Text Generation

From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation EMNLP 2025 From Movement Memories to Robotic Dialogue: A Language-Mediated Pipeline for Somatic Machine Translation NeurIPS 2025 From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation ACL 2025 From Panels to Prose: Generating Literary Narratives from Comics ICCV 2025 From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding ACL 2025 From Recall to Creation: Generating Follow-Up Questions Using Bloom’s Taxonomy and Grice’s Maxims ACL 2025 From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen ACL 2025 From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM COLING 2025 From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models ACL 2025 From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing CVPR 2025 G2: Guided Generation for Enhanced Output Diversity in LLMs EMNLP 2025 GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification COLING 2025 Gatsby without the ‘E’: Creating Lipograms with LLMs IJCNLP 2025 GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025 GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs IJCAI 2025 Generating Financial News Articles from Factors of Stock Price Rise / Decline by LLMs COLING 2025 Generating Grounded Responses to Counter Misinformation via Learning Efficient Fine-Grained Critiques IJCAI 2025 Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-Enhancement NAACL 2025 Generating OpenAPI Specifications from Online API Documentation with Large Language Models ACL 2025 Generating Plausible Distractors for Multiple-Choice Questions via Student Choice Prediction ACL 2025 Generating Questions, Answers, and Distractors for Videos: Exploring Semantic Uncertainty of Object Motions ACL 2025 Generating Robot Constitutions & Benchmarks for Semantic Safety CoRL 2025 Generating Tables from the Parametric Knowledge of Language Models NAACL 2025 Generating Text from Uniform Meaning Representation IJCNLP 2025 Generation of Russian Poetry of Different Genres and Styles Using Neural Networks with Character-Level Tokenization NAACL 2025