Large Language Models

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time EMNLP 2025 AlphaPO: Reward Shape Matters for LLM Alignment ICML 2025 Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search ICML 2025 AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement ICML 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 AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation EMNLP 2025 AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025 A Mathematical Framework for AI-Human Integration in Work ICML 2025 Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization EMNLP 2025 Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models NAACL 2025 am-ELO: A Stable Framework for Arena-based LLM Evaluation ICML 2025 A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models ICML 2025 Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View NAACL 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 A.M.P at SciHal2025: Automated Hallucination Detection in Scientific Content via LLMs and Prompt Engineering ACL 2025 AMPO: Active Multi Preference Optimization for Self-play Preference Selection ICML 2025 AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models EMNLP 2025 Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries EMNLP 2025 A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025 A Multi-persona Framework for Argument Quality Assessment ACL 2025 Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models NAACL 2025 Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation? EMNLP 2025 Analyze Feature Flow to Enhance Interpretation and Steering in Language Models ICML 2025 Analyzing Interview Questions via Bloom’s Taxonomy to Enhance the Design Thinking Process ACL 2025