Fact-Checking

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models NeurIPS 2023 LM vs LM: Detecting Factual Errors via Cross Examination EMNLP 2023 Lost in Translation, Found in Spans: Identifying Claims in Multilingual Social Media EMNLP 2023 Med-HALT: Medical Domain Hallucination Test for Large Language Models CoNLL 2023 Multilingual Previously Fact-Checked Claim Retrieval EMNLP 2023 Multimodal Automated Fact-Checking: A Survey EMNLP 2023 Multiple Evidence Combination for Fact-Checking of Health-Related Information ACL 2023 NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023 Not all Fake News is Written: A Dataset and Analysis of Misleading Video Headlines EMNLP 2023 OpenRT: An Open-source Framework for Reasoning Over Tabular Data ACL 2023 PANACEA: An Automated Misinformation Detection System on COVID-19 EACL 2023 Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ACL 2023 QACheck: A Demonstration System for Question-Guided Multi-Hop Fact-Checking EMNLP 2023 QA-NatVer: Question Answering for Natural Logic-based Fact Verification EMNLP 2023 RARR: Researching and Revising What Language Models Say, Using Language Models ACL 2023 Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking EACL 2023 RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media EACL 2023 Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA EMNLP 2023 SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency EMNLP 2023 Scientific Fact-Checking: A Survey of Resources and Approaches ACL 2023 SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables EMNLP 2023 Search Augmented Instruction Learning EMNLP 2023 See How You Read? Multi-Reading Habits Fusion Reasoning for Multi-Modal Fake News Detection AAAI 2023 SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models EMNLP 2023 Shortcomings of Question Answering Based Factuality Frameworks for Error Localization EACL 2023