Text Generation

Storybranch - generating multimedia content from novels NAACL 2025 Story Generation with Large Language Models for African Languages ACL 2025 StoryGPT-V: Large Language Models as Consistent Story Visualizers CVPR 2025 StoryLLaVA: Enhancing Visual Storytelling with Multi-Modal Large Language Models COLING 2025 STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation ACL 2025 StRuCom: A Novel Dataset of Structured Code Comments in Russian ACL 2025 Structure-aware Propagation Generation with Large Language Models for Fake News Detection EMNLP 2025 Structure-Conditional Minimum Bayes Risk Decoding EMNLP 2025 Structured Document Generation for Industrial Equipment AAAI 2025 Structure-Guided Large Language Models for Text-to-SQL Generation ICML 2025 Style-Editor: Text-driven Object-centric Style Editing CVPR 2025 Style Knowledge Graph: Augmenting Text Style Transfer with Knowledge Graphs COLING 2025 Sub-1B Language Models for Low-Resource Languages: Training Strategies and Insights for Basque EMNLP 2025 SURVEYFORGE : On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing ACL 2025 SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing IJCNLP 2025 SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation NAACL 2025 SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025 <SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025 Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications ACL 2025 Synthesizing Privacy-Preserving Text Data via Finetuning *without* Finetuning Billion-Scale LLMs ICML 2025 Synthetic Paths to Integral Truth: Mitigating Hallucinations Caused by Confirmation Bias with Synthetic Data COLING 2025 Synthetic Text Generation for Training Large Language Models via Gradient Matching ICML 2025 T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025 TABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation ACL 2025 TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025