DialogSum: A Real-Life Scenario Dialogue Summarization Dataset

14 May 2021

Yulong Chen

Yang Liu

Liang Chen

Yue Zhang

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Papers citing "DialogSum: A Real-Life Scenario Dialogue Summarization Dataset"

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Title
Semantic-based Pre-training for Dialogue Understanding Xuefeng Bai Linfeng Song Yue Zhang 35 7 0 19 Sep 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization Seungone Kim Se June Joo Hyungjoo Chae Chaehyeong Kim Seung-won Hwang Jinyoung Yeo 23 20 0 02 Sep 2022
DialogSum Challenge: Results of the Dialogue Summarization Shared Task Yulong Chen Naihao Deng Yang Liu Yue Zhang 27 5 0 08 Aug 2022
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions Haitao Lin Junnan Zhu Lu Xiang Yu Zhou Jiajun Zhang Chengqing Zong 17 28 0 26 May 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning Prakhar Gupta Cathy Jiao Yi-Ting Yeh Shikib Mehri M. Eskénazi Jeffrey P. Bigham ALM 44 47 0 25 May 2022
The Cross-lingual Conversation Summarization Challenge Yulong Chen Ming Zhong Xuefeng Bai Naihao Deng Jing Li Xianchao Zhu Yue Zhang 20 9 0 01 May 2022
Post-Training Dialogue Summarization using Pseudo-Paraphrasing Qi Jia Yizhu Liu Haifeng Tang Kenny Q. Zhu 20 7 0 28 Apr 2022
An End-to-End Dialogue Summarization System for Sales Calls Abedelkadir Asi Song Wang Roy Eisenstadt Dean Geckt Yarin Kuper Yi Mao Royi Ronen 28 16 0 27 Apr 2022
ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs Liang Chen Peiyi Wang Runxin Xu Tianyu Liu Zhifang Sui Baobao Chang 41 14 0 19 Apr 2022
Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling Yiyang Li Hai Zhao Zhuosheng Zhang 16 11 0 18 Apr 2022
Heuristic-based Inter-training to Improve Few-shot Multi-perspective Dialog Summarization Benjamin Sznajder Chulaka Gunasekara Guy Lev Sachindra Joshi Eyal Shnarch Noam Slonim 15 1 0 29 Mar 2022
Graph Pre-training for AMR Parsing and Generation Xuefeng Bai Yulong Chen Yue Zhang SSL 52 99 0 15 Mar 2022
VScript: Controllable Script Generation with Visual Presentation Ziwei Ji Yan Xu I-Tsun Cheng Samuel Cahyawijaya Rita Frieske Etsuko Ishii Mini Zeng Andrea Madotto Pascale Fung 12 3 0 01 Mar 2022
Unsupervised Multi-Granularity Summarization Ming Zhong Yang Liu Suyu Ge Yuning Mao Yizhu Jiao Xingxing Zhang Yichong Xu Chenguang Zhu Michael Zeng Jiawei Han 87 8 0 29 Jan 2022
Instance-aware Prompt Learning for Language Understanding and Generation Feihu Jin Jinliang Lu Jiajun Zhang Chengqing Zong 19 32 0 18 Jan 2022
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning Xiangru Tang Arjun Nair Borui Wang Bingyao Wang Jai Desai Aaron Wade Haoran Li Asli Celikyilmaz Yashar Mehdad Dragomir R. Radev HILM 22 62 0 16 Dec 2021
TODSum: Task-Oriented Dialogue Summarization with State Tracking Lulu Zhao Fujia Zheng Keqing He Weihao Zeng Yuejie Lei Huixing Jiang Wei Yu Wu Weiran Xu Jun Guo Fanyu Meng 42 23 0 25 Oct 2021
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 35 100 0 07 Jul 2021
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 246 215 0 07 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,432 0 22 Aug 2019