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Natural Language Generation

503 directly classified papers

Papers per year

Papers

Can Reasoning LLMs Synthesize Complex Climate Statements? ACL 2025

CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ACL 2025

Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge ACL 2025

Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation EMNLP 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

Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference Optimization ACL 2025

AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025

S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation AAAI 2025

Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution AAAI 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

ATLAS: Improving Lay Summarisation with Attribute-based Control ACL 2024

MAP’s not dead yet: Uncovering true language model modes by conditioning away degeneracy ACL 2024

DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms ACL 2024

ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024

Well, Now We Know! Unveiling Sarcasm: Initiating and Exploring Multimodal Conversations with Reasoning AAAI 2024

Controllable Text Generation with Residual Memory Transformer ACL 2024

Bootstrapping Large Language Models for Radiology Report Generation AAAI 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

PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation AAAI 2024

Improving Factual Error Correction by Learning to Inject Factual Errors AAAI 2024

Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy AAAI 2024

Image Captioning with Multi-Context Synthetic Data AAAI 2024