual Knowledge in Language Models Back to the Training Data

Reference 20

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no resolver link, observed 2026-08-15T21:31:49.566809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.566809Z digest=sha256:f6e9c810535aaff7cabee0281f9332a29ef909a8f7a5e011c635e7f9d5689dd0

Observation 105603c3-9d14-4ad3-a22f-d334688cd30b · outbound

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

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Advances in Neural Information Processing Systems , volume=

Reference 21

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no resolver link, observed 2026-08-15T21:31:49.569975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.569975Z digest=sha256:0646697d7cdeee5238edfa0b3ce977d00d574d73335b277558657b18c6eff064

Observation 2d3f71c8-1328-4c80-bfa5-3093ee0764e9 · outbound

This paper cites Generated Knowledge Prompting for Commonsense Reasoning.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Generated Knowledge Prompting for Commonsense Reasoning

Reference 22

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unresolved
no resolver link, observed 2026-08-15T21:31:49.572574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.572574Z digest=sha256:19cc100c329eff26c3c8d54adbc106cf8c11150ed59bcd0991af4b729d1a23f7

Observation 1e1f81a4-06d8-4dc8-a16a-b77e23260f05 · outbound

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

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.342086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.575640Z digest=sha256:ba25f559228458415e229f49624048c08a57ce0da45a03fa7a30124f1f47d8fc

Observation b6ceb8da-de75-474b-b841-d83ac6205922 · outbound

This paper cites Joint European Conference on Machine Learning and Knowledge Discovery in Databases , pages=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Joint European Conference on Machine Learning and Knowledge Discovery in Databases , pages=

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.331970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.578412Z digest=sha256:6ed123b394a8453b80841e14bdd1f4af6de2693a5443fd9162ffab5695e3e8e0

Observation fadcaa07-2712-4686-bfd8-ebdad7576d1b · outbound

This paper cites MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning

Reference 25

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metadata mismatch
local_arxiv, observed 2026-08-15T21:31:49.851734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.581471Z digest=sha256:5d3a42e6da54cc823703e9930b03d3e89dffa00bdfda2b24e7ecf17c00a12d6a

Observation 67a6b819-3dd4-4191-a1da-01fd398cf1a9 · outbound

This paper cites Towards Few-Shot Fact-Checking via Perplexity.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Towards Few-Shot Fact-Checking via Perplexity

Reference 26

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T21:31:49.839920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.584203Z digest=sha256:4b7fc1197e22662d1fee71ab98e46d3f0867937b6bafd2c75c090a9515ad2828

Observation 8b4e22ce-3d2d-4b2c-8744-3e62a0158fa7 · outbound

This paper cites Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification

Reference 27

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T21:31:49.828781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.587096Z digest=sha256:7ff8dd682866cad1d14791c519e91eef04c760ca9b1180fc017521e07782762c

Observation 2924c5c9-3c62-4cfe-9dcc-95700665f1d1 · outbound

This paper cites Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.322724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.590023Z digest=sha256:786ba68b983cd1f334c92bd8a9903bf3cd95048f2bd08acb43078f1d6d7b59bb

Observation fe8c13fb-4366-4504-965a-01b17fd16e45 · outbound

This paper cites 2023 IEEE International Conference on Multimedia and Expo (ICME) , pages=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification 2023 IEEE International Conference on Multimedia and Expo (ICME) , pages=

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.314434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.592688Z digest=sha256:39d4a99c85f158e934d3c75f50f7f440d2809c1939bd7214d8073fec7d2c0027

Observation 4a205a70-5e4a-412e-89e3-52f2c11f4e9a · outbound

This paper cites Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification

Reference 30

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T21:31:49.815639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.595525Z digest=sha256:d2c492588d20803611c0e1ca38b542e178518e56dd5812a4421b1a8a6136d953

Observation 5bd8fa09-fce6-418a-8f1e-82045b777e24 · outbound

This paper cites FEVER : a Large-scale Dataset for Fact Extraction and VER ification.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification FEVER : a Large-scale Dataset for Fact Extraction and VER ification

