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Natural Language Generation

503 directly classified papers

Papers per year

Papers

Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey ACL 2024
Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection EMNLP 2024
Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ACL 2024
Naming, Describing, and Quantifying Visual Objects in Humans and LLMs ACL 2024
How Does the Disclosure of AI Assistance Affect the Perceptions of Writing? EMNLP 2024
How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024
LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs ACL 2024
Towards Better Question Generation in QA-based Event Extraction ACL 2024
Automated Focused Feedback Generation for Scientific Writing Assistance ACL 2024
Learning Personalized Alignment for Evaluating Open-ended Text Generation EMNLP 2024
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation EMNLP 2024
TwistList: Resources and Baselines for Tongue Twister Generation ACL 2023
Distractor Generation based on Text2Text Language Models with Pseudo Kullback-Leibler Divergence Regulation ACL 2023
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses ACL 2023
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation ACL 2023
Topic-Guided Self-Introduction Generation for Social Media Users ACL 2023
RISE: Leveraging Retrieval Techniques for Summarization Evaluation ACL 2023
Unsupervised Summarization Re-ranking ACL 2023
GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation ACL 2023
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System ACL 2023
PREADD: Prefix-Adaptive Decoding for Controlled Text Generation ACL 2023
Evaluating Reading Comprehension Exercises Generated by LLMs: A Showcase of ChatGPT in Education Applications ACL 2023
GTA: Gated Toxicity Avoidance for LM Performance Preservation EMNLP 2023
Critic-Guided Decoding for Controlled Text Generation ACL 2023
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding ACL 2023