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Fact Verification

Papers archive 2025-07-28

archive papers tagged: 216 · with a code link: 129 · where Syntology ran a sample: 41 (33 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (41 of 216 tagged: 33 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 216, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks
  16 Dec 2021 1 repository listed Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 7 pointer-only (licence)
• CrossAug: A Contrastive Data Augmentation Method for Debiasing Fact Verification Models
  30 Sep 2021 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• Exploring Decomposition for Table-based Fact Verification
  22 Sep 2021 1 repository listed
• Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification
  14 Sep 2021 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Table-based Fact Verification with Salience-aware Learning
  9 Sep 2021 1 repository listed
• ProoFVer: Natural Logic Theorem Proving for Fact Verification
  25 Aug 2021 1 repository listed
• A DQN-based Approach to Finding Precise Evidences for Fact Verification
  1 Aug 2021 1 repository listed
• AttesTable at SemEval-2021 Task 9: Extending Statement Verification with Tables for Unknown Class, and Semantic Evidence Finding
  1 Aug 2021 1 repository listed
• KaushikAcharya at SemEval-2021 Task 9: Candidate Generation for Fact Verification over Tables
  1 Aug 2021 1 repository listed
• FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information
  10 Jun 2021 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• Evidence-based Factual Error Correction
  2 Jun 2021 1 repository listed
• Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification
  2 Jun 2021 1 repository listed Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Zero-shot Fact Verification by Claim Generation
  31 May 2021 1 repository listed Syntology official: harvested, nothing ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• DanFEVER: claim verification dataset for Danish
  1 May 2021 1 repository listed
• BreakingBERT@IITK at SemEval-2021 Task 9 : Statement Verification and Evidence Finding with Tables
  7 Apr 2021 1 repository listed
• Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence
  15 Mar 2021 1 repository listed
• Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection
  4 Feb 2021 1 repository listed
• Explain and Predict, and then Predict Again
  11 Jan 2021 1 repository listed
• A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification
  28 Dec 2020 1 repository listed
• LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification
  25 Dec 2020 1 repository listed
• Coarse-to-Fine Memory Matching for Joint Retrieval and Classification
  29 Nov 2020 1 repository listed
• HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification
  5 Nov 2020 1 repository listed
• Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling
  1 Nov 2020 1 repository listed
• Program Enhanced Fact Verification with Verbalization and Graph Attention Network
  6 Oct 2020 1 repository listed
• Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention
  1 May 2020 1 repository listed
• Elastic weight consolidation for better bias inoculation
  29 Apr 2020 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Fine-grained Fact Verification with Kernel Graph Attention Network
  22 Oct 2019 1 repository listed Syntology official (archive's flag): 2 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 3 pointer-only (licence)
• TabFact: A Large-scale Dataset for Table-based Fact Verification
  5 Sep 2019 1 repository listed Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention
  3 Sep 2018 1 repository listed
• Improving the fact-checking performance of language models by relying on their entailment ability
  21 May 2025 0 repositories listed
• Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion
  19 Apr 2025 0 repositories listed
• Reasoning Court: Combining Reasoning, Action, and Judgment for Multi-Hop Reasoning
  14 Apr 2025 0 repositories listed
• Synthetic News Generation for Fake News Classification
  31 Mar 2025 0 repositories listed
• Poly-FEVER: A Multilingual Fact Verification Benchmark for Hallucination Detection in Large Language Models
  19 Mar 2025 0 repositories listed
• CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation
  17 Feb 2025 0 repositories listed
• Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition
  19 Jan 2025 0 repositories listed
• FactLens: Benchmarking Fine-Grained Fact Verification
  8 Nov 2024 0 repositories listed
• AMREx: AMR for Explainable Fact Verification
  2 Nov 2024 0 repositories listed
• Augmenting the Veracity and Explanations of Complex Fact Checking via Iterative Self-Revision with LLMs
  19 Oct 2024 0 repositories listed
• ChronoFact: Timeline-based Temporal Fact Verification
  19 Oct 2024 0 repositories listed
• Overview of Factify5WQA: Fact Verification through 5W Question-Answering
  5 Oct 2024 0 repositories listed
• Claim Verification in the Age of Large Language Models: A Survey
  26 Aug 2024 0 repositories listed
• Improving Retrieval Augmented Language Model with Self-Reasoning
  29 Jul 2024 0 repositories listed
• LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification
  26 Jul 2024 0 repositories listed
• Evidence-Based Temporal Fact Verification
  21 Jul 2024 0 repositories listed
• Multimodal Misinformation Detection using Large Vision-Language Models
  19 Jul 2024 0 repositories listed
• Scalable and Domain-General Abstractive Proposition Segmentation
  28 Jun 2024 0 repositories listed
• Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments
