Large Language Models

SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science ACL 2025 Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding CVPR 2025 SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025 Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models ACL 2025 SEK: Self-Explained Keywords Empower Large Language Models for Code Generation ACL 2025 Select-then-Route : Taxonomy guided Routing for LLMs EMNLP 2025 Self-attention-based Graph-of-Thought for Math Problem Solving ACL 2025 Self-Contrastive Loop of Thought Method for Text-to-SQL Based on Large Language Model ACL 2025 Self-Improvement in Multimodal Large Language Models: A Survey EMNLP 2025 SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses AAAI 2025 SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 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-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ACL 2025 SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition EMNLP 2025 Sentiment Analysis of Arabic Tweets Using Large Language Models COLING 2025 Sentiment Reasoning for Healthcare ACL 2025 SEPS: A Separability Measure for Robust Unlearning in LLMs EMNLP 2025 SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025 Sequence-level Large Language Model Training with Contrastive Preference Optimization NAACL 2025 Serial Position Effects of Large Language Models ACL 2025 SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025 SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025 Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data? ACL 2025 Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models ACL 2025