On Extractive and Abstractive Neural Document Summarization with Transformer Language Models

7 September 2019

Papers citing "On Extractive and Abstractive Neural Document Summarization with Transformer Language Models"

44 / 94 papers shown

Title
Automated scholarly paper review: Concepts, technologies, and challenges Jialiang Lin Jiaxin Song Zhangping Zhou Yidong Chen X. Shi 24 12 0 15 Nov 2021
Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents Yusen Zhang Ansong Ni Ziming Mao Chen Henry Wu Chenguang Zhu Budhaditya Deb Ahmed Hassan Awadallah Dragomir R. Radev Rui Zhang RALM 29 86 0 16 Oct 2021
Recursively Summarizing Books with Human Feedback Jeff Wu Long Ouyang Daniel M. Ziegler Nissan Stiennon Ryan J. Lowe Jan Leike Paul Christiano ALM 35 294 0 22 Sep 2021
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu Ondrej Dusek Shashi Narayan Verena Rieser Ioannis Konstas HILM 28 6 0 22 Sep 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen A. Luu Truc Lu Tho Quan 35 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 65 0 10 Sep 2021
Nowcasting-Nets: Deep Neural Network Structures for Precipitation Nowcasting Using IMERG M. Ehsani Ariyan Zarei H. Gupta Kobus Barnard A. Behrangi AI4Cl 6 30 0 16 Aug 2021
MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes Nianlong Gu Elliott Ash Richard H. R. Hahnloser RALM 26 33 0 19 Jul 2021
A Condense-then-Select Strategy for Text Summarization Hou Pong Chan Irwin King 17 13 0 19 Jun 2021
Neural Abstractive Unsupervised Summarization of Online News Discussions Ignacio Tampe Palma Marcelo Mendoza E. Milios 8 6 0 07 Jun 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents Rui Meng Khushboo Thaker Lei Zhang Yue Dong Xingdi Yuan Tong Wang Daqing He 11 41 0 31 May 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Ziqiang Cao Sujian Li Hua-Hong Wu Haifeng Wang 36 45 0 25 May 2021
EASE: Extractive-Abstractive Summarization with Explanations Haoran Li Arash Einolghozati Srini Iyer Bhargavi Paranjape Yashar Mehdad Sonal Gupta Marjan Ghazvininejad 23 9 0 14 May 2021
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset Yulong Chen Yang Liu Liang Chen Yue Zhang 33 220 0 14 May 2021
Poolingformer: Long Document Modeling with Pooling Attention Hang Zhang Yeyun Gong Yelong Shen Weisheng Li Jiancheng Lv Nan Duan Weizhu Chen 37 98 0 10 May 2021
Long-Span Summarization via Local Attention and Content Selection Potsawee Manakul Mark J. F. Gales 13 42 0 08 May 2021
Generating Related Work Darsh J. Shah Regina Barzilay 30 3 0 18 Apr 2021
Efficient Attentions for Long Document Summarization L. Huang Shuyang Cao Nikolaus Nova Parulian Heng Ji Lu Wang 56 272 0 05 Apr 2021
Long Document Summarization in a Low Resource Setting using Pretrained Language Models Ahsaas Bajaj Pavitra Dangati Kalpesh Krishna Pradhiksha Ashok Kumar Rheeya Uppaal Bradford T. Windsor Eliot Brenner Dominic Dotterrer Rajarshi Das Andrew McCallum AILaw RALM 29 50 0 01 Mar 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 83 83 0 30 Jan 2021
Summaformers @ LaySumm 20, LongSumm 20 Sayar Ghosh Roy Nikhil Pinnaparaju Risubh Jain Manish Gupta Vasudeva Varma 19 14 0 10 Jan 2021
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 32 37 0 27 Nov 2020
Learning to Summarize Long Texts with Memory Compression and Transfer Jaehong Park Jonathan Pilault C. Pal 28 0 0 21 Oct 2020
Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization Tiezheng Yu Dan Su Wenliang Dai Pascale Fung 24 5 0 19 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 239 611 0 13 Oct 2020
Sparsifying Transformer Models with Trainable Representation Pooling Michal Pietruszka Łukasz Borchmann Lukasz Garncarek 17 10 0 10 Sep 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 45 30 0 31 Jul 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 285 2,015 0 28 Jul 2020
Abstractive and mixed summarization for long-single documents Roger Barrull Jugal Kalita 18 0 0 03 Jul 2020
SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 26 25 0 18 Jun 2020
Combination of abstractive and extractive approaches for summarization of long scientific texts Vladislav Tretyak Denis Stepanov 13 10 0 09 Jun 2020
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting Sheng-Chieh Lin Jheng-Hong Yang Rodrigo Nogueira Ming-Feng Tsai Chuan-Ju Wang Jimmy J. Lin 14 24 0 05 May 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
Discourse-Aware Unsupervised Summarization of Long Scientific Documents Yue Dong Andrei Mircea Jackie C.K. Cheung 19 8 0 01 May 2020
Transform and Tell: Entity-Aware News Image Captioning Alasdair Tran A. Mathews Lexing Xie VLM 12 95 0 17 Apr 2020
A Divide-and-Conquer Approach to the Summarization of Long Documents Alexios Gidiotis Grigorios Tsoumakas 25 18 0 13 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 28 3,916 0 10 Apr 2020
Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling Dmitrii Aksenov J. Moreno-Schneider Peter Bourgonje Robert Schwarzenberg Leonhard Hennig Georg Rehm 24 25 0 29 Mar 2020
Explaining Relationships Between Scientific Documents Kelvin Luu Xinyi Wu Rik Koncel-Kedziorski Kyle Lo Isabel Cachola Noah A. Smith 41 48 0 02 Feb 2020
Deep Reinforced Self-Attention Masks for Abstractive Summarization (DR.SAS) Ankit R. Chadha Mohamed Masoud AI4TS 20 0 0 30 Dec 2019
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 43 2,012 0 18 Dec 2019
Retrieval-based Goal-Oriented Dialogue Generation Ana Valeria González Isabelle Augenstein Anders Søgaard 3DV 6 3 0 30 Sep 2019
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,255 0 14 Nov 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015