Evaluation

ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events ACL 2025 Circuit-Tracer: A New Library for Finding Feature Circuits EMNLP 2025 CiteEval: Principle-Driven Citation Evaluation for Source Attribution ACL 2025 CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis EMNLP 2025 CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction ACL 2025 ClimateEval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change ACL 2025 CMT-Eval: A Novel Chinese Multi-turn Dialogue Evaluation Dataset Addressing Real-world Conversational Challenges EMNLP 2025 CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts ICCV 2025 Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025 CogLM: Tracking Cognitive Development of Large Language Models NAACL 2025 CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models ACL 2025 CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ACL 2025 Com2 : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models ACL 2025 Comparing Behavioral Patterns of LLM and Human Tutors: A Population-level Analysis with the CIMA Dataset ACL 2025 CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025 Conceptual Diagnostics for Knowledge Graphs and Large Language Models ACL 2025 Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests AAAI 2025 CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions ACL 2025 Conflicts in Texts: Data, Implications and Challenges EMNLP 2025 Confounding Factors in Relating Model Performance to Morphology EMNLP 2025 ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords ACL 2025 ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities ACL 2025 Consistent Validation for Predictive Methods in Spatial Settings AISTATS 2025 Contamination Budget: Trade-offs Between Breadth, Depth and Difficulty IJCAI 2025 Context Is Ubiquitous, but Rarely Changes Judgments: Revisiting Document-Level MT Evaluation EMNLP 2025