Large Language Models

SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning ICML 2025 SelectFormer in Data Markets: Privacy-Preserving and Efficient Data Selection for Transformers with Multi-Party Computation ICLR 2025 Selective Invocation for Multilingual ASR: A Cost-effective Approach Adapting to Speech Recognition Difficulty Interspeech 2025 Selective Preference Optimization via Token-Level Reward Function Estimation EMNLP 2025 Selective Prompt Anchoring for Code Generation ICML 2025 Selective Response Strategies for GenAI ICML 2025 Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models NAACL 2025 Selective Shot Learning for Code Explanation ACL 2025 Select-then-Route : Taxonomy guided Routing for LLMs EMNLP 2025 Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering EMNLP 2025 Self-Augmented Preference Alignment for Sycophancy Reduction in LLMs EMNLP 2025 SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment EMNLP 2025 Self-Boosting Large Language Models with Synthetic Preference Data ICLR 2025 SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models ICML 2025 Self-Contrastive Loop of Thought Method for Text-to-SQL Based on Large Language Model ACL 2025 Self-Correcting Code Generation Using Small Language Models EMNLP 2025 Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ACL 2025 Self-Ensemble: Mitigating Confidence Distortion for Large Language Models EMNLP 2025 Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ACL 2025 Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization AAAI 2025 Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation ACL 2025 Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall EMNLP 2025 Self-Harmonized Chain of Thought NAACL 2025 Self-Improvement for Audio Large Language Model using Unlabeled Speech Interspeech 2025 Self-Improvement in Language Models: The Sharpening Mechanism ICLR 2025