llm evaluation

Unsupervised Hallucination Detection by Inspecting Reasoning Processes EMNLP 2025 Veracity Bias and Beyond: Uncovering LLMs’ Hidden Beliefs in Problem-Solving Reasoning ACL 2025 Which of These Best Describes Multiple Choice Evaluation with LLMs? A) Forced B) Flawed C) Fixable D) All of the Above ACL 2025 YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering ACL 2025 Your Mileage May Vary: How Empathy and Demographics Shape Human Preferences in LLM Responses EMNLP 2025 Adversarial Math Word Problem Generation EMNLP 2024 A Multi-Aspect Framework for Counter Narrative Evaluation using Large Language Models NAACL 2024 An Empirical Analysis on Large Language Models in Debate Evaluation ACL 2024 Are LLM-based Evaluators Confusing NLG Quality Criteria? ACL 2024 Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration EMNLP 2024 Assessing Factual Reliability of Large Language Model Knowledge NAACL 2024 Can LLM be a Personalized Judge? EMNLP 2024 CodeJudge: Evaluating Code Generation with Large Language Models EMNLP 2024 ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models NAACL 2024 CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation ACL 2024 DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents ACL 2024 Don’t be my Doctor! Recognizing Healthcare Advice in Large Language Models EMNLP 2024 Evaluating Large Language Models at Evaluating Instruction Following ICLR 2024 Fusion-Eval: Integrating Assistant Evaluators with LLMs EMNLP 2024 “Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs EMNLP 2024 HelloFresh: LLM Evalutions on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits ACL 2024 How Good Are LLMs at Out-of-Distribution Detection? COLING 2024 Humans or LLMs as the Judge? A Study on Judgement Bias EMNLP 2024 I Could’ve Asked That: Reformulating Unanswerable Questions EMNLP 2024 IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NeurIPS 2024