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Fact-Checking

976 directly classified papers

Papers per year

Papers

KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models EMNLP 2023
FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation EMNLP 2023
Med-HALT: Medical Domain Hallucination Test for Large Language Models EMNLP 2023
Are Large Language Models Reliable Judges? A Study on the Factuality Evaluation Capabilities of LLMs EMNLP 2023
See How You Read? Multi-Reading Habits Fusion Reasoning for Multi-Modal Fake News Detection AAAI 2023
WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom EMNLP 2023
Support or Refute: Analyzing the Stance of Evidence to Detect Out-of-Context Mis- and Disinformation EMNLP 2023
Not all Fake News is Written: A Dataset and Analysis of Misleading Video Headlines EMNLP 2023
Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction ACL 2023
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care NIPS 2023
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models NIPS 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models NIPS 2023
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks NIPS 2023
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing AAAI 2023
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information NIPS 2023
RARR: Researching and Revising What Language Models Say, Using Language Models ACL 2023
Enhancing Information Retrieval in Fact Extraction and Verification EACL 2023
An Entity-based Claim Extraction Pipeline for Real-world Biomedical Fact-checking EACL 2023
Entity-Aware Dual Co-Attention Network for Fake News Detection EACL 2023
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web NIPS 2023
Implicit Temporal Reasoning for Evidence-Based Fact-Checking EACL 2023
CoP: Factual Inconsistency Detection by Controlling the Preference AAAI 2023
Med-HALT: Medical Domain Hallucination Test for Large Language Models CONLL 2023
Open-Domain, Content-Based, Multi-Modal Fact-Checking of Out-of-Context Images via Online Resources CVPR 2022
Towards Fine-Grained Reasoning for Fake News Detection AAAI 2022