Text Generation

CriticalBrew at CQs-Gen 2025: Collaborative Multi-Agent Generation and Evaluation of Critical Questions for Arguments ACL 2025 Cross-lingual Evaluation of Multilingual Text Generation COLING 2025 Cross-Modal Augmentation for Low-Resource Language Understanding and Generation ACL 2025 CrossQG: Improving Difficulty-Controllable Question Generation through Consistency Enhancement EMNLP 2025 CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization ICML 2025 CtrlNews: LLM-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field EMNLP 2025 CUET_Expelliarmus at BLP2025 Task 2: Leveraging Instruction Translation and Refinement for Bangla-to-Python Code Generation with Open-Source LLMs AACL 2025 CUET_SR34 at CQs-Gen 2025: Critical Question Generation via Few-Shot LLMs – Integrating NER and Argument Schemes ACL 2025 CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis ACL 2025 Culturally-Nuanced Story Generation for Reasoning in Low-Resource Languages: The Case of Javanese and Sundanese EMNLP 2025 CULTURALLY YOURS: A Reading Assistant for Cross-Cultural Content COLING 2025 CUNI-NL@IWSLT 2025: End-to-end Offline Speech Translation and Instruction Following with LLMs ACL 2025 CUTN_Bio at BioLaySumm: Multi-Task Prompt Tuning with External Knowledge and Readability adaptation for Layman Summarization ACL 2025 CxGGEC: Construction-Guided Grammatical Error Correction ACL 2025 CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset CVPR 2025 DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025 DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching AAAI 2025 DataGen: Unified Synthetic Dataset Generation via Large Language Models ICLR 2025 DayDreamer at CQs-Gen 2025: Generating Critical Questions through Argument Scheme Completion ACL 2025 DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph ACL 2025 Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation COLING 2025 Debunking with Dialogue? Exploring AI-Generated Counterspeech to Challenge Conspiracy Theories ACL 2025 Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation COLING 2025 Decoding Game: On Minimax Optimality of Heuristic Text Generation Strategies ICLR 2025 DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process ACL 2025