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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
Bidirectional Language Models Are Also Few-shot Learners Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 140 47 0 29 Sep 2022
Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models Xiuying Wei Yunchen Zhang Xiangguo Zhang Ruihao Gong Shanghang Zhang Qi Zhang F. Yu Xianglong Liu MQ 133 153 0 27 Sep 2022
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Hoang Thang Ta Abu Bakar Siddiqur Rahman Navonil Majumder Amir Hussain Lotfollah Najjar N. Howard Soujanya Poria Alexander Gelbukh 79 11 0 27 Sep 2022
News Summarization and Evaluation in the Era of GPT-3 Tanya Goyal Junyi Jessy Li Greg Durrett ELM 124 411 0 26 Sep 2022
Unsupervised Opinion Summarization Using Approximate Geodesics Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 59 7 0 15 Sep 2022
ESSumm: Extractive Speech Summarization from Untranscribed Meeting Jun Wang 65 7 0 14 Sep 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization Seungone Kim Se June Joo Hyungjoo Chae Chaehyeong Kim Seung-won Hwang Jinyoung Yeo 54 20 0 02 Sep 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He Baolin Peng Liyang Lu Song Wang Jie Mei ... Chenguang Zhu Wayne Xiong Michael Zeng Jianfeng Gao Xuedong Huang 117 47 0 21 Aug 2022
Template-based Abstractive Microblog Opinion Summarisation I. Bilal Bo Wang Adam Tsakalidis Dong Nguyen Rob Procter Maria Liakata 61 12 0 08 Aug 2022
Enhancing Security Patch Identification by Capturing Structures in Commits Bozhi Wu Shangqing Liu Ruitao Feng Xiaofei Xie J. Siow Shang-Wei Lin 48 35 0 19 Jul 2022
A General Contextualized Rewriting Framework for Text Summarization Guangsheng Bao Yue Zhang BDL 40 7 0 13 Jul 2022
Human-Centric Research for NLP: Towards a Definition and Guiding Questions Bhushan Kotnis Kiril Gashteovski J. Gastinger G. Serra Francesco Alesiani T. Sztyler Ammar Shaker Na Gong Carolin (Haas) Lawrence Zhao Xu 74 9 0 10 Jul 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 147 128 0 03 Jul 2022
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities Zejiang Shen Kyle Lo L. Yu N. Dahlberg Margo Schlanger Doug Downey ELM AILaw 119 48 0 22 Jun 2022
Automatic Controllable Product Copywriting for E-Commerce Xiaojie Guo Qingkai Zeng Meng Jiang Yun Xiao Bo Long Lingfei Wu 45 10 0 21 Jun 2022
Learning Multiscale Transformer Models for Sequence Generation Bei Li Tong Zheng Yi Jing Chengbo Jiao Tong Xiao Jingbo Zhu 70 9 0 19 Jun 2022
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization S. Yadav D. Gupta Dina Demner-Fushman 82 16 0 14 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 137 15 0 11 Jun 2022
CLTS+: A New Chinese Long Text Summarization Dataset with Abstractive Summaries Xiaojun Liu Yanan Cao Chuang Zhang Xiaojun Chen Jinpeng Li 72 9 0 09 Jun 2022
Counseling Summarization using Mental Health Knowledge Guided Utterance Filtering Aseem Srivastava Tharun Suresh Sarah Peregrine S. P. Lord Md. Shad Akhtar Tanmoy Chakraborty 66 14 0 08 Jun 2022
NEWTS: A Corpus for News Topic-Focused Summarization Seyed Ali Bahrainian Sheridan Feucht Carsten Eickhoff 119 26 0 31 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 71 14 0 25 May 2022
Leveraging Locality in Abstractive Text Summarization Yixin Liu Ansong Ni Linyong Nan Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 96 18 0 25 May 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way Alex Jinpeng Wang Richard Yuanzhe Pang Angelica Chen Jason Phang Samuel R. Bowman 147 46 0 23 May 2022
Descartes: Generating Short Descriptions of Wikipedia Articles Marija Sakota Maxime Peyrard Robert West VLM 42 2 0 20 May 2022
