Generation

The Price of Format: Diversity Collapse in LLMs EMNLP 2025 The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support EMNLP 2025 The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing ACL 2025 The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents ACL 2025 These Aren’t the Vectors You’re Looking For: A Proof of Quantum Advantage in Compositional Generalization AACL 2025 The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding? ACL 2025 Thesis Proposal: A NeuroSymbolic Approach to Control Task-Oriented Dialog Systems IJCNLP 2025 The State and Fate of Summarization Datasets: A Survey NAACL 2025 The Theater Stage as Laboratory: Review of Real-Time Comedy LLM Systems for Live Performance COLING 2025 Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling ACL 2025 Thinking Before You Speak: A Proactive Test-time Scaling Approach EMNLP 2025 Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate Speech. ACL 2025 Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation ICLR 2025 ThinkSLM: Towards Reasoning in Small Language Models EMNLP 2025 Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech EMNLP 2025 Think while You Generate: Discrete Diffusion with Planned Denoising ICLR 2025 ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations EMNLP 2025 Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation EMNLP 2025 TigerLLM - A Family of Bangla Large Language Models ACL 2025 Time Is Effort: Estimating Human Post-Editing Time for Grammar Error Correction Tool Evaluation EMNLP 2025 Timestep Embeddings Trigger Collapse in Diffusion Text Generation CoNLL 2025 TinyTim: a family of language models for divergent generation NeurIPS 2025 TLPIQ at BioLaySumm: Hide and Seq, a FLAN-T5 Model for Biomedical Summarization ACL 2025 TMATH A Dataset for Evaluating Large Language Models in Generating Educational Hints for Math Word Problems COLING 2025 To Chat or Task: a Multi-turn Dialogue Generation Framework for Task-Oriented Dialogue Systems ACL 2025