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Natural Language Generation

503 directly classified papers

Papers per year

Papers

Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025
Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025
Towards Enhanced Immersion and Agency for LLM-based Interactive Drama ACL 2025
QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation ACL 2025
Online Iterative Self-Alignment for Radiology Report Generation ACL 2025
Hierarchical Memory Organization for Wikipedia Generation ACL 2025
NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization ACL 2025
ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks AAAI 2025
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen ACL 2025
EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models ACL 2025
A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025
SongGLM: Lyric-to-Melody Generation with 2D Alignment Encoding and Multi-Task Pre-Training AAAI 2025
S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation AAAI 2025
Dialogue Systems for Emotional Support via Value Reinforcement ACL 2025
Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference Optimization ACL 2025
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025
Hansel: Output Length Controlling Framework for Large Language Models AAAI 2025
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators AAAI 2025
KokoroChat: A Japanese Psychological Counseling Dialogue Dataset Collected via Role-Playing by Trained Counselors ACL 2025
What Matters in Evaluating Book-Length Stories? A Systematic Study of Long Story Evaluation ACL 2025
RUBY: An Effective Framework for Multi-Constraint Multi-Hop Question Generation ACL 2025
Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation ACL 2025
Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution AAAI 2025
Mixture of Knowledge Minigraph Agents for Literature Review Generation AAAI 2025
Towards Style Alignment in Cross-Cultural Translation ACL 2025