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Natural Language Generation

503 directly classified papers

Papers per year

Papers

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
S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation AAAI 2025
EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models ACL 2025
Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation ACL 2025
Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference Optimization ACL 2025
A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators AAAI 2025
Dialogue Systems for Emotional Support via Value Reinforcement ACL 2025
Towards Style Alignment in Cross-Cultural Translation ACL 2025
Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution’s Characteristics ACL 2025
Unstructured Minds, Predictable Machines: A Comparative Study of Narrative Cohesion in Human and LLM Stream-of-Consciousness Writing ACL 2025
Explaining Puzzle Solutions in Natural Language: An Exploratory Study on 6x6 Sudoku ACL 2025
Hansel: Output Length Controlling Framework for Large Language Models AAAI 2025
COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content ACL 2025
Estimation of Text Difficulty in the Context of Language Learning ACL 2025
Exploiting the English Vocabulary Profile for L2 word-level vocabulary assessment with LLMs ACL 2025
Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025
CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ACL 2025
Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025
GPLSICORTEX at SemEval-2025 Task 10: Leveraging Intentions for Generating Narrative Extractions 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
NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization ACL 2025
AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025