  14 Jun 2024 0 repositories listed
• Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction
  21 May 2024 0 repositories listed
• ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source
  13 May 2024 0 repositories listed
• Hypothesis Testing Prompting Improves Deductive Reasoning in Large Language Models
  9 May 2024 0 repositories listed
• Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization
  5 May 2024 0 repositories listed
• FactCheck Editor: Multilingual Text Editor with End-to-End fact-checking
  30 Apr 2024 0 repositories listed
• xLP: Explainable Link Prediction for Master Data Management
  14 Mar 2024 0 repositories listed
• An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models
  8 Feb 2024 0 repositories listed
• Large Language Model for Table Processing: A Survey
  4 Feb 2024 0 repositories listed
• What Makes Medical Claims (Un)Verifiable? Analyzing Entity and Relation Properties for Fact Verification
  2 Feb 2024 0 repositories listed
• Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability
  16 Jan 2024 0 repositories listed
• Are Large Language Models Good Fact Checkers: A Preliminary Study
  29 Nov 2023 0 repositories listed
• An Empirical Study of Using ChatGPT for Fact Verification Task
  11 Nov 2023 0 repositories listed
• Findings of Factify 2: Multimodal Fake News Detection
  19 Jul 2023 0 repositories listed
• Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering
  23 May 2023 0 repositories listed
• FACTIFY3M: A Benchmark for Multimodal Fact Verification with Explainability through 5W Question-Answering
  22 May 2023 0 repositories listed
• Consistent Multi-Granular Rationale Extraction for Explainable Multi-hop Fact Verification
  16 May 2023 0 repositories listed
• Growing and Serving Large Open-domain Knowledge Graphs
  16 May 2023 0 repositories listed
• FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering
  7 May 2023 0 repositories listed
• BEVERS: A General, Simple, and Performant Framework for Automatic Fact Verification
  29 Mar 2023 0 repositories listed
• Logically at Factify 2: A Multi-Modal Fact Checking System Based on Evidence Retrieval techniques and Transformer Encoder Architecture
  9 Jan 2023 0 repositories listed
• Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification
  10 Dec 2022 0 repositories listed
• Exploring Faithful Rationale for Multi-hop Fact Verification via Salience-Aware Graph Learning
  2 Dec 2022 0 repositories listed
• Data-Efficient Autoregressive Document Retrieval for Fact Verification
  17 Nov 2022 0 repositories listed
• Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models
  2 Nov 2022 0 repositories listed
• Learning to Navigate Wikipedia by Taking Random Walks
  31 Oct 2022 0 repositories listed
• GLAF: Global-to-Local Aggregation and Fission Network for Semantic Level Fact Verification
  1 Oct 2022 0 repositories listed
• SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification
  1 Oct 2022 0 repositories listed
• Table-based Fact Verification with Self-labeled Keypoint Alignment
  1 Oct 2022 0 repositories listed
• Automatic True/False Question Generation for Educational Purpose
  1 Jul 2022 0 repositories listed
• Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables
  1 Jul 2022 0 repositories listed
• GPTs at Factify 2022: Prompt Aided Fact-Verification
  29 Jun 2022 0 repositories listed
• Approximate Conditional Coverage & Calibration via Neural Model Approximations
  28 May 2022 0 repositories listed
• DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection
  17 Mar 2022 0 repositories listed
• Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks
  16 Jan 2022 0 repositories listed
• Investigating Zero- and Few-shot Generalization in Fact Verification
  16 Jan 2022 0 repositories listed
• Paragraph-based Transformer Pretraining for Multi-Sentence Inference
  16 Jan 2022 0 repositories listed
• Logically at Factify 2022: Multimodal Fact Verification
  16 Dec 2021 0 repositories listed
• ConTFV: A Contrastive Learning Framework for Table-based Fact Verification
  16 Nov 2021 0 repositories listed
• Evidence Decomposition Graph Network for Fact Verification
  16 Nov 2021 0 repositories listed
• Global Responses to the COVID-19 Pandemic: A Case Study of Spatiotemporal Evidence Finding and Verification
  16 Nov 2021 0 repositories listed
• Table-based Fact Verification with Self-adaptive Mixture of Experts
  16 Nov 2021 0 repositories listed
• Uncertainty Calibration for Ensemble-Based Debiasing Methods
  7 Nov 2021 0 repositories listed
• Dataset of Fake News Detection and Fact Verification: A Survey
  5 Nov 2021 0 repositories listed
• Modeling Entity Knowledge for Fact Verification
  1 Nov 2021 0 repositories listed
• Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact Verification
  1 Nov 2021 0 repositories listed
• Verdict Inference with Claim and Retrieved Elements Using RoBERTa
  1 Nov 2021 0 repositories listed
• BOUN at SemEval-2021 Task 9: Text Augmentation Techniques for Fact Verification in Tabular Data
  1 Aug 2021 0 repositories listed
• BreakingBERT@IITK at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables
  1 Aug 2021 0 repositories listed
• Exploring Listwise Evidence Reasoning with T5 for Fact Verification
  1 Aug 2021 0 repositories listed
• Data and Model Distillation as a Solution for Domain-transferable Fact Verification
  1 Jun 2021 0 repositories listed
• How Robust are Fact Checking Systems on Colloquial Claims?
  1 Jun 2021 0 repositories listed
• SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS)
  28 May 2021 0 repositories listed

Syntology lines on 9 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.