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Natural Language Generation

536 papers

Papers per year

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33

Papers

PosterForest: Hierarchical Multi-Agent Collaboration for Scientific Poster Generation ACL 2026
CHIMERA: A Knowledge Base of Scientific Idea Recombinations for Research Analysis and Ideation ACL 2026
GenProve: Learning to Generate Text with Fine-Grained Provenance ACL 2026
MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools ACL 2026
Investigating the Representation of Backchannels and Fillers in Fine-tuned Language Models ACL 2026
Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning ACL 2026
Unlocking the Potential of Diffusion Language Models through Template Infilling ACL 2026
ReportLogic: Evaluating Logical Quality in Deep Research Reports ACL 2026
EvoNarrator: Modeling Scientific Evolution for Feasible Hypothesis Generation ACL 2026
DecoCal: Decoding with Calibration in Diffusion Large Language Models ACL 2026
Beyond Noise: Characterizing Creative Potential in Unverifiable LLM Hallucinations ACL 2026
IUQ: Interrogative Uncertainty Quantification for Long-Form Large Language Model Generation ACL 2026
Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation ACL 2026
Decoupling Task-Solving and Output Formatting in LLM Generation ACL 2026
Discourse Coherence and Response-Guided Context Rewriting for Multi-Party Dialogue Generation ACL 2026
Triviality Corrected Endogenous Reward ACL 2026
IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking ACL 2026
Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility ACL 2026
Compositional Steering of Large Language Models with Steering Tokens ACL 2026
EvoSpark: Endogenous Interactive Agent Societies for Unified Long-Horizon Narrative Evolution ACL 2026
Synthetic Data Generation for Training Diversified Commonsense Reasoning Models ACL 2026
Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning ACL 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
Evaluating Language Model Pluralism through In-the-wild Crowd Discussions ACL 2026