Text Generation

DVAGen: Dynamic Vocabulary Augmented Generation EMNLP 2025 DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation ACL 2025 Dynamic Knowledge Integration for Evidence-Driven Counter-Argument Generation with Large Language Models ACL 2025 Dynamic Order Template Prediction for Generative Aspect-Based Sentiment Analysis ACL 2025 Dynamic Scaling of Unit Tests for Code Reward Modeling ACL 2025 Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents EMNLP 2025 EasyJon at TSAR 2025 Shared Task Evaluation of Automated Text Simplification with LLM-as-a-Judge EMNLP 2025 ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation EMNLP 2025 eC-Tab2Text: Aspect-Based Text Generation from e-Commerce Product Tables NAACL 2025 EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models ACL 2025 EditGRPO: Reinforcement Learning with Post -Rollout Edits for Clinically Accurate Chest X-Ray Report Generation IJCNLP 2025 Edit-Wise Preference Optimization for Grammatical Error Correction COLING 2025 EdTec-ItemGen: Enhancing Retrieval-Augmented Item Generation Through Key Point Extraction ACL 2025 EduCSW: Building a Mandarin-English Code-Switched Generation Pipeline for Computer Science Learning ACL 2025 Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025 Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation EMNLP 2025 Efficient On-Device Text Simplification for Firefox with Synthetic Data Fine-Tuning EMNLP 2025 Efficient Real-time Refinement of Language Model Text Generation EMNLP 2025 EhiMeNLP at TSAR 2025 Shared Task Candidate Generation via Iterative Simplification and Reranking by Readability and Semantic Similarity EMNLP 2025 Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech EMNLP 2025 ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations ACL 2025 ELLA-V: Stable Neural Codec Language Modeling with Alignment-Guided Sequence Reordering AAAI 2025 ELLIS Alicante at CQs-Gen 2025: Winning the critical thinking questions shared task: LLM-based question generation and selection ACL 2025 EMGLLM: Data-to-Text Alignment for Electromyogram Diagnosis Generation with Medical Numerical Data Encoding ACL 2025 Emo3D: Metric and Benchmarking Dataset for 3D Facial Expression Generation from Emotion Description NAACL 2025