Large Language Models

Learning How Hard to Think: Input-Adaptive Allocation of LM Computation ICLR 2025 Learning In-context n-grams with Transformers: Sub-n-grams Are Near-Stationary Points ICML 2025 Learning LLM-as-a-Judge for Preference Alignment ICLR 2025 Learning Multiple Object States from Actions via Large Language Models WACV 2025 Learning Task Representations from In-Context Learning ACL 2025 Learning Theorem Rationale for Improving the Mathematical Reasoning Capability of Large Language Models AAAI 2025 Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025 Learning to Insert [PAUSE] Tokens for Better Reasoning ACL 2025 Learning to Instruct: Fine-Tuning a Task-Aware Instruction Optimizer for Black-Box LLMs EMNLP 2025 Learning to Plan Before Answering: Self-Teaching LLMs to Learn Abstract Plans for Problem Solving ICLR 2025 Learning to Prompt with Text Only Supervision for Vision-Language Models AAAI 2025 Learning to Reason from Feedback at Test-Time ACL 2025 Learning to Reason via Self-Iterative Process Feedback for Small Language Models COLING 2025 Learning to Search Effective Example Sequences for In-Context Learning NAACL 2025 Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator NAACL 2025 Learning to Summarize from LLM-generated Feedback NAACL 2025 Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025 LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop EMNLP 2025 Learn Together: Joint Multitask Finetuning of Pretrained KG-enhanced LLM for Downstream Tasks COLING 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning IJCAI 2025 Learn Your Reference Model for Real Good Alignment ICLR 2025 Legal Document Summarization: A Zero-shot Modular Agentic Workflow Approach AACL 2025 LEGION: Learning to Ground and Explain for Synthetic Image Detection ICCV 2025 LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors EMNLP 2025