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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 / 692 papers shown

Title
Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo Guillaume Staerman Chloé Clavel Pablo Piantanida 197 41 0 27 Aug 2021
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Chujie Zheng Kunpeng Zhang Harry J. Wang Ling Fan Zhe Wang 54 7 0 26 Aug 2021
Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization Shichao Sun Wenjie Li 59 26 0 26 Aug 2021
ComSum: Commit Messages Summarization and Meaning Preservation Leshem Choshen Idan Amit 48 4 0 23 Aug 2021
A Neural Conversation Generation Model via Equivalent Shared Memory Investigation Changzhen Ji Yating Zhang Xiaozhong Liu Adam Jatowt Changlong Sun Conghui Zhu Tiejun Zhao 53 1 0 20 Aug 2021
MTG: A Benchmark Suite for Multilingual Text Generation Yiran Chen Zhenqiao Song Xianze Wu Danqing Wang Jingjing Xu Jiaze Chen Hao Zhou Lei Li LRM VLM 82 22 0 13 Aug 2021
Generating Diverse Descriptions from Semantic Graphs Paul Burgess Daniel Beck Trevor Cohn 52 0 0 12 Aug 2021
Controllable Summarization with Constrained Markov Decision Process Hou Pong Chan Lu Wang Irwin King 255 22 0 07 Aug 2021
Summary Explorer: Visualizing the State of the Art in Text Summarization S. Syed Tariq Yousef Khalid Al Khatib S. Jänicke Martin Potthast ELM 74 9 0 04 Aug 2021
Dialogue Summarization with Supporting Utterance Flow Modeling and Fact Regularization Wang Chen Pijian Li Hou Pong Chan Irwin King HILM AI4TS 50 10 0 03 Aug 2021
An Evaluation of Generative Pre-Training Model-based Therapy Chatbot for Caregivers Lu Wang Munif Ishad Mujib Jake Williams G. Demiris Jina Huh-Yoo AI4MH 72 33 0 28 Jul 2021
DeepTitle -- Leveraging BERT to generate Search Engine Optimized Headlines Cristian Anastasiu Hanna Behnke Sarah Lück Viktor Malesevic Aamna Najmi Javier Poveda-Panter 96 3 0 22 Jul 2021
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 80 101 0 07 Jul 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 86 161 0 07 Jul 2021
Improving Factual Consistency of Abstractive Summarization on Customer Feedback Yang Liu Yifei Sun Vincent Gao HILM 51 6 0 30 Jun 2021
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages Tahmid Hasan Abhik Bhattacharjee Md. Saiful Islam Kazi Samin Mubasshir Yuan-Fang Li Yong-Bin Kang M. Rahman Rifat Shahriyar 104 372 0 25 Jun 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 96 26 0 21 Jun 2021
DocNLI: A Large-scale Dataset for Document-level Natural Language Inference Wenpeng Yin Dragomir R. Radev Caiming Xiong HILM 82 98 0 17 Jun 2021
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Masaru Isonuma Junichiro Mori Danushka Bollegala Ichiro Sakata 49 27 0 15 Jun 2021
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation Xiang Lin Simeng Han Shafiq Joty 55 25 0 14 Jun 2021
Generate, Annotate, and Learn: NLP with Synthetic Text Xuanli He Islam Nassar J. Kiros Gholamreza Haffari Mohammad Norouzi 88 53 0 11 Jun 2021
VT-SSum: A Benchmark Dataset for Video Transcript Segmentation and Summarization Tengchao Lv Lei Cui M. Vasilijevic Furu Wei 61 7 0 10 Jun 2021
Extractive Research Slide Generation Using Windowed Labeling Ranking Athar Sefid Jian Wu P. Mitra C. Lee Giles 72 8 0 06 Jun 2021
W-RST: Towards a Weighted RST-style Discourse Framework Patrick Huber Wen Xiao Giuseppe Carenini 65 3 0 04 Jun 2021
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes J. Mullenbach Yada Pruksachatkun Sean Adler Jennifer Seale Jordan Swartz T. McKelvey Hui Dai Yi Yang David Sontag 66 16 0 04 Jun 2021
