Fact-Checking

Integrating Argumentation and Hate-Speech-based Techniques for Countering Misinformation EMNLP 2024 InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers ACL 2024 Knowledge-Centric Hallucination Detection EMNLP 2024 Knowledge Graphs for Real-World Rumour Verification COLING 2024 Language Models Hallucinate, but May Excel at Fact Verification NAACL 2024 Large Language Models Help Humans Verify Truthfulness – Except When They Are Convincingly Wrong NAACL 2024 Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs EACL 2024 Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialogues EMNLP 2024 Learning to Generate Answers with Citations via Factual Consistency Models ACL 2024 Less is More for Improving Automatic Evaluation of Factual Consistency NAACL 2024 LI4: Label-Infused Iterative Information Interacting Based Fact Verification in Question-answering Dialogue COLING 2024 LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection EMNLP 2024 LLM Factoscope: Uncovering LLMs’ Factual Discernment through Measuring Inner States ACL 2024 LongDocFACTScore: Evaluating the Factuality of Long Document Abstractive Summarisation COLING 2024 Long-form factuality in large language models NeurIPS 2024 M3D: MultiModal MultiDocument Fine-Grained Inconsistency Detection EMNLP 2024 MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification EACL 2024 Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion EMNLP 2024 Merging AI Incidents Research with Political Misinformation Research: Introducing the Political Deepfakes Incidents Database AAAI 2024 Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations ACL 2024 MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents EMNLP 2024 MisinfoEval: Generative AI in the Era of “Alternative Facts” EMNLP 2024 Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation EMNLP 2024 Missci: Reconstructing Fallacies in Misrepresented Science ACL 2024 Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification EMNLP 2024