← Learning Types
Machine Learning › Learning Types ›

Evaluation

1654 directly classified papers

Papers per year

Papers

Measuring scalar constructs in social science with LLMs EMNLP 2025
Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025
Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025
ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025
Batched Self-Consistency Improves LLM Relevance Assessment and Ranking EMNLP 2025
AraEval: An Arabic Multi-Task Evaluation Suite for Large Language Models EMNLP 2025
Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025
SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities EMNLP 2025
LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025
The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs EMNLP 2025
SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants? EMNLP 2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist EMNLP 2025
AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025
PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025
o-MEGA: Optimized Methods for Explanation Generation and Analysis EMNLP 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs EMNLP 2025
SAGE: A Generic Framework for LLM Safety Evaluation EMNLP 2025
Truth, Trust, and Trouble: Medical AI on the Edge EMNLP 2025
InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025
From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes EMNLP 2025
Time Is Effort: Estimating Human Post-Editing Time for Grammar Error Correction Tool Evaluation EMNLP 2025
Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025
SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025
AveniBench: Accessible and Versatile Evaluation of Finance Intelligence COLING 2025
A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025