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Fact-Checking

976 directly classified papers

Papers per year

Papers

Understanding Fine-grained Distortions in Reports of Scientific Findings ACL 2024
Evidence Retrieval is almost All You Need for Fact Verification ACL 2024
HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection NIPS 2024
$\texttt{ConflictBank}$: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs NIPS 2024
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia NIPS 2024
SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection CVPR 2024
ClaimLens: Automated, Explainable Fact-Checking on Voting Claims Using Frame-Semantics EMNLP 2024
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection EMNLP 2024
Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild EMNLP 2024
Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification EMNLP 2024
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension EMNLP 2024
Zero-Shot Fact Verification via Natural Logic and Large Language Models EMNLP 2024
Dunamu-ml’s Submissions on AVERITEC Shared Task EMNLP 2024
FZI-WIM at AVeriTeC Shared Task: Real-World Fact-Checking with Question Answering EMNLP 2024
Zero-Shot Learning and Key Points Are All You Need for Automated Fact-Checking EMNLP 2024
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs EMNLP 2024
SK_DU Team: Cross-Encoder based Evidence Retrieval and Question Generation with Improved Prompt for the AVeriTeC Shared Task EMNLP 2024
Exploring Retrieval Augmented Generation For Real-world Claim Verification EMNLP 2024
HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims EMNLP 2024
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task EMNLP 2024
Evidence Retrieval for Fact Verification using Multi-stage Reranking EMNLP 2024
What Kind of Sourcery is This? Evaluating GPT-4’s Performance on Linking Scientific Fact to Citations EMNLP 2024
RAG-Fusion Based Information Retrieval for Fact-Checking EMNLP 2024
InFact: A Strong Baseline for Automated Fact-Checking EMNLP 2024
Enhancing Fact Verification with Causal Knowledge Graphs and Transformer-Based Retrieval for Deductive Reasoning EMNLP 2024