Predicting Discourse Trees from Transformer-based Neural Summarizers

14 April 2021

Papers citing "Predicting Discourse Trees from Transformer-based Neural Summarizers"

16 / 16 papers shown

Title
Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! Wen Xiao Patrick Huber Giuseppe Carenini 56 13 0 03 Dec 2020
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision Patrick Huber Giuseppe Carenini 53 18 0 05 Nov 2020
Language Models are Open Knowledge Graphs Chenguang Wang Xiao Liu Basel Alomair SSL KELM 71 137 0 22 Oct 2020
Predicting Discourse Structure using Distant Supervision from Sentiment Patrick Huber Giuseppe Carenini 61 26 0 30 Oct 2019
Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu Zhe Gan Yu Cheng Jingjing Liu BDL 147 283 0 30 Oct 2019
Extractive Summarization of Long Documents by Combining Global and Local Context Wen Xiao Giuseppe Carenini 104 153 0 17 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 465 1,452 0 22 Aug 2019
From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions David Marecek Rudolf Rosa 54 52 0 05 Jun 2019
Evaluating Discourse in Structured Text Representations Elisa Ferracane Greg Durrett Junyi Jessy Li K. Erk 61 30 0 04 Jun 2019
Hierarchical Transformers for Multi-Document Summarization Yang Liu Mirella Lapata 121 298 0 30 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 89 379 0 16 May 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 137 735 0 21 Mar 2019
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 491 763 0 16 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 803 132,454 0 12 Jun 2017
Learning Structured Text Representations Yang Liu Mirella Lapata 99 153 0 25 May 2017
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond Ramesh Nallapati Bowen Zhou Cicero Nogueira dos Santos Çağlar Gülçehre Bing Xiang AIMat 281 2,567 0 19 Feb 2016