Natural Language Generation

abateam at SemEval-2026 Task 1: Plan2joke – Humor Policies for Type-Specific Two-Pass Humor Generation SemEval 2026 Beyond Noise: Characterizing Creative Potential in Unverifiable LLM Hallucinations ACL 2026 Child-directed speech facilitates production, not comprehension, in BabyLMs CoNLL 2026 CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation ACL 2026 Compositional Steering of Large Language Models with Steering Tokens ACL 2026 DecoCal: Decoding with Calibration in Diffusion Large Language Models ACL 2026 Decoupling Task-Solving and Output Formatting in LLM Generation ACL 2026 deepgpt at SemEval-2026 Task 1: A Chinese Humor Generation System via Instruction-Masked QLoRA and Reverse Constraint Data Mixing SemEval 2026 Discourse Coherence and Response-Guided Context Rewriting for Multi-Party Dialogue Generation ACL 2026 Evaluating Language Model Pluralism through In-the-wild Crowd Discussions ACL 2026 EvoNarrator: Modeling Scientific Evolution for Feasible Hypothesis Generation ACL 2026 EvoSpark: Endogenous Interactive Agent Societies for Unified Long-Horizon Narrative Evolution ACL 2026 From Fluent to Useful: Generative AI That Models Purpose, Audience, and Presenter for Scientific Communication ACL 2026 FunnyBorg at SemEval-2026 Task 1: Humor Generation SemEval 2026 GenProve: Learning to Generate Text with Fine-Grained Provenance ACL 2026 HuoziIME: An On-Device LLM-Enhanced Input Method for Deep Personalization ACL 2026 IceBreaker for Conversational Agents: Breaking the First-Message Barrier with Personalized Starters ACL 2026 ICT-NLP at SemEval-2026 Task 1: Humor Generation via RAG-based Augmentation and Multi-LLM Internal-External Voting SemEval 2026 Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation ACL 2026 Investigating the Representation of Backchannels and Fillers in Fine-tuned Language Models ACL 2026 IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking ACL 2026 IUQ: Interrogative Uncertainty Quantification for Long-Form Large Language Model Generation ACL 2026 JCT at SemEval-2026 Task 1: Let the Best Joke Win - A Generate - and-Rank Approach to Constrained Humor SemEval 2026 L52+-IIMAS-UNAM at SemEval-2026 Task 1 (MWAHAHA): Joke Selection Through a Multi-Stage Prompt-Engineering and Heuristic Pipeline SemEval 2026 Language Generation with Infinite Contamination COLT 2026