Summarization

MCTS: A Multi-Reference Chinese Text Simplification Dataset COLING 2024 Meta-Evaluation of Sentence Simplification Metrics COLING 2024 MICap: A Unified Model for Identity-Aware Movie Descriptions CVPR 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 Model-based Preference Optimization in Abstractive Summarization without Human Feedback EMNLP 2024 MovieSum: An Abstractive Summarization Dataset for Movie Screenplays ACL 2024 Multilingual Generation in Abstractive Summarization: A Comparative Study COLING 2024 MultiLS: An End-to-End Lexical Simplification Framework EMNLP 2024 Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization COLING 2024 Multi-Review Fusion-in-Context NAACL 2024 MultiSum: A Multi-Facet Approach for Extractive Social Summarization Utilizing Semantic and Sociological Relationships AAAI 2024 Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach EMNLP 2024 No perspective, no perception!! Perspective-aware Healthcare Answer Summarization ACL 2024 Not (yet) the whole story: Evaluating Visual Storytelling Requires More than Measuring Coherence, Grounding, and Repetition EMNLP 2024 NumHG: A Dataset for Number-Focused Headline Generation COLING 2024 On Context Utilization in Summarization with Large Language Models ACL 2024 One2Set + Large Language Model: Best Partners for Keyphrase Generation EMNLP 2024 One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation ACL 2024 On Learning to Summarize with Large Language Models as References NAACL 2024 On the Adaptation of Unlimiformer for Decoder-Only Transformers COLING 2024 On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization EACL 2024 On The Persona-based Summarization of Domain-Specific Documents ACL 2024 On the Role of Summary Content Units in Text Summarization Evaluation NAACL 2024