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Evaluation

1654 directly classified papers

Papers per year

Papers

VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning EMNLP 2025
AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025
QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ACL 2025
PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025
EditBoard: Towards a Comprehensive Evaluation Benchmark for Text-Based Video Editing Models AAAI 2025
o-MEGA: Optimized Methods for Explanation Generation and Analysis EMNLP 2025
ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction ICCV 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs EMNLP 2025
Membership Inference Attacks with False Discovery Rate Control ICCV 2025
SAGE: A Generic Framework for LLM Safety Evaluation EMNLP 2025
InductionBench: LLMs Fail in the Simplest Complexity Class ACL 2025
Truth, Trust, and Trouble: Medical AI on the Edge EMNLP 2025
An Empirical Study of Position Bias in Modern Information Retrieval EMNLP 2025
InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025
Conflicts in Texts: Data, Implications and Challenges EMNLP 2025
From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes EMNLP 2025
HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth EMNLP 2025
Time Is Effort: Estimating Human Post-Editing Time for Grammar Error Correction Tool Evaluation EMNLP 2025
Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models ACL 2025
Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025
Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm ACL 2025
Theory of Mind in Large Language Models: Assessment and Enhancement ACL 2025
When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA EMNLP 2025
SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025
MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses EMNLP 2025