Natural Language Generation

Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation ACL 2025 Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025 RUBY: An Effective Framework for Multi-Constraint Multi-Hop Question Generation ACL 2025 S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation AAAI 2025 Song Form-aware Full-Song Text-to-Lyrics Generation with Multi-Level Granularity Syllable Count Control Interspeech 2025 SongGLM: Lyric-to-Melody Generation with 2D Alignment Encoding and Multi-Task Pre-Training AAAI 2025 TECHSSN at SemEval-2025 Task 10: A Comparative Analysis of Transformer Models for Dominant Narrative-Based News Summarization SemEval 2025 Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text EMNLP 2025 Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework ACL 2025 Towards Enhanced Immersion and Agency for LLM-based Interactive Drama ACL 2025 Towards Style Alignment in Cross-Cultural Translation ACL 2025 Unstructured Minds, Predictable Machines: A Comparative Study of Narrative Cohesion in Human and LLM Stream-of-Consciousness Writing ACL 2025 What Matters in Evaluating Book-Length Stories? A Systematic Study of Long Story Evaluation ACL 2025 When Words Smile: Generating Diverse Emotional Facial Expressions from Text EMNLP 2025 ATLAS: Improving Lay Summarisation with Attribute-based Control ACL 2024 A User-Friendly Framework for Generating Model-Preferred Prompts in Text-to-Image Synthesis AAAI 2024 Automated Focused Feedback Generation for Scientific Writing Assistance ACL 2024 Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024 Bootstrapping Large Language Models for Radiology Report Generation AAAI 2024 Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ACL 2024 Chain-of-Thought Improves Text Generation with Citations in Large Language Models AAAI 2024 Cheetah: Natural Language Generation for 517 African Languages ACL 2024 Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech EMNLP 2024 Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation EMNLP 2024 ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation EMNLP 2024