事实验证文章分类 Papers Category For Fact Checking

事实验证文章分类 Papers Category For Fact Checking

By 2023.11

个人根据自己的观点,花了很多时间整理的一些关于事实验证领域证据召回,验证推理过程的文献综合整理分类(不是很严谨)。

引用请注明出处

欢迎从事事实验证Fact Checking领域的友友们前来交流,讨论。可以私信我,也可以评论我,我都会看到滴,欢迎有合作意愿的朋友们!

欢迎从事事实验证Fact Checking领域的友友们前来交流,讨论。可以私信我,也可以评论我,我都会看到滴,欢迎有合作意愿的朋友们!

欢迎从事事实验证Fact Checking领域的友友们前来交流,讨论。可以私信我,也可以评论我,我都会看到滴,欢迎有合作意愿的朋友们!







以上所有图片中标记的参考文献见下:

1 Ou S, Liu Y. Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic ParsingC//Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2022: 7624-7638.

2 Yang Z, Ma J, Chen H, et al. A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News DetectionJ. arXiv preprint arXiv:2209.14642, 2022.

3 Kruengkrai C, Yamagishi J, Wang X. A multi-level attention model for evidence-based fact checkingJ. arXiv preprint arXiv:2106.00950, 2021.

4 Li X, Burns G A, Peng N. A Paragraph-level Multi-task Learning Model for Scientific Fact-VerificationC//SDU@ AAAI. 2021.

5 Zeng X, Zubiaga A. Aggregating Pairwise Semantic Differences for Few-Shot Claim Veracity ClassificationJ. arXiv preprint arXiv:2205.05646, 2022.

6 Glockner M, Staliūnaitė I, Thorne J, et al. AmbiFC: Fact-Checking Ambiguous Claims with EvidenceJ. arXiv e-prints, 2021: arXiv: 2104.00640.

7 Chamoun E, Saeidi M, Vlachos A. Automated Fact-Checking in Dialogue: Are Specialized Models Needed?J. arXiv preprint arXiv:2311.08195, 2023.

8 Schlichtkrull M, Guo Z, Vlachos A. AVeriTeC: A dataset for real-world claim verification with evidence from the webJ. arXiv e-prints, 2023: arXiv: 2305.13117.

9 Soleimani A, Monz C, Worring M. Bert for evidence retrieval and claim verificationC//Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14--17, 2020, Proceedings, Part II 42. Springer International Publishing, 2020: 359-366.

10 DeHaven M, Scott S. BEVERS: A General, Simple, and Performant Framework for Automatic Fact VerificationJ. arXiv preprint arXiv:2303.16974, 2023.

11 Wang G, Harwood K, Chillrud L, et al. Check-COVID: Fact-Checking COVID-19 News Claims with Scientific EvidenceJ. arXiv preprint arXiv:2305.18265, 2023.

12 Hu X, Guo Z, Wu G, et al. CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-CheckingJ. arXiv preprint arXiv:2206.11863, 2022.

13 Ko M, Seong I, Lee H, et al. ClaimDiff: Comparing and Contrasting Claims on Contentious IssuesC//Findings of the Association for Computational Linguistics: ACL 2023. 2023: 4711-4731.

14 Funkquist M. Combining sentence and table evidence to predict veracity of factual claims using TaPaS and RoBERTaC//Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER). 2021: 92-100.

15 Huang K H, Zhai C X, Ji H. CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalJ. arXiv preprint arXiv:2209.02071, 2022.

16 Si J, Zhu Y, Zhou D. Consistent Multi-Granular Rationale Extraction for Explainable Multi-hop Fact VerificationJ. arXiv preprint arXiv:2305.09400, 2023.

17 Saakyan A, Chakrabarty T, Muresan S. COVID-fact: Fact extraction and verification of real-world claims on COVID-19 pandemicJ. arXiv preprint arXiv:2106.03794, 2021.

18 Gupta P, Wu C S, Liu W, et al. DialFact: A benchmark for fact-checking in dialogueJ. arXiv preprint arXiv:2110.08222, 2021.

19 Hu N, Wu Z, Lai Y, et al. Dual-channel evidence fusion for fact verification over texts and tablesC//Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2022: 5232-5242.

20 Yao B M, Shah A, Sun L, et al. End-to-end multimodal fact-checking and explanation generation: A challenging dataset and modelsC//Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2023: 2733-2743.

