evaluation metric

Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025 ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation IJCNLP 2025 Creative Planning with Language Models: Practice, Evaluation and Applications NAACL 2025 CRScore: Grounding Automated Evaluation of Code Review Comments in Code Claims and Smells NAACL 2025 Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models EMNLP 2025 DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models EMNLP 2025 Don’t Sweat the Small Stuff: Segment-Level Meta-Evaluation Based on Pairwise Difference Correlation EMNLP 2025 DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models AAAI 2025 Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation CVPR 2025 Evaluating Evaluation Metrics for Ancient Chinese to English Machine Translation NAACL 2025 Evaluating Evaluation Metrics – The Mirage of Hallucination Detection EMNLP 2025 Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering AAAI 2025 Evaluating LLM-Generated Diagrams as Graphs EMNLP 2025 Evaluating Neuron Explanations: A Unified Framework with Sanity Checks ICML 2025 Evaluating Sequence Labeling on the basis of Information Theory ACL 2025 Evaluating Spatiotemporal Consistency in Automatically Generated Sewing Instructions EMNLP 2025 Evaluating Text Generation Quality Using Spectral Distances of Surprisal EMNLP 2025 Evaluating Text Style Transfer Evaluation: Are There Any Reliable Metrics? NAACL 2025 Evaluation Sheet for Deep Research: A Use Case for Academic Survey Writing EMNLP 2025 Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks AAAI 2025 EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations ACL 2025 Explaining Human Preferences via Metrics for Structured 3D Reconstruction ICCV 2025 Explaining Length Bias in LLM-Based Preference Evaluations EMNLP 2025 Feeding Two Birds or Favoring One? Adequacy–Fluency Tradeoffs in Evaluation and Meta-Evaluation of Machine Translation EMNLP 2025 Findings of the AmericasNLP 2025 Shared Tasks on Machine Translation, Creation of Educational Material, and Translation Metrics for Indigenous Languages of the Americas NAACL 2025