Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-01T06:11:50.941228Z
Paper Citation Record · LEDGER
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies
As of 15 July 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2606.31039.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-14T06:31:01.685423+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
50 of 50 outbound references displayed
- verified exact14
- verified fuzzy29
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch7
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bc5547bc-3a3c-48d7-bc07-b8c0f08f2504 · outbound
This paper cites Aho and Jeffrey D.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Aho and Jeffrey D
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.961239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 9295d447-2ade-4e0c-b348-9af87d8cea64 · outbound
This paper cites an unresolved cited work.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Unresolved cited work
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.963026Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 4348a91c-af38-4024-bcae-714ffb1d43fb · outbound
This paper cites Chandra and Dexter C.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Chandra and Dexter C
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T06:15:26.432212Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation ddaae050-7c98-44b1-9d0d-30f6cedcc7af · outbound
This paper cites Scalable training of.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Scalable training of
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.894435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation a8bed754-9438-4860-adf9-54bbec211716 · outbound
This paper cites an unresolved cited work.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Unresolved cited work
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.942060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 17fd4a0a-9a0c-45b9-82de-bf16c541161e · outbound
This paper cites Tetreault , title =.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Tetreault , title =
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.917279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 565b1339-8950-4188-94fb-3d8eb2639572 · outbound
This paper cites A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.947054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation d018d590-6175-4e4d-996c-ede580dbaba0 · outbound
This paper cites 2025 , eprint=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies 2025 , eprint=
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.941280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation a1c3ae1b-f3ba-4621-8423-ddc98c12576f · outbound
This paper cites Problems of Education in the 21st Century , volume=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Problems of Education in the 21st Century , volume=
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.945862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 98380b6d-3db0-4c25-a2fa-71ed0a8d9a7d · outbound
This paper cites On-line Article (preprint), doi , volume=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies On-line Article (preprint), doi , volume=
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.909160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 531d2858-3473-4005-b2a7-ac9180af58e9 · outbound
This paper cites 2025 , eprint=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies 2025 , eprint=
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.913587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 37eb6410-697d-4b95-9c72-ed1a22320050 · outbound
This paper cites 2024 , eprint=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies 2024 , eprint=
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.921991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 2a7fdd0c-0ace-4f23-bb2f-980cf32e8afa · outbound
This paper cites Nature communications , volume=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Nature communications , volume=
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.898398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 03338c1a-df93-4d5b-aa64-6399002b3c29 · outbound
This paper cites 2012 , publisher=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies 2012 , publisher=
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.951844Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation caa11f0e-d49f-47a6-8a16-0d05e8862e3e · outbound
This paper cites Logical Fallacy Detection.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Logical Fallacy Detection
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T09:45:40.522809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 9b1b7af7-cbde-4967-b993-7dc8389e2009 · outbound
This paper cites The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T09:45:40.525462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation c589fcd9-d7a4-4e09-b1e7-1e00e1101b61 · outbound
This paper cites B ool Q : Exploring the Surprising Difficulty of Natural Yes/No Questions.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies B ool Q : Exploring the Surprising Difficulty of Natural Yes/No Questions
Reference 17
- Resolution
- verified exact
- doi, observed 2026-07-01T06:15:26.438625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 1d524eaa-76e3-49a3-a5ea-fb9e6fff7e48 · outbound
This paper cites Transactions of the Association for Computational Linguistics , volume=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Transactions of the Association for Computational Linguistics , volume=
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.929622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation bb5ba418-2d87-407c-93f0-d5954ff08108 · outbound
This paper cites URLhttps://doi.org/10.18653/v1/2022.acl-long.229.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies URLhttps://doi.org/10.18653/v1/2022.acl-long.229
Reference 19
- Resolution
- metadata mismatch
- doi, observed 2026-07-01T06:15:26.461346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 8636c0b2-46ac-4dcc-a936-e7ab128127ff · outbound
This paper cites Guiding LLM Temporal Logic Generation with Explicit Separation of Data and Control.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Guiding LLM Temporal Logic Generation with Explicit Separation of Data and Control
Reference 20
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T09:45:40.527799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 515c8bed-71be-403c-b331-93aea32388b8 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 21
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-01T09:45:40.519226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 181e921b-95fb-4849-9db4-d926bb04c344 · outbound
This paper cites PeerJ Computer Science , volume=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies PeerJ Computer Science , volume=
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.937349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 34be92e9-f452-46c8-98d6-cf4a3b9022d0 · outbound
This paper cites Argotario: Computational Argumentation Meets Serious Games.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Argotario: Computational Argumentation Meets Serious Games
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T09:45:40.526798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation fb1a5271-fcab-49c4-92dc-be6fc3ba66ac · outbound
This paper cites L ogic B ench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies L ogic B ench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models
Reference 24
- Resolution
- verified exact
- doi, observed 2026-07-01T06:15:26.458493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation a1cbd9cc-f8f4-48aa-8178-0cefec3ea78c · outbound
This paper cites 2023 , eprint=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies 2023 , eprint=
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.903299Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 3d8772fb-35a0-4b02-9dd8-a9e6f7fca324 · outbound
This paper cites Proceedings of the 37th International Conference on Neural Information Processing Systems , articleno =.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Proceedings of the 37th International Conference on Neural Information Processing Systems , articleno =
