Text Generation

Text2midi: Generating Symbolic Music from Captions AAAI 2025 Text2Relight: Creative Portrait Relighting with Text Guidance AAAI 2025 Text4Seg: Reimagining Image Segmentation as Text Generation ICLR 2025 Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization EMNLP 2025 Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy COLING 2025 TextMaster: A Unified Framework for Realistic Text Editing via Glyph-Style Dual-Control ICCV 2025 Text Overlap: An LLM with Human-like Conversational Behaviors ACL 2025 Textual Aesthetics in Large Language Models EMNLP 2025 The Belief State Transformer ICLR 2025 The Canary’s Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text ICML 2025 The Diffusion Duality ICML 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 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 Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It ACL 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 The Missing Alignment Link of In-context Learning on Sequences ICML 2025 The Price of Format: Diversity Collapse in LLMs EMNLP 2025 The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing ACL 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