Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization

10 September 2021

Hainan Zhang

Papers citing "Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization"

38 / 38 papers shown

Title
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 251 3,371 0 18 Apr 2021
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization Chenguang Zhu Yang Liu Jie Mei Michael Zeng 51 137 0 11 Mar 2021
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning Beliz Gunel Jingfei Du Alexis Conneau Ves Stoyanov 60 505 0 03 Nov 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen Diyi Yang 63 147 0 04 Oct 2020
CERT: Contrastive Self-supervised Learning for Language Understanding Hongchao Fang Sicheng Wang Meng Zhou Jiayuan Ding P. Xie ELM SSL 72 338 0 16 May 2020
Contrastive Self-Supervised Learning for Commonsense Reasoning T. Klein Moin Nabi LRM SSL 60 63 0 02 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 141 4,532 0 23 Apr 2020
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Chenguang Zhu Ruochen Xu Michael Zeng Xuedong Huang BDL AI4TS 38 18 0 04 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 333 18,721 0 13 Feb 2020
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation Goran Glavaš Swapna Somasundaran VLM 54 56 0 03 Jan 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 251 2,044 0 18 Dec 2019
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization Bogdan Gliwa Iwona Mochol M. Biesek A. Wawer 111 631 0 27 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 219 10,792 0 29 Oct 2019
Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations Zhengyuan Liu A. Ng Yutong Li AiTi Aw Cewu Lu 55 101 0 03 Oct 2019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 277 219 0 07 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 437 1,445 0 22 Aug 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 111 1,427 0 22 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 75 378 0 16 May 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 196 1,554 0 08 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 283 5,764 0 21 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 95 3,147 0 01 Apr 2019
Pay Less Attention with Lightweight and Dynamic Convolutions Felix Wu Angela Fan Alexei Baevski Yann N. Dauphin Michael Auli 70 607 0 29 Jan 2019
Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts Chih-Wen Goo Yun-Nung Chen 64 128 0 15 Sep 2018
Bottom-Up Abstractive Summarization Sebastian Gehrmann Yuntian Deng Alexander M. Rush CVBM 140 689 0 31 Aug 2018
Neural Latent Extractive Document Summarization Xingxing Zhang Mirella Lapata Furu Wei M. Zhou 55 155 0 22 Aug 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 292 10,253 0 10 Jul 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 173 583 0 28 May 2018
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss W. Hsu Chieh-Kai Lin Ming-Ying Lee Kerui Min Jing Tang Min Sun CVBM 70 240 0 16 May 2018
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization Guokan Shang Wensi Ding Zekun Zhang A. Tixier Polykarpos Meladianos Michalis Vazirgiannis Jean-Pierre Lorré 35 124 0 14 May 2018
Data-driven Summarization of Scientific Articles Nikola I. Nikolov Michael Pfeiffer Richard H. R. Hahnloser MedIm 95 44 0 24 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 642 130,942 0 12 Jun 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 187 1,556 0 11 May 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 261 4,014 0 14 Apr 2017
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 322 1,258 0 14 Nov 2016
Neural Summarization by Extracting Sentences and Words Jianpeng Cheng Mirella Lapata 67 806 0 23 Mar 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 173 1,539 0 21 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 513 27,263 0 01 Sep 2014