21 Xu W, Wu J, Liu Q, et al. Evidence-aware fake news detection with graph neural networksC//Proceedings of the ACM Web Conference 2022. 2022: 2501-2510.

22 Sarrouti M, Abacha A B, M'rabet Y, et al. Evidence-based fact-checking of health-related claimsC//Findings of the Association for Computational Linguistics: EMNLP 2021. 2021: 3499-3512.

23 Chen Z, Hui S C, Zhuang F, et al. EvidenceNet: Evidence Fusion Network for Fact VerificationC//Proceedings of the ACM Web Conference 2022. 2022: 2636-2645.

24 Ma H, Xu W, Wei Y, et al. EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationJ. arXiv preprint arXiv:2310.09754, 2023.

25 Yang J, Vega-Oliveros D, Seibt T, et al. Explainable fact-checking through question answeringC//ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2022: 8952-8956.

26\] Jiang K, Pradeep R, Lin J. Exploring listwise evidence reasoning with t5 for fact verification\[C\]//Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). 2021: 402-410.\[27

28 Bouziane M, Perrin H, Sadeq A, et al. FaBULOUS: Fact-checking Based on Understanding of Language Over Unstructured and Structured informationC//Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER). 2021: 31-39.

29 Wadden D, Lin S, Lo K, et al. Fact or fiction: Verifying scientific claimsJ. arXiv preprint arXiv:2004.14974, 2020.

30 Pan L, Wu X, Lu X, et al. Fact-Checking Complex Claims with Program-Guided ReasoningJ. arXiv preprint arXiv:2305.12744, 2023.

31 Rani A, Tonmoy S M, Dalal D, et al. FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question AnsweringJ. arXiv preprint arXiv:2305.04329, 2023.

32 Kim J, Park S, Kwon Y, et al. FactKG: Fact Verification via Reasoning on Knowledge GraphsJ. arXiv preprint arXiv:2305.06590, 2023.

33 Cheung T H, Lam K M. FactLLaMA: Optimizing Instruction-Following Language Models with External Knowledge for Automated Fact-CheckingJ. arXiv preprint arXiv:2309.00240, 2023.

34 Park J, Min S, Kang J, et al. FAVIQ: FAct Verification from Information-seeking QuestionsJ. arXiv preprint arXiv:2107.02153, 2021.

35 Aly R, Guo Z, Schlichtkrull M, et al. FEVEROUS: Fact extraction and VERification over unstructured and structured informationJ. arXiv preprint arXiv:2106.05707, 2021.

36 Rangapur A, Wang H, Shu K. Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation GenerationJ. arXiv preprint arXiv:2309.08793, 2023.

37 Liu Z, Xiong C, Sun M, et al. Fine-grained fact verification with kernel graph attention networkJ. arXiv preprint arXiv:1910.09796, 2019.

38 Zhou J, Han X, Yang C, et al. GEAR: Graph-based evidence aggregating and reasoning for fact verificationJ. arXiv preprint arXiv:1908.01843, 2019.

39 Fan A, Piktus A, Petroni F, et al. Generating fact checking briefsJ. arXiv preprint arXiv:2011.05448, 2020.

40 Chen J, Sriram A, Choi E, et al. Generating literal and implied subquestions to fact-check complex claimsJ. arXiv preprint arXiv:2205.06938, 2022.

41 Chen J, Zhang R, Guo J, et al. GERE: Generative evidence retrieval for fact verificationC//Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2022: 2184-2189.

42 Hu X, Guo Z, Wu G, et al. Give Me More Details: Improving Fact-Checking with Latent RetrievalJ. arXiv preprint arXiv:2305.16128, 2023.

43 Kotonya N, Spooner T, Magazzeni D, et al. Graph reasoning with context-aware linearization for interpretable fact extraction and verificationJ. arXiv preprint arXiv:2109.12349, 2021.

44 Lin H, Fu X. Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact CheckingC//Proceedings of the Fifth Fact Extraction and VERification Workshop (FEVER). 2022: 6-15.

45 Subramanian S, Lee K. Hierarchical evidence set modeling for automated fact extraction and verificationJ. arXiv preprint arXiv:2010.05111, 2020.

46 Wang H, Li Y, Huang Z, et al. IMCI: Integrate Multi-view Contextual Information for Fact Extraction and VerificationJ. arXiv preprint arXiv:2208.14001, 2022.

