Text Generation

FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering EMNLP 2025 Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models SemEval 2025 Flaming-hot Initiation with Regular Execution Sampling for Large Language Models NAACL 2025 FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models ICLR 2025 Flexible-length Text Infilling for Discrete Diffusion Models EMNLP 2025 Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability ACL 2025 FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025 Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution CVPR 2025 fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025 FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation COLING 2025 FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding IJCNLP 2025 Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points ACL 2025 Following Length Constraints in Instructions EMNLP 2025 Forking Paths in Neural Text Generation ICLR 2025 Form-aware Poetic Generation for Bangla AACL 2025 Fotheidil: an Automatic Transcription System for the Irish Language COLING 2025 FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025 Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models ICLR 2025 FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ACL 2025 Free-text Rationale Generation under Readability Level Control ACL 2025 From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords COLING 2025 From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning ICML 2025 From Facts to Insights: A Study on the Generation and Evaluation of Analytical Reports for Deciphering Earnings Calls COLING 2025 From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models EMNLP 2025 From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025