Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

19 February 2016

Ramesh Nallapati

Bowen Zhou

Cicero Nogueira dos Santos

Papers citing "Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"

50 / 1,103 papers shown

Title
Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia Shijie Wu Benjamin Van Durme 26 50 0 02 Oct 2020
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary Daniel Deutsch Tania Bedrax-Weiss Dan Roth 13 109 0 01 Oct 2020
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning Yuning Mao Yanru Qu Yiqing Xie Xiang Ren Jiawei Han AI4TS 23 46 0 30 Sep 2020
Seq2Edits: Sequence Transduction Using Span-level Edit Operations Felix Stahlberg Shankar Kumar BDL 30 82 0 23 Sep 2020
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures Anirudh Joshi Namit Katariya X. Amatriain Anitha Kannan MedIm 32 88 0 18 Sep 2020
Hierarchical GPT with Congruent Transformers for Multi-Sentence Language Models Jihyeon Roh Huiseong Gim Soo-Young Lee 29 1 0 18 Sep 2020
Noisy Self-Knowledge Distillation for Text Summarization Yang Liu S. Shen Mirella Lapata 33 44 0 15 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 35 230 0 27 Aug 2020
MultiGBS: A multi-layer graph approach to biomedical summarization Ensieh Davoodijam Nasser Ghadiri Maryam Lotfi Shahreza Fabio Rinaldi 25 16 0 27 Aug 2020
Automatic Speech Summarisation: A Scoping Review Dana Rezazadegan S. Berkovsky J. Quiroz A. Kocaballi Ying Wang L. Laranjo E. Coiera 11 14 0 27 Aug 2020
MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations D. S. Berman Craig Howser T. Mehoke Jared D. Evans 32 9 0 26 Aug 2020
Extractive Summarizer for Scholarly Articles Athar Sefid C. Lee Giles P. Mitra 38 0 0 25 Aug 2020
A Baseline Analysis for Podcast Abstractive Summarization Chujie Zheng Harry J. Wang Kunpeng Zhang Ling Fan 21 12 0 24 Aug 2020
Discovering Useful Sentence Representations from Large Pretrained Language Models Nishant Subramani Nivedita Suresh 16 5 0 20 Aug 2020
Word2vec Skip-gram Dimensionality Selection via Sequential Normalized Maximum Likelihood P. Hung Kenji Yamanishi 10 17 0 18 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 45 30 0 31 Jul 2020
Leverage Unlabeled Data for Abstractive Speech Summarization with Self-Supervised Learning and Back-Summarization P. Tardy Louis de Seynes François Hernandez Vincent Nguyen D. Janiszek Yannick Esteve 22 1 0 30 Jul 2020
Enriching Video Captions With Contextual Text Philipp Rimle Pelin Dogan Markus Gross 30 3 0 29 Jul 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 38 691 0 24 Jul 2020
Align then Summarize: Automatic Alignment Methods for Summarization Corpus Creation P. Tardy D. Janiszek Yannick Esteve Vincent Nguyen 33 10 0 15 Jul 2020
Abstractive and mixed summarization for long-single documents Roger Barrull Jugal Kalita 26 0 0 03 Jul 2020
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization Beliz Gunel Chenguang Zhu Michael Zeng Xuedong Huang HILM 18 42 0 27 Jun 2020
Automating Text Naturalness Evaluation of NLG Systems Erion cCano Ondrej Bojar 16 0 0 23 Jun 2020
Open Source Software for Efficient and Transparent Reviews R. Schoot J. D. Bruin Raoul Schram Parisa Zahedi J. D. Boer ... Yongchao Ma Qixiang Fang Sybren Hindriks L. Tummers Daniel L. Oberski 24 493 0 22 Jun 2020
SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 37 25 0 18 Jun 2020
DynE: Dynamic Ensemble Decoding for Multi-Document Summarization Chris Hokamp D. Ghalandari N. Pham John Glover AI4TS 13 20 0 15 Jun 2020
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images Ni Trieu Sebastian Goodman P. Narayana Kazoo Sone Radu Soricut ViT 11 7 0 15 Jun 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano GAN SyDa 25 18 0 08 Jun 2020
Human or Machine: Automating Human Likeliness Evaluation of NLG Texts Erion Çano Ondrej Bojar 14 6 0 05 Jun 2020
Sparsity in Reservoir Computing Neural Networks Claudio Gallicchio 9 12 0 04 Jun 2020
Catching Attention with Automatic Pull Quote Selection Tanner A. Bohn Charles X. Ling 64 4 0 27 May 2020
A Generative Approach to Titling and Clustering Wikipedia Sections Anjalie Field S. Rothe Simon Baumgartner Cong Yu Abe Ittycheriah 32 4 0 22 May 2020
A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal D. Ghalandari Chris Hokamp N. Pham John Glover Georgiana Ifrim 21 108 0 20 May 2020
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model Da-Rong Liu Chunxi Liu Frank Zhang Gabriel Synnaeve Yatharth Saraf Geoffrey Zweig 31 19 0 15 May 2020
Deep Learning for Political Science Kakia Chatsiou Slava Jankin AI4CE 39 12 0 13 May 2020
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling F. S. Bao Hebi Li Ge Luo Minghui Qiu Yinfei Yang Youbiao He Cen Chen 24 4 0 13 May 2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information Shen Gao Preslav Nakov Zhaochun Ren Dongyan Zhao Rui Yan 23 48 0 10 May 2020
Context-Sensitive Generation Network for Handing Unknown Slot Values in Dialogue State Tracking Puhai Yang Heyan Huang Xian-Ling Mao 16 4 0 08 May 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 25 385 0 07 May 2020
AIBench Scenario: Scenario-distilling AI Benchmarking Wanling Gao Fei Tang Jianfeng Zhan Xu Wen Lei Wang Zheng Cao Chuanxin Lan Chunjie Luo Xiaoli Liu Zihan Jiang 29 14 0 06 May 2020
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization Rahul Jha Keping Bi Yang Li M. Pakdaman Asli Celikyilmaz Ivan Zhiboedov Kieran McDonald 25 2 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 27 115 0 04 May 2020
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction Raphael Schumann Lili Mou Yao Lu Olga Vechtomova K. Markert 193 41 0 04 May 2020
We Need to Talk About Random Splits Anders Søgaard Sebastian Ebert Jasmijn Bastings Katja Filippova 34 97 0 01 May 2020
Discourse-Aware Unsupervised Summarization of Long Scientific Documents Yue Dong Andrei Mircea Jackie C.K. Cheung 27 8 0 01 May 2020
MLSUM: The Multilingual Summarization Corpus Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 34 174 0 30 Apr 2020
Few-Shot Learning for Opinion Summarization Arthur Brazinskas Mirella Lapata Ivan Titov 6 2 0 30 Apr 2020
AIBench Training: Balanced Industry-Standard AI Training Benchmarking Fei Tang Wanling Gao Jianfeng Zhan Chuanxin Lan Xu Wen ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 30 3 0 30 Apr 2020
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks Tasnim Mohiuddin Prathyusha Jwalapuram Xiang Lin Shafiq Joty OffRL 16 7 0 30 Apr 2020
Improved Natural Language Generation via Loss Truncation Daniel Kang Tatsunori Hashimoto 25 97 0 30 Apr 2020