Generation

CS-Sum: A Benchmark for Code-Switching Dialogue Summarization and the Limits of Large Language Models EMNLP 2025 CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization ACL 2025 CtrlNews: LLM-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field EMNLP 2025 CU at BEA 2025 Shared Task: A BERT-Based Cross-Attention Approach for Evaluating Pedagogical Responses in Dialogue ACL 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 Cultural Alien Sampler: Open-ended Art Generation Balancing Originality and Coherence NeurIPS 2025 Culturally-Aware Conversations: A Framework & Benchmark for LLMs EMNLP 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 CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis EMNLP 2025 CUNI-NL@IWSLT 2025: End-to-end Offline Speech Translation and Instruction Following with LLMs ACL 2025 Curse of High Dimensionality Issue in Transformer for Long Context Modeling ICML 2025 Customizing the Inductive Biases of Softmax Attention using Structured Matrices ICML 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 CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025 CycleResearcher: Improving Automated Research via Automated Review ICLR 2025 D2CS - Documents Graph Clustering using LLM supervision EMNLP 2025 DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025 DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025 DACP: Domain-Adaptive Continual Pre-Training of Large Language Models for Phone Conversation Summarization EMNLP 2025 DadmaTools V2: an Adapter-Based Natural Language Processing Toolkit for the Persian Language COLING 2025