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Natural Language Generation

503 directly classified papers

Papers per year

Papers

Controllable Text Generation with Residual Memory Transformer ACL 2024
Cheetah: Natural Language Generation for 517 African Languages ACL 2024
MAP’s not dead yet: Uncovering true language model modes by conditioning away degeneracy ACL 2024
Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024
Leveraging Context-Aware Prompting for Commit Message Generation EMNLP 2024
Enhancing AI Assisted Writing with One-Shot Implicit Negative Feedback EMNLP 2024
Improving Factual Error Correction by Learning to Inject Factual Errors AAAI 2024
One2Set + Large Language Model: Best Partners for Keyphrase Generation EMNLP 2024
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation AAAI 2024
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction EMNLP 2024
Learning Personalized Alignment for Evaluating Open-ended Text Generation EMNLP 2024
Evaluating Large Language Model Biases in Persona-Steered Generation ACL 2024
Bootstrapping Large Language Models for Radiology Report Generation AAAI 2024
Creative and Context-Aware Translation of East Asian Idioms with GPT-4 EMNLP 2024
Well, Now We Know! Unveiling Sarcasm: Initiating and Exploring Multimodal Conversations with Reasoning AAAI 2024
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024
ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings EMNLP 2024
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey ACL 2024
Integrating Argumentation and Hate-Speech-based Techniques for Countering Misinformation EMNLP 2024
Style-Specific Neurons for Steering LLMs in Text Style Transfer EMNLP 2024
Related Work and Citation Text Generation: A Survey EMNLP 2024
How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024
How Does the Disclosure of AI Assistance Affect the Perceptions of Writing? EMNLP 2024
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework EMNLP 2024