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.598438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.598438Z digest=sha256:9e64f2d9c2712dff7be7552ffc1e8a90fb3981216cf5824969a68cb71f647ff0

Observation 45e1afbb-28cd-45de-a631-f6988a43dd9e · outbound

This paper cites A Multi-Level Attention Model for Evidence-Based Fact Checking.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification A Multi-Level Attention Model for Evidence-Based Fact Checking

Reference 32

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T21:31:49.800650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.601240Z digest=sha256:585900f811db35e406061aa322a883e8cfc149d570943a3f379129d6fc8cb7bb

Observation a720c4d5-9e03-4804-b930-2f4dde2d0462 · outbound

This paper cites Fine-grained Fact Verification with Kernel Graph Attention Network.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Fine-grained Fact Verification with Kernel Graph Attention Network

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.300733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.604384Z digest=sha256:c152dc3b8bf58e54b0fa6a1984223f949af4a6c5d66e7baabb2abae44be85b43

Observation e46910d5-7618-45d3-a38d-3951fe67c1ea · outbound

This paper cites Online Social Networks and Media , volume=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Online Social Networks and Media , volume=

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.292123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.607721Z digest=sha256:c8849a0479ae0caf1b7ebdc3443eb26af87e4597b0fc83d2d7261a998384f0a7

Observation 8d984386-1f41-4d3d-b039-6f86bb426ef3 · outbound

This paper cites Reasoning Over Semantic-Level Graph for Fact Checking.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Reasoning Over Semantic-Level Graph for Fact Checking

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.283107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.610449Z digest=sha256:865403a3c5e10cc0d7ce58642fa3f05cd3b70f70aea94384140163f6d92a38e4

Observation 9f5ff489-9141-452e-972d-a6e82d5fe4b7 · outbound

This paper cites H otpot QA : A Dataset for Diverse, Explainable Multi-hop Question Answering.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification H otpot QA : A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.613435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.613435Z digest=sha256:36737507bbc922f0129cbf112397bbd398d726feeba02e89c27c783aa2aeaede

Observation 5b1389c4-2712-4fb3-92c6-4b18ab816df3 · outbound

This paper cites Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.268870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.616230Z digest=sha256:401675d8c3fd3228beb96edf87df46630549c78a9871c7aa9ab5c7d2effa8c22

Observation 71fb9add-d35a-4b40-9e8e-073668ee9911 · outbound

This paper cites Proceedings of the ACM Web Conference 2023 , pages=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Proceedings of the ACM Web Conference 2023 , pages=

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.260050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.619042Z digest=sha256:f67532ccb015994c0268b2d51e83d3002156dd0b7f1f8d2e430087c70862d0a2

Observation 605d63ce-f71c-4a65-8365-96dabe8e476e · outbound

This paper cites Measuring and Narrowing the Compositionality Gap in Language Models.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Measuring and Narrowing the Compositionality Gap in Language Models

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.250728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.621869Z digest=sha256:012fd05aea95920923022347bd42e5c8d14c971980400b935b674c24348048c0

Observation 8780d8f3-7c27-4e85-b65f-ed2305b29707 · outbound

This paper cites Measuring and Narrowing the Compositionality Gap in Language Models.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Measuring and Narrowing the Compositionality Gap in Language Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.624608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.624608Z digest=sha256:c5b1f0cba6baf81cbf7d672046c04085a9ffefe162b98ce98671119f5c3c3a03

Observation 2cc9ebb2-e2b6-4ed9-9b58-50883dd8ea84 · outbound

This paper cites and Wang, Sinong and Yih, Wen-tau and Ma, Hao and Khabsa, Madian.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification and Wang, Sinong and Yih, Wen-tau and Ma, Hao and Khabsa, Madian

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.240824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.627872Z digest=sha256:1bffc75c424e883fa231e2897ce2e2077c62283e6f72d14de5005775fa08e1d1