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Yixin Liu Peng Liu AILaw 85 263 0 03 Jun 2021
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 89 91 0 02 Jun 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Alexander R. Fabbri Faiaz Rahman Imad Rizvi Borui Wang Haoran Li Yashar Mehdad Dragomir R. Radev 96 65 0 01 Jun 2021
CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model Tae-Hwan Jung VLM 61 31 0 29 May 2021
Controllable Abstractive Dialogue Summarization with Sketch Supervision Chien-Sheng Wu Linqing Liu Wenhao Liu Pontus Stenetorp Caiming Xiong 76 52 0 28 May 2021
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization Xiachong Feng Xiaocheng Feng Libo Qin Bing Qin Ting Liu VLM 63 93 0 26 May 2021
DepressionNet: A Novel Summarization Boosted Deep Framework for Depression Detection on Social Media Hamad Zogan Imran Razzak Shoaib Jameel Guandong Xu 83 60 0 23 May 2021
BookSum: A Collection of Datasets for Long-form Narrative Summarization Wojciech Kry'sciñski Nazneen Rajani Divyansh Agarwal Caiming Xiong Dragomir R. Radev RALM 116 154 0 18 May 2021
Towards Human-Free Automatic Quality Evaluation of German Summarization Neslihan Iskender Oleg V. Vasilyev Tim Polzehl John Bohannon Sebastian Möller 48 1 0 13 May 2021
The Summary Loop: Learning to Write Abstractive Summaries Without Examples Philippe Laban Andrew Hsi Bloomberg John F. Canny Marti A. Hearst 69 56 0 11 May 2021
Improving Factual Consistency of Abstractive Summarization via Question Answering Feng Nan Cicero Nogueira dos Santos Henghui Zhu Patrick Ng Kathleen McKeown Ramesh Nallapati Dejiao Zhang Zhiguo Wang Andrew O. Arnold Bing Xiang HILM 75 87 0 10 May 2021
Long-Span Summarization via Local Attention and Content Selection Potsawee Manakul Mark Gales 85 42 0 08 May 2021
D2S: Document-to-Slide Generation Via Query-Based Text Summarization Edward Sun Yufang Hou Dakuo Wang Yunfeng Zhang N. Wang 68 38 0 08 May 2021
The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Yi-Chong Huang Xiachong Feng Xiaocheng Feng Bing Qin HILM 202 108 0 30 Apr 2021
Focused Attention Improves Document-Grounded Generation Shrimai Prabhumoye Kazuma Hashimoto Yingbo Zhou A. Black Ruslan Salakhutdinov 225 41 0 26 Apr 2021
A Bi-Encoder LSTM Model For Learning Unstructured Dialogs Diwanshu Shekhar P. Negi Mohammad H. Mahoor 42 2 0 25 Apr 2021
Generating abstractive summaries of Lithuanian news articles using a transformer model Lukas Stankevicius M. Lukoševičius 50 3 0 23 Apr 2021
Frustratingly Easy Edit-based Linguistic Steganography with a Masked Language Model Honai Ueoka Yugo Murawaki Sadao Kurohashi 52 42 0 20 Apr 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection Sihao Chen Fan Zhang Kazoo Sone Dan Roth HILM 94 108 0 19 Apr 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus Jesse Dodge Maarten Sap Ana Marasović William Agnew Gabriel Ilharco Dirk Groeneveld Margaret Mitchell Matt Gardner AILaw 126 455 0 18 Apr 2021
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation Yuning Mao Wenchang Ma Deren Lei Jiawei Han Xiang Ren 96 4 0 18 Apr 2021
Multi-Perspective Abstractive Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Mona T. Diab 67 7 0 17 Apr 2021
Neural Transfer Learning for Repairing Security Vulnerabilities in C Code Zimin Chen Steve Kommrusch Monperrus Martin 91 127 0 16 Apr 2021
RefSum: Refactoring Neural Summarization Yixin Liu Zi-Yi Dou Pengfei Liu 65 40 0 15 Apr 2021
Predicting Discourse Trees from Transformer-based Neural Summarizers Wen Xiao Patrick Huber Giuseppe Carenini 63 16 0 14 Apr 2021