hallucination detection

HIT-MI&T Lab at SemEval-2024 Task 6: DeBERTa-based Entailment Model is a Reliable Hallucination Detector SemEval 2024 HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs EACL 2024 INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection ICLR 2024 InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024 InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers ACL 2024 Introducing GenCeption for Multimodal LLM Benchmarking: You May Bypass Annotations NAACL 2024 IRIT-Berger-Levrault at SemEval-2024: How Sensitive Sentence Embeddings are to Hallucinations? SemEval 2024 Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities NeurIPS 2024 Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method NAACL 2024 Knowledge-Centric Hallucination Detection EMNLP 2024 Leveraging Entailment Judgements in Cross-Lingual Summarisation ACL 2024 Leveraging Graph Structures to Detect Hallucinations in Large Language Models ACL 2024 LLM-Check: Investigating Detection of Hallucinations in Large Language Models NeurIPS 2024 LLM Internal States Reveal Hallucination Risk Faced With a Query EMNLP 2024 Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps EMNLP 2024 Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models EMNLP 2024 Maha Bhaashya at SemEval-2024 Task 6: Zero-Shot Multi-task Hallucination Detection SemEval 2024 MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection SemEval 2024 MARiA at SemEval 2024 Task-6: Hallucination Detection Through LLMs, MNLI, and Cosine similarity SemEval 2024 MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection NAACL 2024 Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion EMNLP 2024 Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences ACL 2024 MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models ACL 2024 MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations NeurIPS 2024 Multilingual Fine-Grained News Headline Hallucination Detection EMNLP 2024