Text Generation

ABARUAH at SemEval-2026 Task 1: Leveraging High-Resolution VLMs and Reasoning LLMs for Multimodal Humor Generation SemEval 2026 AdaFuse: Adaptive Ensemble Decoding for Large Language Models ACL 2026 Child-directed speech facilitates production, not comprehension, in BabyLMs CoNLL 2026 CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit ACL 2026 EDSD: Entropy-Driven Design for Faster Speculative Decoding ACL 2026 Efficient Provably Secure Linguistic Steganography via Range Coding ACL 2026 MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture CVPR 2026 RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation SemEval 2026 SAT-RRG: LLM-Guided Self-Adaptive Training for Radiology Report Generation with Token-Level Push-Pull Optimization CVPR 2026 CollabStory: Multi-LLM Collaborative Story Generation and Authorship Analysis NAACL 2025 Dynamic Order Template Prediction for Generative Aspect-Based Sentiment Analysis ACL 2025 Energy-Based Diffusion Language Models for Text Generation ICLR 2025 Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025 FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring ACL 2025 GRAMMAR-LLM: Grammar-Constrained Natural Language Generation ACL 2025 Hindsight Merging: Diverse Data Generation with Language Models UAI 2025 Length Controlled Generation for Black-box LLMs ACL 2025 Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling ICLR 2025 NarrativeNexus at SemEval-2025 Task 10: Entity Framing and Narrative Extraction using BART SemEval 2025 Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025 Song Form-aware Full-Song Text-to-Lyrics Generation with Multi-Level Granularity Syllable Count Control Interspeech 2025 Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor ACL 2024 Event-Keyed Summarization EMNLP 2024 Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM EMNLP 2024 Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments EMNLP 2024