Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations

3 October 2019

Papers citing "Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations"

46 / 46 papers shown

Title
From Speech to Summary: A Comprehensive Survey of Speech Summarization Fabian Retkowski Maike Züfle Andreas Sudmann Dinah Pfau Jan Niehues Alexander Waibel 41 0 0 10 Apr 2025
Toward Relieving Clinician Burden by Automatically Generating Progress Notes using Interim Hospital Data Sarvesh Soni Dina Demner-Fushman 19 1 0 10 Oct 2024
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study Prottay Kumar Adhikary Aseem Srivastava Shivani Kumar Salam Michael Singh Puneet Manuja Jini K. Gopinath Vijay Krishnan Swati Kedia K. Deb Tanmoy Chakraborty AI4MH 38 8 0 29 Feb 2024
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information Zhengyuan Liu Nancy F. Chen 21 1 0 15 Dec 2023
Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator Guangzhi Sun C. Zhang P. Woodland 11 4 0 30 May 2023
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning Kaige Xie Tong Yu Haoliang Wang Junda Wu Handong Zhao Ruiyi Zhang K. Mahadik A. Nenkova Mark O. Riedl 32 2 0 20 May 2023
SuperDialseg: A Large-scale Dataset for Supervised Dialogue Segmentation Junfeng Jiang Chengzhang Dong Sadao Kurohashi Akiko Aizawa 8 6 0 15 May 2023
Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts Haochen Tan Han Wu Wei Shao Xinyun Zhang Mingjie Zhan Zhaohui Hou Ding Liang Linqi Song 39 0 0 13 May 2023
Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization Sumanta Bhattacharyya R. Manuvinakurike Sahisnu Mazumder Saurav Sahay VLM 16 0 0 08 Mar 2023
Topic-Selective Graph Network for Topic-Focused Summarization Shi Zesheng Yucheng Zhou 25 2 0 25 Feb 2023
Document Summarization with Text Segmentation Lesly Miculicich Benjamin Han 19 3 0 20 Jan 2023
Human-in-the-loop Abstractive Dialogue Summarization Jiaao Chen Mohan Dodda Diyi Yang 20 10 0 19 Dec 2022
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 39 19 0 03 Dec 2022
Abstractive Summarization Guided by Latent Hierarchical Document Structure Yifu Qiu Shay B. Cohen 23 12 0 17 Nov 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings Che Liu Rui Wang Junfeng Jiang Yongbin Li Fei Huang SSL 28 8 0 27 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 24 6 0 18 Oct 2022
A Focused Study on Sequence Length for Dialogue Summarization Bin Wang Chen Zhang Chengwei Wei Haizhou Li 8 8 0 24 Sep 2022
Abstractive Meeting Summarization: A Survey Virgile Rennard Guokan Shang Julie Hunter Michalis Vazirgiannis 32 15 0 08 Aug 2022
Domain-specific Language Pre-training for Dialogue Comprehension on Clinical Inquiry-Answering Conversations Zhengyuan Liu Pavitra Krishnaswamy Nancy F. Chen LM&MA 11 1 0 06 Jun 2022
Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator Guangzhi Sun C. Zhang P. Woodland 24 14 0 18 May 2022
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization Ze Yang Liran Wang Zhoujin Tian Wei Yu Wu Zhoujun Li 22 4 0 09 Apr 2022
Abstractive summarization of hospitalisation histories with transformer networks Alexander Yalunin D. Umerenkov V. Kokh MedIm 20 8 0 05 Apr 2022
Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation Francesco Moramarco Alex Papadopoulos Korfiatis Mark Perera Damir Juric Jack Flann Ehud Reiter Anya Belz Aleksandar Savkov 19 46 0 01 Apr 2022
PriMock57: A Dataset Of Primary Care Mock Consultations Alex Papadopoulos Korfiatis Francesco Moramarco Radmila Sarac Aleksandar Savkov 19 24 0 01 Apr 2022
Controllable Neural Dialogue Summarization with Personal Named Entity Planning Zhengyuan Liu Nancy F. Chen 16 62 0 27 Sep 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen A. Luu Truc Lu Tho Quan 27 34 0 22 Sep 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization Junpeng Liu Yanyan Zou Hainan Zhang Hongshen Chen Zhuoye Ding Caixia Yuan Xiaojie Wang 6 64 0 10 Sep 2021
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization Bharath Chintagunta Namit Katariya X. Amatriain Anitha Kannan LM&MA MedIm 120 148 0 09 Sep 2021
Tree-constrained Pointer Generator for End-to-end Contextual Speech Recognition Guangzhi Sun Chao Zhang P. Woodland 17 30 0 01 Sep 2021
Dynamic Sliding Window for Meeting Summarization Zhengyuan Liu Nancy F. Chen AI4TS 19 7 0 31 Aug 2021
Dialogue Summarization with Supporting Utterance Flow Modeling and Fact Regularization Wang Chen Pijian Li Hou Pong Chan Irwin King HILM AI4TS 14 10 0 03 Aug 2021
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 30 100 0 07 Jul 2021
Coreference-Aware Dialogue Summarization Zhengyuan Liu Ke Shi Nancy F. Chen 19 59 0 16 Jun 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Alexander R. Fabbri Faiaz Rahman Imad Rizvi Borui Wang Haoran Li Yashar Mehdad Dragomir R. Radev 22 60 0 01 Jun 2021
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization Xiachong Feng Xiaocheng Feng Libo Qin Bing Qin Ting Liu VLM 11 91 0 26 May 2021
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs Jiaao Chen Diyi Yang 19 96 0 16 Apr 2021
MAPGN: MAsked Pointer-Generator Network for sequence-to-sequence pre-training Mana Ihori Naoki Makishima Tomohiro Tanaka Akihiko Takashima Shota Orihashi Ryo Masumura SSL 23 5 0 15 Feb 2021
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling Yicheng Zou Lujun Zhao Yangyang Kang Jun Lin Minlong Peng Zhuoren Jiang Changlong Sun Qi Zhang Xuanjing Huang Xiaozhong Liu 13 51 0 14 Dec 2020
Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks Xiachong Feng Xiaocheng Feng Bing Qin Ting Liu 88 49 0 20 Oct 2020
MedFilter: Improving Extraction of Task-relevant Utterances from Doctor-Patient Conversations through Integration of Discourse Structure and Ontological Knowledge Sopan Khosla Shikhar Vashishth J. Lehman Carolyn Rose MedIm 9 2 0 05 Oct 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen Diyi Yang 18 143 0 04 Oct 2020
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures Anirudh Joshi Namit Katariya X. Amatriain Anitha Kannan MedIm 13 87 0 18 Sep 2020
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques Kundan Krishna Sopan Khosla Jeffrey P. Bigham Zachary Chase Lipton 17 114 0 04 May 2020
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Chenguang Zhu Ruochen Xu Michael Zeng Xuedong Huang BDL AI4TS 18 18 0 04 Apr 2020
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,254 0 14 Nov 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,923 0 17 Aug 2015