Large Language Models

Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment ACL 2025 Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI ICML 2025 Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges ICML 2025 Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs ACL 2025 Self Knowledge-Tracing for Tool Use (SKT-Tool): Helping LLM Agents Understand Their Capabilities in Tool Use NAACL 2025 SELF-PERCEPT: Introspection Improves Large Language Models’ Detection of Multi-Person Mental Manipulation in Conversations ACL 2025 SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025 Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ACL 2025 Self-Taught Agentic Long Context Understanding ACL 2025 Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ACL 2025 Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025 Semantic Inversion, Identical Replies: Revisiting Negation Blindness in Large Language Models EMNLP 2025 Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025 Semantic Outlier Removal with Embedding Models and LLMs ACL 2025 SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models SemEval 2025 SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog SemEval 2025 SEMINAR: SEMantic InformatioN Augmented JailbReak Attack in LLM ACML 2025 Sensitivity-LoRA : Low-Load Sensitivity-Based Fine-Tuning for Large Language Models EMNLP 2025 Sensorium Arc: AI Agent System for Oceanic Data Exploration and Interactive Eco-Art NeurIPS 2025 Sentiment Analysis of Arabic Tweets Using Large Language Models COLING 2025 Sentiment Analysis of Sinhala News Comments Using Transformers COLING 2025 Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation EMNLP 2025 Separating Tongue from Thought: Activation Patching Reveals Language-Agnostic Concept Representations in Transformers ACL 2025 SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator ICML 2025 SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification NAACL 2025