47 Allein L, Saelens M, Cartuyvels R, et al. Implicit Temporal Reasoning for Evidence-Based Fact-CheckingJ. arXiv preprint arXiv:2302.12569, 2023.

48 Ou S, Liu Y. Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic ParsingC//Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2022: 7624-7638.

49 Jin Z, Lalwani A, Vaidhya T, et al. Logical fallacy detectionJ. arXiv preprint arXiv:2202.13758, 2022.

50 Chen J, Bao Q, Sun C, et al. Loren: Logic-regularized reasoning for interpretable fact verificationC//Proceedings of the AAAI Conference on Artificial Intelligence. 2022, 36(10): 10482-10491.

51 Liu Y, Zhu C, Zeng M. Modeling Entity Knowledge for Fact VerificationC//Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER). 2021: 50-59.

52 Wadden D, Lo K, Wang L L, et al. MultiVerS: Improving scientific claim verification with weak supervision and full-document contextJ. arXiv preprint arXiv:2112.01640, 2021.

53 Saeed M, Alfarano G, Nguyen K, et al. Neural re-rankers for evidence retrieval in the FEVEROUS taskC//Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER). 2021: 108-112.

54 Zeng F, Gao W. Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language ModelsJ. arXiv preprint arXiv:2306.02569, 2023.

55 Pan L, Lu X, Kan M Y, et al. QACHECK: A Demonstration System for Question-Guided Multi-Hop Fact-CheckingJ. arXiv preprint arXiv:2310.07609, 2023.

56 Hu X, Hong Z, Guo Z, et al. Read it Twice: Towards Faithfully Interpretable Fact Verification by Revisiting EvidenceC//Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2023: 2319-2323.

57 Zhong W, Xu J, Tang D, et al. Reasoning over semantic-level graph for fact checkingJ. arXiv preprint arXiv:1909.03745, 2019.

58 Nikopensius G, Mayank M, Phukan O C, et al. Reinforcement learning-based knowledge graph reasoning for explainable fact-checkingJ. arXiv preprint arXiv:2310.07613, 2023.

59 Rakotoson L, Letaillieur C, Massip S, et al. Science Checker: Extractive-Boolean Question Answering For Scientific Fact CheckingJ. arXiv preprint arXiv:2204.12263, 2022.

60 Vladika J, Matthes F. Scientific Fact-Checking: A Survey of Resources and ApproachesJ. arXiv preprint arXiv:2305.16859, 2023.

61 Wadden D, Lo K, Kuehl B, et al. SciFact-open: Towards open-domain scientific claim verificationJ. arXiv preprint arXiv:2210.13777, 2022.

62 Li M, Peng B, Zhang Z. Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language ModelsJ. arXiv preprint arXiv:2305.14623, 2023.

63 Chen W, Wang H, Chen J, et al. Tabfact: A large-scale dataset for table-based fact verificationJ. arXiv preprint arXiv:1909.02164, 2019.

64 Zhou Y, Liu X, Zhou K, et al. Table-based fact verification with self-adaptive mixture of expertsJ. arXiv preprint arXiv:2204.08753, 2022.

65 Malon C. Team papelo at FEVEROUS: Multi-hop evidence pursuitC//Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER). 2021: 40-49.

66 Si J, Zhou D, Li T, et al. Topic-aware evidence reasoning and stance-aware aggregation for fact verificationJ. arXiv preprint arXiv:2106.01191, 2021.

67 Lee N, Bang Y, Madotto A, et al. Towards few-shot fact-checking via perplexityJ. arXiv preprint arXiv:2103.09535, 2021.

68 Bazaga A, Liò P, Micklem G. Unsupervised Fact Verification by Language Model DistillationJ. arXiv preprint arXiv:2309.16540, 2023.

69 Ousidhoum N, Yuan Z, Vlachos A. Varifocal Question Generation for Fact-checkingJ. arXiv preprint arXiv:2210.12400, 2022.

70 Gi I Z, Fang T Y, Tsai R T H. Verdict Inference with Claim and Retrieved Elements Using RoBERTaC//Proceedings of the Fourth Workshop on Fact Extraction and VERification (FEVER). 2021: 60-65.

71 Khan K, Wang R, Poupart P. WatClaimCheck: A new dataset for claim entailment and inferenceC//Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2022: 1293-1304.

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