Natural Language Processing

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-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models ICLR 2025 SELF-PERCEPT: Introspection Improves Large Language Models’ Detection of Multi-Person Mental Manipulation in Conversations ACL 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 SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025 Self-Retrieval from Distant Contexts for Document-Level Machine Translation EMNLP 2025 Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models ACL 2025 Self-Supervised Collaborative Information Bottleneck for Text Readability Assessment AAAI 2025 Self-Supervised Models of Speech Processing for Haitian Creole Interspeech 2025 Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models ACL 2025 Self-Taught Agentic Long Context Understanding 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 Self-Vocabularizing Training for Neural Machine Translation NAACL 2025 Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025 Semantic Analysis of Jurisprudential Zoroastrian Texts in Pahlavi: A Word Embedding Approach for an Extremely Under-Resourced, Extinct Language COLING 2025