Natural Language Generation

Arg-LLaDA: Argument Summarization via Large Language Diffusion Models and Sufficiency-Aware Refinement ACL 2026 Author-in-the-Loop Response Generation and Evaluation: Integrating Author Expertise and Intent in Responses to Peer Review ACL 2026 Automated Creativity Evaluation of Language Models Across Open-Ended Tasks ACL 2026 BTReport: A Framework for Brain Tumor Radiology Report Generation with Clinically Relevant Features MIDL 2026 CPT-Agent: A Cognitive Process Theory-driven Framework for Student Simulation in Writing Development ACL 2026 Cross-Examination Framework: A Task-Agnostic Diagnostic for Information Fidelity in Text-to-Text Generation ACL 2026 HAD: HAllucination Detection Language Models Based on a Comprehensive Hallucination Taxonomy ACL 2026 INF-rsrs at SemEval-2026 Task 1: Is the best really better? The limits of creative work in the era of LLMs SemEval 2026 Logic-Level Evaluation of Logical Table-to-Text Generation CoNLL 2026 Looking at Radiology Report Generation through a Causal Lens: A Survey ACL 2026 No Evidence of Disease: Clinically-Risky Adversarial Chest CT Report Generation MIDL 2026 OraPO: Oracle-educated Reinforcement Learning for Data-efficient and Factual Radiology Report Generation CVPR 2026 Progressive Fine-Tuning for Cost-Effective Structured Attribute Generation in E-commerce ACL 2026 SAD: A Large-Scale Strategic Argumentative Dialogue Dataset ACL 2026 ScholaWrite: A Dataset of End-to-End Scholarly Writing ACL 2026 SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes ACL 2026 Thesis Proposal: Intentional Inference for Insight Generation ACL 2026 XplaiNLP at SemEval-2026 Task 1: BVAHAHA - Benign Violation Algorithm for Humor and Harmless Absurdity SemEval 2026 XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration ACL 2026 Adapting Definition Modeling for New Languages: A Case Study on Belarusian ACL 2025 A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025 Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025 DiffRGenNet: Difference-aware Medical Report Generation MIDL 2025 ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language AAAI 2025 FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025