Summarization

Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning EACL 2024 Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks EACL 2024 FineSurE: Fine-grained Summarization Evaluation using LLMs ACL 2024 FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document EMNLP 2024 FlexCap: Describe Anything in Images in Controllable Detail NeurIPS 2024 From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models ACL 2024 From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization COLING 2024 From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024 GECSum: Generative Evaluation-Driven Sequence Level Contrastive Learning for Abstractive Summarization COLING 2024 GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization ACL 2024 German Also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset COLING 2024 GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews ACL 2024 GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024 Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization ACL 2024 GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres EACL 2024 Hallucination Diversity-Aware Active Learning for Text Summarization NAACL 2024 HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew ACL 2024 HGP-NLP at BioLaySumm: Leveraging LoRA for Lay Summarization of Biomedical Research Articles using Seq2Seq Transformers ACL 2024 HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations EACL 2024 HiRAG: A Historical Information-Driven Retrieval-Augmented Generation Framework for Background Summarization ACML 2024 How did we get here? Summarizing conversation dynamics NAACL 2024 How Much Annotation is Needed to Compare Summarization Models? NAACL 2024 HumSum: A Personalized Lecture Summarization Tool for Humanities Students Using LLMs EACL 2024 IgnitionInnovators at “Discharge Me!”: Chain-of-Thought Instruction Finetuning Large Language Models for Discharge Summaries ACL 2024 Improving Absent Keyphrase Generation with Diversity Heads NAACL 2024