Machine Learning

EvalAssist: LLM-as-a-Judge Simplified AAAI 2025 Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution AAAI 2025 Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite? EMNLP 2025 Evaluating and Aligning Human Economic Risk Preferences in LLMs EMNLP 2025 Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications NAACL 2025 Evaluating and Mitigating Linguistic Discrimination in Large Language Models: Perspectives on Safety Equity and Knowledge Equity IJCAI 2025 Evaluating and Mitigating Object Hallucination in Large Vision-Language Models: Can They Still See Removed Objects? NAACL 2025 Evaluating Automatic Speech Recognition Systems for Korean Meteorological Experts EMNLP 2025 Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education NAACL 2025 Evaluating Calibration of Arabic Pre-trained Language Models on Dialectal Text COLING 2025 Evaluating Conversational Agents with Persona-driven User Simulations based on Large Language Models: A Sales Bot Case Study EMNLP 2025 Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025 Evaluating Dialect Robustness of Language Models via Conversation Understanding COLING 2025 Evaluating distillation methods for data-efficient syntax learning EMNLP 2025 Evaluating Evaluation Metrics for Ancient Chinese to English Machine Translation NAACL 2025 Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and Prompts EMNLP 2025 Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting COLING 2025 Evaluating Generalization Capability of Language Models across Abductive, Deductive and Inductive Logical Reasoning COLING 2025 Evaluating Health Question Answering Under Readability-Controlled Style Perturbations EMNLP 2025 Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering AAAI 2025 Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective ACL 2025 Evaluating Index-based Treatment Allocation in Underresourced Communities AAAI 2025 Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework NAACL 2025 Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025 Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators ICML 2025