Generation

The Art of Tool Interface Design ACL 2025 The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs ACL 2025 The Belief State Transformer ICLR 2025 The Canary’s Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text ICML 2025 The Crucial Role of Samplers in Online Direct Preference Optimization ICLR 2025 The Diffusion Duality ICML 2025 The Emperor’s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in SFT EMNLP 2025 “The Facts Speak for Themselves”: GPT and Fallacy Classification ACL 2025 The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation ACL 2025 The First Workshop on Multilingual Counterspeech Generation at COLING 2025: Overview of the Shared Task COLING 2025 The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models EMNLP 2025 The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models NAACL 2025 The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering ICML 2025 The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation ICLR 2025 The Illusion of Empathy: How AI Chatbots Shape Conversation Perception AAAI 2025 The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It ACL 2025 The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion CVPR 2025 The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025 The Lies Characters Tell: Utilizing Large Language Models to Normalize Adversarial Unicode Perturbations ACL 2025 The Logical Implication Steering Method for Conditional Interventions on Transformer Generation ICML 2025 Theme-Explanation Structure for Table Summarization using Large Language Models: A Case Study on Korean Tabular Data ACL 2025 The Missing Alignment Link of In-context Learning on Sequences ICML 2025 The Nakba Lexicon: Building a Comprehensive Dataset from Palestinian Literature COLING 2025 The OMG dataset: An Open MetaGenomic corpus for mixed-modality genomic language modeling ICLR 2025 Theoretical Analysis of Hierarchical Language Recognition and Generation by Transformers without Positional Encoding ACL 2025