When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification | Paper Citation Record

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Journal of Data Intelligence , volume=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification International conference on health information science , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification The 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification , booktitle=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Towards Faithfully Interpretable

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of the 18th conference of the european chapter of the association for computational linguistics: system demonstrations , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification International Conference on Learning Representations , volume=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Advances in Neural Information Processing Systems , volume=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification arXiv preprint arXiv:2601.06519 , year=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification VerifAI: A Verifiable Open-Source Search Engine for Biomedical Question Answering

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification arXiv preprint arXiv:2512.10996 , year=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification MedBioLM: Optimizing Medical and Biological QA with Fine-Tuned Large Language Models and Retrieval-Augmented Generation

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=

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This paper cites Small LLMs for Biomedical Claim Verification: Cost-Effective Fine-Tuning, Structural Dataset Shortcuts, and Cross-Domain Generalization.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Small LLMs for Biomedical Claim Verification: Cost-Effective Fine-Tuning, Structural Dataset Shortcuts, and Cross-Domain Generalization

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification MedFact: Benchmarking the Fact-Checking Capabilities of Large Language Models on Chinese Medical Texts

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification arXiv preprint arXiv:2509.17436 , year=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification International Conference on Machine Learning , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Advances in Neural Information Processing Systems , year=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Advances in Neural Information Processing Systems , year=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification International Conference on Learning Representations , year=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Gemma: Open Models Based on Gemini Research and Technology

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Gemma 3 Technical Report

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Qwen2.5 Technical Report

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification ACM Transactions on Computing for Healthcare , volume=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Association for Computational Linguistics , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Findings of the Association for Computational Linguistics: EMNLP , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification The Annals of Statistics , volume=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Gemini: A Family of Highly Capable Multimodal Models

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Journal of Educational Psychology , volume=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Statistics in Medicine , volume=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Journal of the American Statistical Association , volume=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification IEEE Transactions on Systems Science and Cybernetics , volume=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Retrieval-Augmented Generation for Knowledge-Intensive

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of EMNLP , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of EACL , pages=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of ICML , year=

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of EMNLP , pages=

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:10.330935Z

Source-reported events for the cited work

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Observation 22ac6ec8-86c3-4574-b29d-3c326c07cea5 · outbound

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

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.428482Z

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Unavailable: canonical work link unavailable.

Observation f232f426-2dd5-43f9-899a-170ec984daa5 · outbound

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Advances in Neural Information Processing Systems , volume=

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.431827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e67ce400-778e-45da-a216-a644c8cde11c · outbound

This paper cites an unresolved cited work.

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Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:17:10.311871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a780041a-54ee-460b-8fa4-106afbb4d93f · outbound

This paper cites an unresolved cited work.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:17:10.301105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 16f432ae-18c3-4f1f-9a85-a795597b95a7 · outbound

This paper cites an unresolved cited work.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:17:10.291017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a7c713f8-d641-4fb6-857d-dda7a50aeecf · outbound

This paper cites an unresolved cited work.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:17:10.280617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fff73091-f75b-42bc-aeab-52b0466b549c · outbound

This paper cites Proceedings of ACL , pages=.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of ACL , pages=

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:10.269555Z

Source-reported events for the cited work

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Observation c1ab026e-573c-44d3-be47-dbfe42eb09bc · outbound

This paper cites ACM Computing Surveys , volume=.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification ACM Computing Surveys , volume=

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.548730Z

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Unavailable: canonical work link unavailable.

Observation a9d116e6-f662-4daf-8762-9225544021c4 · outbound

This paper cites and Artzi, Yoav , booktitle=.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification and Artzi, Yoav , booktitle=

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.551446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3520bb5-db45-4ef4-8ae7-90d7b225572c · outbound

This paper cites an unresolved cited work.

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Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.554899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ed7d427-76de-4625-8c1b-f554d8a4e2a9 · outbound

This paper cites an unresolved cited work.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.558426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c995e99-fb5a-4753-9d46-5ccb9b091d14 · outbound

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of EMNLP , pages=

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:10.229534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a5961167-6740-4c8c-a8d8-6957a25c0670 · outbound

This paper cites an unresolved cited work.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:17:10.218324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 411b7cb3-804b-445a-87b1-3536c1b2bf89 · outbound

This paper cites an unresolved cited work.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.568057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 496da129-9db3-49f4-9c84-40e66559926e · outbound

This paper cites and Weissenborn, Dirk and Krithara, Anastasia and Petridis, Sergios and Polychronopoulos, Dimitris and others , journal=.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification and Weissenborn, Dirk and Krithara, Anastasia and Petridis, Sergios and Polychronopoulos, Dimitris and others , journal=

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:10.199829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d1938d79-169d-4533-8495-1ddc44a957b7 · outbound

This paper cites The Probabilistic Relevance Framework:.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification The Probabilistic Relevance Framework:

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.574117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fd9f4aa-97b5-4156-b470-28034712b33e · outbound

This paper cites Findings of EMNLP , pages=.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Findings of EMNLP , pages=

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:10.181503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f52b7c9-598b-47d8-aad8-aa33776b6470 · outbound

This paper cites Sentence-.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Sentence-

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.579961Z

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Unavailable: canonical work link unavailable.

Observation 299ab6bf-ea4d-4a5f-b007-88f2c4ad8c30 · outbound

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When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Advances in Neural Information Processing Systems , volume=

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.582921Z

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Unavailable: canonical work link unavailable.

Observation b28a3146-b6fe-481e-af11-04a12d4d88e8 · outbound

This paper cites an unresolved cited work.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.586372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9af5ce80-3c9f-48b3-b4fc-3c272166a050 · outbound

This paper cites Language Models (Mostly) Know What They Know.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Language Models (Mostly) Know What They Know

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.589846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa5f5946-5963-4380-b7f4-68078a300f9d · outbound

This paper cites Transactions on Machine Learning Research , year=.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Transactions on Machine Learning Research , year=

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.593548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce008301-f163-4b48-85ec-a2d058f3bd1a · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.596507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8b65893-70fa-4f81-bcff-7baddea8ecb2 · outbound

This paper cites Psychometrika , volume=.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Psychometrika , volume=

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:10.137759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation df0393e3-ad95-447a-a2c1-cbadc2fe4e04 · outbound

This paper cites Scandinavian Journal of Statistics , volume=.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Scandinavian Journal of Statistics , volume=

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.602735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5bc28d1-c1f6-4fd2-8a87-85aae2ec6467 · outbound

This paper cites Educational and Psychological Measurement , volume=.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Educational and Psychological Measurement , volume=

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.605462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8635d97-77f8-45e3-aee7-c94408b90bb1 · outbound

This paper cites an unresolved cited work.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:09.608492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68741821-096a-48eb-981c-544849c1a831 · outbound

This paper cites Proceedings of ACL , pages=.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Proceedings of ACL , pages=

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:10.106129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b783bcc5-5b1c-4526-86db-e17eec18b802 · outbound

This paper cites Journal of Machine Learning Research , volume=.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification Journal of Machine Learning Research , volume=

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:10.095850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 683cd114-c191-44c3-9169-5ff25b243bf1 · outbound

This paper cites 2026 , type =.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification 2026 , type =

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:10.084740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 39f2c717-b75f-4eec-a1b8-b211de4fa188 · outbound

This paper cites 2026 , type =.

When Retrieval Helps and Distracts: Evaluating Evidence-Generating LLMs for Biomedical Claim Verification 2026 , type =

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:10.074683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers