Generation

Specification-Aware Machine Translation and Evaluation for Purpose Alignment EMNLP 2025 SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025 Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding ICML 2025 Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling ICLR 2025 Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025 Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025 Splintering Nonconcatenative Languages for Better Tokenization ACL 2025 Spoken Conversational Agents with Large Language Models EMNLP 2025 Sports and Women’s Sports: Gender Bias in Text Generation with Olympic Data NAACL 2025 SPORTSQL: An Interactive System for Real-Time Sports Reasoning and Visualization IJCNLP 2025 Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization EMNLP 2025 Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation ACL 2025 SPRI: Aligning Large Language Models with Context-Situated Principles ICML 2025 SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration AAAI 2025 SQLGenie: A Practical LLM based System for Reliable and Efficient SQL Generation ACL 2025 SQLong: Enhanced NL2SQL for Longer Contexts with LLMs ACL 2025 SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements EMNLP 2025 SQUREL at TSAR 2025 Shared Task CEFR-Controlled Text Simplification with Prompting and Reinforcement Fine-Tuning EMNLP 2025 SR-LLM: Rethinking the Structured Representation in Large Language Model ACL 2025 SRS-Stories: Vocabulary-constrained multilingual story generation for language learning EMNLP 2025 SS-GEN: A Social Story Generation Framework with Large Language Models AAAI 2025 STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback EMNLP 2025 STAIR-AIG: Optimizing the Automated Item Generation Process through Human-AI Collaboration for Critical Thinking Assessment ACL 2025 STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling AAAI 2025 Stance-aware Definition Generation for Argumentative Texts ACL 2025