Large Language Models

Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments NeurIPS 2024 SelfIE: Self-Interpretation of Large Language Model Embeddings ICML 2024 Self-Infilling Code Generation ICML 2024 Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models ICML 2024 Self-Powered LLM Modality Expansion for Large Speech-Text Models EMNLP 2024 Self-Recognition in Language Models EMNLP 2024 Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models EMNLP 2024 Self-Rewarding Language Models ICML 2024 Self-Specialization: Uncovering Latent Expertise within Large Language Models ACL 2024 Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels NeurIPS 2024 Self-Supervised Position Debiasing for Large Language Models ACL 2024 Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness EMNLP 2024 Self-training Language Models for Arithmetic Reasoning EMNLP 2024 Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement CVPR 2024 Self-training Large Language Models through Knowledge Detection EMNLP 2024 Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM ACL 2024 Semantics or spelling? Probing contextual word embeddings with orthographic noise ACL 2024 SemEval-2024 Task 5: Argument Reasoning in Civil Procedure SemEval 2024 SemEval-2024 Task 7: Numeral-Aware Language Understanding and Generation SemEval 2024 SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection SemEval 2024 Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation AAAI 2024 Sequential LLM Framework for Fashion Recommendation EMNLP 2024 SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NeurIPS 2024 SGLang: Efficient Execution of Structured Language Model Programs NeurIPS 2024 SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully EMNLP 2024