Evaluation

ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025 Time Is Effort: Estimating Human Post-Editing Time for Grammar Error Correction Tool Evaluation EMNLP 2025 TLUE: A Tibetan Language Understanding Evaluation Benchmark EMNLP 2025 Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs EMNLP 2025 ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use ACL 2025 TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025 Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models IJCAI 2025 Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts EMNLP 2025 Towards a Principled Evaluation of Knowledge Editors ACL 2025 Towards Better Evaluation for Generated Patent Claims ACL 2025 Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework ACL 2025 Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle Challenges COLING 2025 Towards Evaluation of Language Models with Skill Dimensions: A Case Study on Narrative Question Answering EMNLP 2025 Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025 Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception ACL 2025 Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation COLING 2025 Towards Optimal Evaluation Efficiency for Large Language Models EMNLP 2025 Towards Region-aware Bias Evaluation Metrics NAACL 2025 Towards Robust Mathematical Reasoning EMNLP 2025 Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025 (Towards) Scalable Reliable Automated Evaluation with Large Language Models ACL 2025 Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments AAAI 2025 Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding ICCV 2025 Trade-offs in Image Generation: How Do Different Dimensions Interact? ICCV 2025 Transitive self-consistency evaluation of NLI models without gold labels EMNLP 2025