Summarization as Indirect Supervision for Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 80 54 0 19 May 2022
SNaC: Coherence Error Detection for Narrative Summarization Tanya Goyal Junyi Jessy Li Greg Durrett 95 29 0 19 May 2022
Topic Segmentation of Research Article Collections Erion cCano Benjamin Roth 53 1 0 18 May 2022
User-Driven Research of Medical Note Generation Software Tom Knoll Francesco Moramarco Alex Papadopoulos Korfiatis Rachel D. Young C. Ruffini Mark Perera Christian Perstl Ehud Reiter Anya Belz Aleksandar Savkov 79 22 0 05 May 2022
Efficient Few-Shot Fine-Tuning for Opinion Summarization Arthur Bravzinskas Ramesh Nallapati Joey Tianyi Zhou Markus Dreyer 36 24 0 04 May 2022
Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking Hwanhee Lee Kang Min Yoo Joonsuk Park Hwaran Lee Kyomin Jung HILM 55 11 0 04 May 2022
Large-Scale Multi-Document Summarization with Information Extraction and Compression Ning Wang Han Liu Diego Klabjan 55 1 0 01 May 2022
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization Yue Dong John Wieting Pat Verga HILM 82 26 0 28 Apr 2022
Supervised Attention in Sequence-to-Sequence Models for Speech Recognition Gene-Ping Yang Hao Tang 50 2 0 25 Apr 2022
WikiMulti: a Corpus for Cross-Lingual Summarization Pavel Tikhonov Valentin Malykh 34 3 0 23 Apr 2022
Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics Daniel Deutsch Rotem Dror Dan Roth 75 45 0 21 Apr 2022
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets Wei Chen Zhiwei Li Hongyi Fang Qian-Qian Yao Cheng Zhong Jianye Hao Qi Zhang Xuanjing Huang J. Peng Zhongyu Wei 87 63 0 19 Apr 2022
A Call for Clarity in Beam Search: How It Works and When It Stops Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Dragomir R. Radev Yejin Choi Noah A. Smith 88 9 0 11 Apr 2022
Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization Brydon Parker A. Sokolov Mahtab Ahmed Matt Kalebic S. Koçak Ofer Shai 87 1 0 06 Apr 2022
Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation Francesco Moramarco Alex Papadopoulos Korfiatis Mark Perera Damir Juric Jack Flann Ehud Reiter Anya Belz Aleksandar Savkov 76 51 0 01 Apr 2022
PriMock57: A Dataset Of Primary Care Mock Consultations Alex Papadopoulos Korfiatis Francesco Moramarco Radmila Sarac Aleksandar Savkov 63 25 0 01 Apr 2022
On the probability-quality paradox in language generation Clara Meister Gian Wiher Tiago Pimentel Ryan Cotterell 99 14 0 31 Mar 2022
BRIO: Bringing Order to Abstractive Summarization Yixin Liu Pengfei Liu Dragomir R. Radev Graham Neubig 105 287 0 31 Mar 2022
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization Zheng Li Zijian Wang Ming Tan Ramesh Nallapati Parminder Bhatia Andrew O. Arnold Bing Xiang Dan Roth MQ 74 44 0 21 Mar 2022
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation Bei Li Quan Du Tao Zhou Yi Jing Shuhan Zhou Xin Zeng Tong Xiao JingBo Zhu Xuebo Liu Min Zhang 57 35 0 17 Mar 2022
A Feasibility Study of Answer-Agnostic Question Generation for Education Liam Dugan E. Miltsakaki Shriyash Upadhyay Etan Ginsberg Hannah Gonzalez Dayheon Choi Chuning Yuan Chris Callison-Burch 84 13 0 16 Mar 2022
Long Document Summarization with Top-down and Bottom-up Inference Bo Pang Erik Nijkamp Wojciech Kry'sciñski Silvio Savarese Yingbo Zhou Caiming Xiong RALM BDL 86 56 0 15 Mar 2022
Summarizing a virtual robot's past actions in natural language Chad DeChant Daniel Bauer LM&Ro 62 4 0 13 Mar 2022
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization Mathieu Ravaut Shafiq Joty Nancy F. Chen MoE 51 96 0 13 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 927 13,266 0 04 Mar 2022