Observation 25c3f636-ff69-4234-a3f3-fbd052fac8e0 · outbound

This paper cites Explainable Automated Fact-Checking for Public Health Claims.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Explainable Automated Fact-Checking for Public Health Claims

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.630554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.630554Z digest=sha256:6f8468f2403957291241a7c557d63e9698679c5cda4a2810389cac80f0cf2ff9

Observation c92ce489-d340-4180-b0a2-9f919e8e273a · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Scaling Instruction-Finetuned Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.633503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.633503Z digest=sha256:7dd64be0f381ad95ffaa8cc10bc61ccf840854a9355303c0155956c9afe80226

Observation a8452ea2-bb04-4f6c-9f2d-6d951bda03c4 · outbound

This paper cites Advances in neural information processing systems , volume=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Advances in neural information processing systems , volume=

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.636459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.636459Z digest=sha256:a29bd1849c1c307f07e050b5ec6461c671cca604747a8298a0ad4f9ab9e20846

Observation 1064c731-61a7-4b28-b5f1-dc6030d17391 · outbound

This paper cites 2022 , howpublished =.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification 2022 , howpublished =

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.226153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.639097Z digest=sha256:63ec35910ceb29b22f2be860b64dbb1facb1c3297dcd5a78a080a9999079171d

Observation 06f304fc-f3aa-47bc-87ee-2dba3b92e5b8 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.641880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.641880Z digest=sha256:7f75d542a107307dd76ea19a078bd5652eff090ebd37e65b3bc6bfd9ec804351

Observation 67b8ac60-593a-46ca-adaf-367a161bd3a4 · outbound

This paper cites Political Analysis , volume=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Political Analysis , volume=

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.217247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.644987Z digest=sha256:5aa2e161cd8388c35396b1f385c1521d4565d710f5f499a54df71ccc8dcb30e5

Observation a1e25a4c-94a9-47b2-8a37-ebd29ae9622a · outbound

This paper cites Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.647836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.647836Z digest=sha256:f49ab4caa7f9342dfa1a7235ac574febfe9fee1666fb532f7cc65ea29cf235b4

Observation 7e2b3094-d3e0-4bfe-8994-82f55a5caa1b · outbound

This paper cites an unresolved cited work.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.651213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.651213Z digest=sha256:22b5b462a192e3780541278c378017bceeb33bfedcc9d29724dc25cdd992747f

Observation 82445d31-cd5f-4040-ac80-8c8ae0e0f672 · outbound

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

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification International Conference on Learning Representations , year=

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.107342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.653973Z digest=sha256:189f60d4fe78934bfb09de070cff48997956d38da7bdbd760fe7cabbffc694cc

Observation 5f7e82d7-edfd-439f-bcbe-6bb7e1672a95 · outbound

This paper cites Improving Evidence Retrieval for Automated Explainable Fact-Checking.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Improving Evidence Retrieval for Automated Explainable Fact-Checking

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.099524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.656766Z digest=sha256:3f0aa7f7683bbc1568228fbf9203986676286c3c8ef169b60d92c6fdee507eeb

Observation e003e502-3919-47fc-8a50-cc95f5402a48 · outbound

This paper cites UKP -Athene: Multi-Sentence Textual Entailment for Claim Verification.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification UKP -Athene: Multi-Sentence Textual Entailment for Claim Verification

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.091279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.659425Z digest=sha256:8ae1a501832783f829ee2497ac4bc84018fbad675d14c0d8a8188109c0aa1416

Observation 93292f8a-6220-48dc-9b64-fec25443509f · outbound

This paper cites Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies,.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.082511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.662179Z digest=sha256:555ff2b8f534a9213f3578c07317fc16d56ae84149c0ff72c44c5daf9fc445c0

Observation 5b994822-5508-4f1d-96e7-1f1426e43a12 · outbound

This paper cites Neural Information Processing Systems , year=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Neural Information Processing Systems , year=

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.074456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.664985Z digest=sha256:b5f646ee6c65eebd9566937a242dfeb5b5ce216dccff642daa600774be4bd1b2

