comparative evaluation

A Comparative Evaluation of Open-Source Models for Russian-Kazakh Translation EACL 2026 LLM BiasScope: A Real-Time Bias Analysis Platform for Comparative LLM Evaluation EACL 2026 A Comparative Analysis of Ethical and Safety Gaps in LLMs using Relative Danger Coefficient NAACL 2025 Are Humans as Brittle as Large Language Models? IJCNLP 2025 CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following Analysis NAACL 2025 Can AI Make Us Laugh? Comparing Jokes Generated by Witscript and a Human Expert COLING 2025 Can Large Language Models Outperform Non-Experts in Poetry Evaluation? A Comparative Study Using the Consensual Assessment Technique EMNLP 2025 CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization EMNLP 2025 Discovering Divergent Representations between Text-to-Image Models ICCV 2025 Educators’ Perceptions of Large Language Models as Tutors: Comparing Human and AI Tutors in a Blind Text-only Setting ACL 2025 FlagEval-Arena: A Side-by-Side Comparative Evaluation Platform for Large Language Models and Text-Driven AIGC ACL 2025 Text Annotation via Inductive Coding: Comparing Human Experts to LLMs in Qualitative Data Analysis NAACL 2025 How Much Annotation is Needed to Compare Summarization Models? NAACL 2024 Ranking Large Language Models without Ground Truth ACL 2024 Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? ACL 2024 A Study on Annotation Interfaces for Summary Comparison ACL 2023 Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023 Is GPT-4 a Good Data Analyst? EMNLP 2023 Non-neural Models Matter: a Re-evaluation of Neural Referring Expression Generation Systems ACL 2022 Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models AAAI 2020 Evaluating Automatic Term Extraction Methods on Individual Documents ACL 2019 Is It Worth the Attention? A Comparative Evaluation of Attention Layers for Argument Unit Segmentation ACL 2019 A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really? EACL 2017