hallucination detection

Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector EMNLP 2024 SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection SemEval 2024 Strong hallucinations from negation and how to fix them ACL 2024 Team Bolaca at SemEval-2024 Task 6: Sentence-transformers are all you need SemEval 2024 The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models ACL 2024 Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection EMNLP 2024 THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Models CVPR 2024 TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models ACL 2024 To Believe or Not to Believe Your LLM: Iterative Prompting for Estimating Epistemic Uncertainty NeurIPS 2024 TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization NAACL 2024 ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models EMNLP 2024 Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution ACL 2024 Tutorial Proposal: Hallucination in Large Language Models COLING 2024 TU Wien at SemEval-2024 Task 6: Unifying Model-Agnostic and Model-Aware Techniques for Hallucination Detection SemEval 2024 Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild EMNLP 2024 UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation ACL 2024 Uncertainty in Language Models: Assessment through Rank-Calibration EMNLP 2024 Unified Hallucination Detection for Multimodal Large Language Models ACL 2024 UniSumEval: Towards Unified, Fine-grained, Multi-dimensional Summarization Evaluation for LLMs EMNLP 2024 Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models ACL 2024 Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses EMNLP 2024 VisDiaHalBench: A Visual Dialogue Benchmark For Diagnosing Hallucination in Large Vision-Language Models ACL 2024 AlignScore: Evaluating Factual Consistency with A Unified Alignment Function ACL 2023 A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection EMNLP 2023 An Investigation of Evaluation Methods in Automatic Medical Note Generation ACL 2023