Large Language Models

Aligning LLMs for Thai Legal Question Answering with Efficient Semantic-Similarity Rewards EMNLP 2025 Aligning LLMs with Individual Preferences via Interaction COLING 2025 Alignment Drift in CEFR-prompted LLMs for Interactive Spanish Tutoring ACL 2025 ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt COLING 2025 ALLaM: Large Language Models for Arabic and English ICLR 2025 All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark EMNLP 2025 All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025 All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment ACL 2025 ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling ICML 2025 ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models ACL 2025 Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models COLING 2025 ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models ACL 2025 Alzheimer’s Dementia Detection Using Perplexity from Paired Large Language Models Interspeech 2025 AMCrawl: An Arabic Web-Scale Dataset of Interleaved Image-Text Documents and Image-Text Pairs EMNLP 2025 amc: The Automated Mission Classifier for Telescope Bibliographies AACL 2025 am-ELO: A Stable Framework for Arena-based LLM Evaluation ICML 2025 AMI at WMT25 General Translation Task: How Low Can We Go? Finetuning Lightweight Llama Models for Low Resource Machine Translation EMNLP 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis EMNLP 2025 AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models ACL 2025 Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference NAACL 2025 Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs ICLR 2025 A Multi-persona Framework for Argument Quality Assessment ACL 2025 An Active Learning Framework for Inclusive Generation by Large Language Models COLING 2025 Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions COLING 2025