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dialogue summarization

115 papers

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abstractive summarization (38) large language model (23) text summarization (18) text generation (14) few-shot learning (13) pre-trained language model (10) zero-shot learning (8) in-context learning (7) natural language generation (6) data augmentation (6)

Papers

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ACL 2021 Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining EMNLP 2021 MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization NAACL 2021 Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization MLHC 2021 Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization NAACL 2021 RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy ACL 2021 Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization EMNLP 2021 SummerTime: Text Summarization Toolkit for Non-experts EMNLP 2021 Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization EMNLP 2021 Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling AAAI 2021 Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes AAAI 2021 Improving Abstractive Dialogue Summarization with Graph Structures and Topic Words COLING 2020 Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization EMNLP 2020 SumTitles: a Summarization Dataset with Low Extractiveness COLING 2020 SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization EMNLP 2019