Evaluation

A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025 A French Version of the OLDI Seed Corpus EMNLP 2025 Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025 Agent-as-Judge for Factual Summarization of Long Narratives EMNLP 2025 AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025 AI and Climate Change Discourse: What Opinions Do Large Language Models Present? ACL 2025 AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ACL 2025 A Large and Balanced Corpus for Fine-grained Arabic Readability Assessment ACL 2025 Algorithmic Accountability in Small Data: Sample-Size-Induced Bias Within Classification Metrics AISTATS 2025 Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study ACL 2025 Aligning Black-box Language Models with Human Judgments NAACL 2025 A Measure of the System Dependence of Automated Metrics ACL 2025 A Multi-Armed Bandit Approach to Online Selection and Evaluation of Generative Models AISTATS 2025 Analyzing Generative Models by Manifold Entropic Metrics AISTATS 2025 Analyzing Interview Questions via Bloom’s Taxonomy to Enhance the Design Thinking Process ACL 2025 Analyzing Large Language Models’ pastiche ability: a case study on a 20th century Romanian author NAACL 2025 Analyzing the Linguistic Priors of Language Models with Synthetic Languages ACL 2025 An Analysis of Datasets, Metrics and Models in Keyphrase Generation ACL 2025 An Analysis of Scoring Methods for Reranking in Large Language Model Story Generation NAACL 2025 AnaScore: Understanding Semantic Parallelism in Proportional Analogies NAACL 2025 An Empirical Analysis of Machine Translation for Expanding Multilingual Benchmarks EMNLP 2025 An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4 ACL 2025 An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint EMNLP 2025 An Empirical Study of Position Bias in Modern Information Retrieval EMNLP 2025 An Evaluation Framework for Product Images Background Inpainting Based on Human Feedback and Product Consistency AAAI 2025