Evaluation

Evaluating Large Language Models for Detecting Antisemitism EMNLP 2025 Evaluating LLMs with Multiple Problems at once ACL 2025 Evaluating Model Perception of Color Illusions in Photorealistic Scenes CVPR 2025 Evaluating Numeracy of Language Models as a Natural Language Inference Task NAACL 2025 Evaluating Pretrained Causal Language Models for Synonymy ACL 2025 Evaluating Robustness of LLMs to Numerical Variations in Mathematical Reasoning NAACL 2025 Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA ACL 2025 Evaluating Step-by-step Reasoning Traces: A Survey EMNLP 2025 Evaluating Structural and Linguistic Quality in Urdu DRS Parsing and Generation through Bidirectional Evaluation COLING 2025 Evaluating the Evaluators: Are readability metrics good measures of readability? EMNLP 2025 Evaluating the Quality of Benchmark Datasets for Low-Resource Languages: A Case Study on Turkish ACL 2025 Evaluating WMT 2025 Metrics Shared Task Submissions on the SSA-MTE African Challenge Set EMNLP 2025 Evaluation of Text-to-Image Generation from a Creativity Perspective EMNLP 2025 Evaluation Sheet for Deep Research: A Use Case for Academic Survey Writing EMNLP 2025 Event-based evaluation of abstractive news summarization ACL 2025 Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks AAAI 2025 Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025 EXECUTE: A Multilingual Benchmark for LLM Token Understanding ACL 2025 Expanding the WMT24++ Benchmark with Rumantsch Grischun, Sursilvan, Sutsilvan, Surmiran, Puter, and Vallader EMNLP 2025 Explaining Human Preferences via Metrics for Structured 3D Reconstruction ICCV 2025 Exploring Limitations of LLM Capabilities with Multi-Problem Evaluation NAACL 2025 Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios EMNLP 2025 Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis ACL 2025 Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning ACL 2025 Extending Automatic Machine Translation Evaluation to Book-Length Documents EMNLP 2025