Natural Language Generation

Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality NeurIPS 2024 RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework EMNLP 2024 Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs ACL 2024 SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models NeurIPS 2024 Style-Specific Neurons for Steering LLMs in Text Style Transfer EMNLP 2024 SWAG: Storytelling With Action Guidance EMNLP 2024 TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings EMNLP 2024 Towards Better Question Generation in QA-based Event Extraction ACL 2024 Towards Verifiable Text Generation with Evolving Memory and Self-Reflection EMNLP 2024 Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding EMNLP 2024 Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm ACL 2024 Vlogger: Make Your Dream A Vlog CVPR 2024 Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy AAAI 2024 Well, Now We Know! Unveiling Sarcasm: Initiating and Exploring Multimodal Conversations with Reasoning AAAI 2024 xTower: A Multilingual LLM for Explaining and Correcting Translation Errors EMNLP 2024 A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing EMNLP 2023 Adaptive and Personalized Exercise Generation for Online Language Learning ACL 2023 An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation ICLR 2023 An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation ACL 2023 A Non-monotonic Self-terminating Language Model ICLR 2023 AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach ACL 2023 A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training ACL 2023 Benchmarking Large Language Model Capabilities for Conditional Generation ACL 2023 Best-k Search Algorithm for Neural Text Generation ACL 2023 BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases ACL 2023