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.905839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 72b235f0-603c-450b-9982-775a3bef58a8 · outbound
This paper cites DeepSeek-V3 Technical Report.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies DeepSeek-V3 Technical Report
Reference 27
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-01T09:45:40.520406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 306ee61a-f944-464e-8d55-dca9a6c79dca · outbound
This paper cites GPT-4 Technical Report.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies GPT-4 Technical Report
Reference 28
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-01T09:45:40.514084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 5ade2fc3-e49f-4d4d-aee9-a64a974864bd · outbound
This paper cites Advances in neural information processing systems , volume=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Advances in neural information processing systems , volume=
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.904596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation e508f494-4ee7-42ca-af5a-476ac1309c31 · outbound
This paper cites arXiv e-prints , pages=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies arXiv e-prints , pages=
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.959412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 3415397a-89e2-4b74-8e75-fa49bd87eb88 · outbound
This paper cites 2025 , eprint=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies 2025 , eprint=
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.920024Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation e36a20e5-5bdc-4dc1-b6e8-1233fce1fd37 · outbound
This paper cites Can Large Language Models Learn Formal Logic? A Data-Driven Training and Evaluation Framework.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Can Large Language Models Learn Formal Logic? A Data-Driven Training and Evaluation Framework
Reference 32
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T09:45:40.512344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation dfd5791e-4067-4c90-9103-3e4a43b3db41 · outbound
This paper cites 2024 , eprint=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies 2024 , eprint=
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.934561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation ec98d1c3-a721-4b63-bc9a-88f2bddd8c44 · outbound
This paper cites 2024 4th International Conference on Artificial Intelligence, Robotics, and Communication (ICAIRC) , pages=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies 2024 4th International Conference on Artificial Intelligence, Robotics, and Communication (ICAIRC) , pages=
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.957500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation b3855000-ab88-405a-869b-00b408c2049f · outbound
This paper cites 2025 , eprint=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies 2025 , eprint=
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.949525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 009893a8-ee93-4a72-ba2c-29980c2eaed8 · outbound
This paper cites Contemporary Educational Psychology , volume=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Contemporary Educational Psychology , volume=
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.953672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 0dd26daa-c569-4190-8fd9-41180b3c3067 · outbound
This paper cites Social Sciences , volume=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Social Sciences , volume=
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.955611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation f662273a-433c-4078-93e9-2efe6ac4b037 · outbound
This paper cites Knowledge-Based Systems , volume=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Knowledge-Based Systems , volume=
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.911268Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation fce587f4-df49-499f-90a0-e253cc00befb · outbound
This paper cites A Logical Fallacy-Informed Framework for Argument Generation.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies A Logical Fallacy-Informed Framework for Argument Generation
Reference 39
- Resolution
- verified exact
- doi, observed 2026-07-01T06:15:26.444515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 300478dd-78fd-4bed-9e5f-d31cf56aed7e · outbound
This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , author=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Proceedings of the AAAI Conference on Artificial Intelligence , author=
Reference 40
- Resolution
- verified exact
- doi, observed 2026-07-01T06:15:26.441417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation ba3eddcf-c354-4cf2-b326-d3972416aff0 · outbound
This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , author=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Proceedings of the AAAI Conference on Artificial Intelligence , author=
Reference 41
- Resolution
- verified exact
- doi, observed 2026-07-01T06:15:26.428353Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 86819c54-709e-4faa-81fc-982fbc07ee6d · outbound
This paper cites CODEMENV : Benchmarking Large Language Models on Code Migration.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies CODEMENV : Benchmarking Large Language Models on Code Migration
Reference 42
- Resolution
- verified exact
- doi, observed 2026-07-01T06:15:26.422416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 898de954-6b07-433c-a2b9-77b9689e5e69 · outbound
This paper cites Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence , pages=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence , pages=
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.932616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation e6574540-38b4-4f12-93cd-b3c77849600e · outbound
This paper cites The Earth is Flat because...: Investigating LLM s' Belief towards Misinformation via Persuasive Conversation.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies The Earth is Flat because...: Investigating LLM s' Belief towards Misinformation via Persuasive Conversation
Reference 44
- Resolution
- verified exact
- doi, observed 2026-07-01T06:15:26.425187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation d750edab-41e2-4247-9a50-b3bdce749ca1 · outbound
This paper cites Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence,.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence,
Reference 45
- Resolution
- verified exact
- doi, observed 2026-07-01T06:15:26.447234Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation dcbec2d9-dc14-49e0-9d7b-09e56896aa33 · outbound
This paper cites A rgotario: Computational Argumentation Meets Serious Games.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies A rgotario: Computational Argumentation Meets Serious Games
Reference 46
- Resolution
- verified exact
- doi, observed 2026-07-01T06:15:26.455656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 70623409-5558-4cb6-897e-db9087092424 · outbound
This paper cites How Susceptible Are LLM s to Logical Fallacies?.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies How Susceptible Are LLM s to Logical Fallacies?
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.932471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 5263e293-5c7f-4652-9dab-b15531145074 · outbound
This paper cites MAFALDA : A Benchmark and Comprehensive Study of Fallacy Detection and Classification.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies MAFALDA : A Benchmark and Comprehensive Study of Fallacy Detection and Classification
Reference 48
- Resolution
- verified exact
- doi, observed 2026-07-01T06:15:26.451953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 596cfdc6-41f6-4d7a-97cf-37c144de52b5 · outbound
This paper cites Proceedings of the 2023.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Proceedings of the 2023
Reference 49
- Resolution
- metadata mismatch
- doi, observed 2026-07-01T06:15:26.435561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation d698a567-d6c0-40e8-a321-ec63f1f3d22d · outbound
This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.
Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:50.944979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Pith citing papers
No inbound Pith citation observations are available.