Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization

2 June 2021

Papers citing "Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization"

22 / 22 papers shown

Title
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 91 395 0 07 May 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 79 1,035 0 02 May 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 278 2,049 0 18 Dec 2019
Discovering the Compositional Structure of Vector Representations with Role Learning Networks Paul Soulos R. Thomas McCoy Tal Linzen P. Smolensky CoGe 79 44 0 21 Oct 2019
Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving Imanol Schlag P. Smolensky Roland Fernandez Nebojsa Jojic Jürgen Schmidhuber Jianfeng Gao 73 52 0 15 Oct 2019
Scoring Sentence Singletons and Pairs for Abstractive Summarization Logan Lebanoff Kaiqiang Song Franck Dernoncourt Doo Soon Kim Seokhwan Kim W. Chang Fei Liu CVBM 100 105 0 31 May 2019
Hierarchical Transformers for Multi-Document Summarization Yang Liu Mirella Lapata 108 297 0 30 May 2019
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 175 861 0 15 May 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 138 1,471 0 15 May 2019
Learning to Reason with Third-Order Tensor Products Imanol Schlag Jürgen Schmidhuber NAI 53 64 0 29 Nov 2018
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 126 1,676 0 27 Aug 2018
Structure-Infused Copy Mechanisms for Abstractive Summarization Kaiqiang Song Lin Zhao Fei Liu 73 76 0 14 Jun 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 88 556 0 30 Apr 2018
Multi-Reward Reinforced Summarization with Saliency and Entailment Ramakanth Pasunuru Joey Tianyi Zhou 56 201 0 17 Apr 2018
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 470 761 0 16 Apr 2018
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Noam M. Shazeer Mitchell Stern ODL 76 1,048 0 11 Apr 2018
Learning Structured Text Representations Yang Liu Mirella Lapata 61 152 0 25 May 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 199 1,558 0 11 May 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 298 4,019 0 14 Apr 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,494 0 21 Jul 2016
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 347 3,547 0 10 Jun 2015
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014