Observation 19067016-1681-42b6-aeeb-86731885ce40 · outbound

This paper cites Thirty-Ninth.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Thirty-Ninth

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.066383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.667790Z digest=sha256:b4314da959e5a430e7a1983929809f97eb4c4cf85e6bd11d3c3de6565de1f73a

Observation 2e7a6d27-91b7-4ccb-b35e-c7457fed0822 · outbound

This paper cites Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.058321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.670530Z digest=sha256:4b24ad096a3cbf027bf66a4953ea25f929321effb4226f315e0eae78bd55d091

Observation a4bec1ed-231a-49c2-854b-a6da34f4a4cf · outbound

This paper cites CHECKWHY : Causal Fact Verification via Argument Structure.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification CHECKWHY : Causal Fact Verification via Argument Structure

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.050174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.673617Z digest=sha256:53b6549ab6246818719ad48bb3788dcf09aafbeddaaf01c931040f938ab6cb01

Observation a5677c82-5335-4da9-aef6-4ff3a52b9690 · outbound

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

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification The Eleventh International Conference on Learning Representations , year=

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.676176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.676176Z digest=sha256:76b51affebc27cf363660c338af2ae44fcc521852d2aa55cec3746e36591e874

Observation b54c9e9b-9d04-46bd-8a31-13455d5b63d4 · outbound

This paper cites Thirty-Ninth.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Thirty-Ninth

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.037161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.678937Z digest=sha256:816fd59fb2a0530d7a93198f9db8bf8b37099863c7f61da45d497a3551d09e1c

Observation 26430900-2a2f-40db-aa75-42d90cb41ca3 · outbound

This paper cites Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.029001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.681718Z digest=sha256:da12bac8dcb724f5c9418c1e58bd361a4cb3d4d117e94b615fc9dd72a244543d

Observation 703cac40-3437-4d52-8b71-4386fa06918f · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:31:50.020552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.684441Z digest=sha256:37d7b8b3dab46c0eb1869437c57151916ccfd9acf686dfc9eb99604bf221f952

Observation 1353fa4b-a54f-46f3-adb6-ee30dc6eb167 · outbound

This paper cites RW-Post: Auditable Evidence-Grounded Multimodal Fact-Checking in the Wild.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification RW-Post: Auditable Evidence-Grounded Multimodal Fact-Checking in the Wild

Reference 62

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T21:31:49.749890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.687158Z digest=sha256:08fc7790c0a52cee84bab93e3cc32298d1c5739f205be97a27c54b99b30eda3d

Observation 5b399ca9-e77b-4c4e-87e7-4cffa761a0db · outbound

This paper cites From Verdict to Process: Agentic Reinforcement Learning for Multi-Stage Fact Verification.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification From Verdict to Process: Agentic Reinforcement Learning for Multi-Stage Fact Verification

Reference 63

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T21:31:49.738082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.690154Z digest=sha256:75ab8ff10ee0d6793b4b44310d15ecca7f7b7b5ba7127f96b877cf7db3469b31

Observation 74cfef91-5526-4d01-934d-5b525855dfa4 · outbound

This paper cites 2024 , eprint=.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification 2024 , eprint=

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.693249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.693249Z digest=sha256:831a87adc60a77cfcf0d9cb2e9b6589e8a2da3b6d021c80f1148148e09b6be92

Observation cd37216b-4967-41bb-b0fe-ad5e30337b62 · outbound

This paper cites an unresolved cited work.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:31:50.007240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T21:31:49.696122Z digest=sha256:f18a406d13b7adc536dd1e137c1af00065962053fd867a47ec39a0feb518abf7

Observation 01abd6fe-2e08-49a2-af1a-c551daf8c8e1 · outbound

This paper cites Qwen3 Technical Report.

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification Qwen3 Technical Report

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-15T21:31:49.698639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:31:49.698639Z digest=sha256:bbf77e78f623b91fe1eb0f95effe679fe01f27faa71652baf001eaef7560940e

Pith citing papers

No inbound Pith citation observations are available.