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llm evaluation

141 papers

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large language model (13587) benchmark evaluation (1556) evaluation benchmark (257) question answering (2963) language model (4599) prompt engineering (1135) hallucination detection (530) text generation (2913) evaluation metric (573) fairness evaluation (118)

Papers

“Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs EMNLP 2024
Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models EMNLP 2024
Adversarial Math Word Problem Generation EMNLP 2024
A Multi-Aspect Framework for Counter Narrative Evaluation using Large Language Models NAACL 2024
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NIPS 2024
DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents ACL 2024
Are LLM-based Evaluators Confusing NLG Quality Criteria? ACL 2024
Humans or LLMs as the Judge? A Study on Judgement Bias EMNLP 2024
STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions EMNLP 2024
CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation ACL 2024
SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models ACL 2024
An Empirical Analysis on Large Language Models in Debate Evaluation ACL 2024
Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA EMNLP 2023
INVITE: a Testbed of Automatically Generated Invalid Questions to Evaluate Large Language Models for Hallucinations EMNLP 2023
Post Turing: Mapping the landscape of LLM Evaluation EMNLP 2023
Can ChatGPT Assess Human Personalities? A General Evaluation Framework EMNLP 2023