Large Language Models

Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information IJCAI 2025 ACL 2025 Industry Track: Overview ACL 2025 A Compact Model for Mathematics Problem Representations Distilled from BERT AAAI 2025 A Comparative Analysis of Retrieval-Augmented Generation Techniques for Bengali Standard-to-Dialect Machine Translation Using LLMs AACL 2025 A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-1950 NAACL 2025 A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025 A Comprehensive Evaluation of Large Language Models for Retrieval-Augmented Generation under Noisy Conditions AACL 2025 A Comprehensive Evaluation on Event Reasoning of Large Language Models AAAI 2025 A Comprehensive Literary Chinese Reading Comprehension Dataset with an Evidence Curation Based Solution EMNLP 2025 A Comprehensive Overhaul of Multimodal Assistant with Small Language Models AAAI 2025 A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies EMNLP 2025 A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare EMNLP 2025 Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025 Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains EMNLP 2025 Active Evaluation Acquisition for Efficient LLM Benchmarking ICML 2025 Active Reward Modeling: Adaptive Preference Labeling for Large Language Model Alignment ICML 2025 AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025 AdaEdit: Advancing Continuous Knowledge Editing For Large Language Models ACL 2025 Ada-K Routing: Boosting the Efficiency of MoE-based LLMs ICLR 2025 AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness ACL 2025 Adam-mini: Use Fewer Learning Rates To Gain More ICLR 2025 Adaptation of Large Language Models NAACL 2025 Adapters for Altering LLM Vocabularies: What Languages Benefit the Most? ICLR 2025 Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025 Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and Outcomes EMNLP 2025