Text Generation

Planning in Natural Language Improves LLM Search for Code Generation ICLR 2025 Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation EMNLP 2025 PoemBERT: A Dynamic Masking Content and Ratio Based Semantic Language Model For Chinese Poem Generation COLING 2025 Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025 polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design EMNLP 2025 PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech EMNLP 2025 Position: LLMs Can be Good Tutors in English Education EMNLP 2025 Position: Societal Impacts Research Requires Benchmarks for Creative Composition Tasks ICML 2025 Positive Text Reframing under Multi-strategy Optimization COLING 2025 PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation CVPR 2025 Post-Hoc Watermarking for Robust Detection in Text Generated by Large Language Models COLING 2025 PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides EMNLP 2025 Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents NAACL 2025 PreP-OCR: A Complete Pipeline for Document Image Restoration and Enhanced OCR Accuracy ACL 2025 Preserving Comorian Linguistic Heritage: Bidirectional Transliteration Between the Latin Alphabet and the Kamar-Eddine System NAACL 2025 Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025 Prompt and circumstance: A word-by-word LLM prompting approach to interlinear glossing for low-resource languages NAACL 2025 PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models ACL 2025 Prompt Guided Diffusion for Controllable Text Generation NAACL 2025 Prompting the Muse: Generating Prosodically-Correct Latin Speech with Large Language Models ACL 2025 Proposal: From One-Fit-All to Perspective Aware Modeling ACL 2025 PropXplain: Can LLMs Enable Explainable Propaganda Detection? EMNLP 2025 ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025 PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality EMNLP 2025 PyBangla at BLP-2025 Task 2: Enhancing Bangla-to-Python Code Generation with Iterative Self-Correction and Multilingual Agents AACL 2025