Natural Language Generation

Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning ACL 2026 MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools ACL 2026 On Characterizations for Language Generation: Interplay of Hallucinations, Breadth, and Stability ALT 2026 One-step Nonautoregressive Natural Language Generation with Shortcut Flow Matching Models ACL 2026 Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance ACL 2026 PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf ACL 2026 PodBench: A Comprehensive Benchmark for Instruction-Aware Audio-Oriented Podcast Script Generation ACL 2026 PosterForest: Hierarchical Multi-Agent Collaboration for Scientific Poster Generation ACL 2026 ReportLogic: Evaluating Logical Quality in Deep Research Reports ACL 2026 SLPGFJWUInsa at SemEval-2026 Task 1: Enhancing Linguistic Creativity for English Text-Based Humor SemEval 2026 Surprisal Minimisation over Goal-directed Alternatives Predicts Production Choice in Dialogue ACL 2026 Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models ACL 2026 Synthetic Data Generation for Training Diversified Commonsense Reasoning Models ACL 2026 Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility ACL 2026 Triviality Corrected Endogenous Reward ACL 2026 Unlocking the Potential of Diffusion Language Models through Template Infilling ACL 2026 Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning ACL 2026 YNU-HPCC at SemEval-2026 Task 1: Constraint-Aware In-Context Learning for Multilingual Humor Generation SemEval 2026 A Constrained Text Revision Agent via Iterative Planning and Searching ACL 2025 A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025 Advancing Question Generation with Joint Narrative and Difficulty Control ACL 2025 Agents' Room: Narrative Generation through Multi-step Collaboration ICLR 2025 AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025 Automatic Generation of Inference Making Questions for Reading Comprehension Assessments ACL 2025 Automating Alternative Generation in Decision-Making EMNLP 2025