Large Language Models

Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks ACL 2025 Self-Correction Makes LLMs Better Parsers EMNLP 2025 Self-Critique and Refinement for Faithful Natural Language Explanations EMNLP 2025 Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes NAACL 2025 Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ACL 2025 SELF-EVOLVED REWARD LEARNING FOR LLMS ICLR 2025 Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation ACL 2025 Self-Generated Critiques Boost Reward Modeling for Language Models NAACL 2025 Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall EMNLP 2025 Self-Harmonized Chain of Thought NAACL 2025 Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment ACL 2025 SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses AAAI 2025 Self-Play Preference Optimization for Language Model Alignment ICLR 2025 Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models ICLR 2025 Self-Pluralising Culture Alignment for Large Language Models NAACL 2025 Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models ACL 2025 Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models ACL 2025 Self-Training Elicits Concise Reasoning in Large Language Models ACL 2025 Self-Training Large Language Models for Tool-Use Without Demonstrations NAACL 2025 Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ACL 2025 Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models EMNLP 2025 Semantic Enhanced Heterogeneous Hypergraph Network for Collaborative Filtering AAAI 2025 Semantic Glitch: Agency and Artistry in an Autonomous Pixel Cloud NeurIPS 2025 Semantic Loss Guided Data Efficient Supervised Fine Tuning for Safe Responses in LLMs ICLR 2025 Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025