large language model

Studying the Representation of the LGBTQ+ Community in RuPaul’s Drag Race with LLM-Based Topic Modeling NAACL 2025 “Stupid robot, I want to speak to a human!” User Frustration Detection in Task-Oriented Dialog Systems COLING 2025 Style Over Substance: Evaluation Biases for Large Language Models COLING 2025 SubDocTrans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation EMNLP 2025 Subjective Behaviors and Preferences in LLM: Language of Browsing EMNLP 2025 SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation ACL 2025 Submission for WMT25 Task 3 EMNLP 2025 Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025 Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making EMNLP 2025 sudoLLM: On Multi-role Alignment of Language Models EMNLP 2025 SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment ACL 2025 Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification EMNLP 2025 Summary Factual Inconsistency Detection Based on LLMs Enhanced by Universal Information Extraction ACL 2025 SummPilot: Bridging Efficiency and Customization for Interactive Summarization System AAAI 2025 SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA NAACL 2025 Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization ICLR 2025 Superfluous Instruction: Vulnerabilities Stemming from Task-Specific Superficial Expressions in Instruction Templates ACL 2025 Supporting Plain Language Summarization of Psychological Meta-Analyses with Large Language Models IJCNLP 2025 Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling NAACL 2025 Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025 Surprise Calibration for Better In-Context Learning EMNLP 2025 SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing IJCNLP 2025 SurveyGen: Quality-Aware Scientific Survey Generation with Large Language Models EMNLP 2025 SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation NAACL 2025 SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025