text summarization

JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) AAAI 2024 Language Model Self-improvement by Reinforcement Learning Contemplation ICLR 2024 Learning to Rank Salient Content for Query-focused Summarization EMNLP 2024 Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization ACL 2024 Leveraging Summarization for Unsupervised Dialogue Topic Segmentation NAACL 2024 LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English EMNLP 2024 LLM-based Machine Translation and Summarization for Latin COLING 2024 LLMR: Knowledge Distillation with a Large Language Model-Induced Reward COLING 2024 LLMs and NLP for Generalized Learning in AI-Enhanced Educational Videos and Powering Curated Videos with Generative Intelligence EMNLP 2024 Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models ACL 2024 MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization IJCAI 2024 Mitigating the Impact of Reference Quality on Evaluation of Summarization Systems with Reference-Free Metrics EMNLP 2024 MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos CVPR 2024 MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization ACL 2024 M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions ACL 2024 Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning ACL 2024 Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization COLING 2024 Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach EMNLP 2024 Nash Learning from Human Feedback ICML 2024 On Learning to Summarize with Large Language Models as References NAACL 2024 On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization EACL 2024 On the Role of Summary Content Units in Text Summarization Evaluation NAACL 2024 P3Sum: Preserving Author’s Perspective in News Summarization with Diffusion Language Models NAACL 2024 Parameter Efficient Instruction Tuning of LLMs for Financial Applications IJCAI 2024 PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models NeurIPS 2024