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Fact-Checking

976 directly classified papers

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Papers

Comparing Knowledge Sources for Open-Domain Scientific Claim Verification EACL 2024
Zero-shot Scientific Claim Verification Using LLMs and Citation Text ACL 2024
A Course Shared Task on Evaluating LLM Output for Clinical Questions ACL 2024
Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines? EMNLP 2024
Retrieving Semantics for Fact-Checking: A Comparative Approach using CQ (Claim to Question) & AQ (Answer to Question) EMNLP 2024
Integrating Argumentation and Hate-Speech-based Techniques for Countering Misinformation EMNLP 2024
The Automated Verification of Textual Claims (AVeriTeC) Shared Task EMNLP 2024
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection EMNLP 2024
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents EMNLP 2024
Attribute or Abstain: Large Language Models as Long Document Assistants EMNLP 2024
An Analysis of Multilingual FActScore EMNLP 2024
MisinfoEval: Generative AI in the Era of “Alternative Facts” EMNLP 2024
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese EMNLP 2024
Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models EMNLP 2024
M3D: MultiModal MultiDocument Fine-Grained Inconsistency Detection EMNLP 2024
On Fake News Detection with LLM Enhanced Semantics Mining EMNLP 2024
FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document EMNLP 2024
InFact: A Strong Baseline for Automated Fact-Checking EMNLP 2024
RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024
What Kind of Sourcery is This? Evaluating GPT-4’s Performance on Linking Scientific Fact to Citations EMNLP 2024
Rethinking Loss Functions for Fact Verification EACL 2024
FactAlign: Long-form Factuality Alignment of Large Language Models EMNLP 2024
Do Language Models Know When They’re Hallucinating References? EACL 2024
Reassess Summary Factual Inconsistency Detection with Large Language Model ACL 2024
What Makes Medical Claims (Un)Verifiable? Analyzing Entity and Relation Properties for Fact Verification EACL 2024