Large Language Models

Towards Long Context Hallucination Detection NAACL 2025 Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation EMNLP 2025 Towards Objective Fine-tuning: How LLMs’ Prior Knowledge Causes Potential Poor Calibration? ACL 2025 Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025 Towards Open-Ended Discovery for Low-Resource NLP EMNLP 2025 Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language ACL 2025 Towards Practical Defect-Focused Automated Code Review ICML 2025 Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025 Towards Region-aware Bias Evaluation Metrics NAACL 2025 Towards Reliable Large Audio Language Model ACL 2025 Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models AAAI 2025 Towards Robust Mathematical Reasoning EMNLP 2025 (Towards) Scalable Reliable Automated Evaluation with Large Language Models ACL 2025 Towards the Law of Capacity Gap in Distilling Language Models ACL 2025 Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure ACL 2025 Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs IJCAI 2025 Towards Truly Open, Language-Specific, Safe, Factual, and Specialized Large Language Models COLING 2025 Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis ICML 2025 Towards Understanding LLM-Generated Biomedical Lay Summaries NAACL 2025 Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments AAAI 2025 Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings ICML 2025 Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding ICCV 2025 Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models CVPR 2025 Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025 ToW: Thoughts of Words Improve Reasoning in Large Language Models NAACL 2025