v1v2v3v4v5 (latest)

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
Controlling the Focus of Pretrained Language Generation Models Jiabao Ji Yoon Kim James R. Glass Tianxing He 118 5 0 02 Mar 2022
The NLP Task Effectiveness of Long-Range Transformers Guanghui Qin Yukun Feng Benjamin Van Durme 65 30 0 16 Feb 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 157 193 0 14 Feb 2022
Differentiable N-gram Objective on Abstractive Summarization Yunqi Zhu Xuebing Yang Yuanyuan Wu Mingjing Zhu Wensheng Zhang 67 5 0 08 Feb 2022
Locally Typical Sampling Clara Meister Tiago Pimentel Gian Wiher Ryan Cotterell 225 91 0 01 Feb 2022
Generative Cooperative Networks for Natural Language Generation Sylvain Lamprier Thomas Scialom Antoine Chaffin Vincent Claveau Ewa Kijak Jacopo Staiano Benjamin Piwowarski GAN 104 13 0 28 Jan 2022
SciBERTSUM: Extractive Summarization for Scientific Documents Athar Sefid C. Lee Giles 76 10 0 21 Jan 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal Mousumi Akter Shubhra (Santu) Karmaker 66 0 0 14 Jan 2022
Pretty Princess vs. Successful Leader: Gender Roles in Greeting Card Messages Jiao Sun Tongshuang Wu Yue Jiang Ronil Awalegaonkar Xi Lin Diyi Yang 17 8 0 28 Dec 2021
Measuring Attribution in Natural Language Generation Models Hannah Rashkin Vitaly Nikolaev Matthew Lamm Lora Aroyo Michael Collins Dipanjan Das Slav Petrov Gaurav Singh Tomar Iulia Turc David Reitter 103 184 0 23 Dec 2021
Sparse-softmax: A Simpler and Faster Alternative Softmax Transformation Shaoshi Sun Zhenyuan Zhang B. Huang Pengbin Lei Jianlin Su Shengfeng Pan Jiarun Cao UQCV 45 8 0 23 Dec 2021
Adaptive Beam Search to Enhance On-device Abstractive Summarization S. HarichandanaB.S. Sumit Kumar 35 1 0 22 Dec 2021
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Md Tahmid Rahman Laskar Enamul Hoque J. Huang 95 45 0 22 Dec 2021
Learning Semi-Structured Representations of Radiology Reports Katic Tamara M. Pavlovski Danijela Sekulic Slobodan Vučetić MedIm 32 0 0 20 Dec 2021
May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation Sanghyuk Choi J. Hwang Hyungjong Noh Yeonsoo Lee 40 3 0 20 Dec 2021
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Alexander R. Fabbri Chien-Sheng Wu Wenhao Liu Caiming Xiong HILM 110 218 0 16 Dec 2021
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo Joshua Ainslie David C. Uthus Santiago Ontanon Jianmo Ni Yun-hsuan Sung Yinfei Yang VLM 89 317 0 15 Dec 2021
Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Lavinia Dunagan Jacob Morrison Alexander R. Fabbri Yejin Choi Noah A. Smith 97 40 0 08 Dec 2021
A New Sentence Extraction Strategy for Unsupervised Extractive Summarization Methods Dehao Tao Yingzhu Xiong Zhongliang Yang Yongfeng Huang AI4TS 45 1 0 06 Dec 2021
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo Chloe Clave Pablo Piantanida 122 44 0 02 Dec 2021
Controlling Conditional Language Models without Catastrophic Forgetting Tomasz Korbak Hady ElSahar Germán Kruszewski Marc Dymetman CLL AI4CE 104 35 0 01 Dec 2021
An analysis of document graph construction methods for AMR summarization Fei-Tzin Lee Chris Kedzie Nakul Verma Kathleen McKeown 34 9 0 27 Nov 2021
Knowledge Enhanced Sports Game Summarization Jiaan Wang Zhixu Li Tingyi Zhang Duo Zheng Jianfeng Qu An Liu Lei Zhao Zhigang Chen AI4TS 75 12 0 24 Nov 2021
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst HILM 109 398 0 18 Nov 2021
A Survey on Adversarial Attacks for Malware Analysis Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam AAML 99 53 0 16 Nov 2021
Attention based end to end Speech Recognition for Voice Search in Hindi and English Raviraj Joshi Venkateshan Kannan 51 7 0 15 Nov 2021
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Haoran Li Mona T. Diab 59 15 0 11 Nov 2021
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue Leonard Adolphs Kurt Shuster Jack Urbanek Arthur Szlam Jason Weston KELM LRM 252 41 0 09 Nov 2021
TODSum: Task-Oriented Dialogue Summarization with State Tracking Lulu Zhao Fujia Zheng Keqing He Weihao Zeng Yuejie Lei Huixing Jiang Wei Wu Weiran Xu Jun Guo Fanyu Meng 80 23 0 25 Oct 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 93 91 0 16 Oct 2021
Training Dynamics for Text Summarization Models Tanya Goyal Jiacheng Xu Junjie Li Greg Durrett 135 32 0 15 Oct 2021
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation Chenhui Shen Liying Cheng Ran Zhou Lidong Bing Yang You Luo Si 171 37 0 14 Oct 2021
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 Chengwei Qin Shafiq Joty CLL 216 104 0 14 Oct 2021
SportsSum2.0: Generating High-Quality Sports News from Live Text Commentary Jiaan Wang Zhixu Li Qiang Yang Jianfeng Qu Zhigang Chen Qingsheng Liu Guoping Hu AI4TS 63 7 0 12 Oct 2021
Beam Search with Bidirectional Strategies for Neural Response Generation Pierre Colombo Chouchang Yang Giovanna Varni Chloé Clavel 201 13 0 07 Oct 2021
Leveraging Information Bottleneck for Scientific Document Summarization Jiaxin Ju Ming Liu Huan Yee Koh Yuan Jin Lan Du Shirui Pan 128 15 0 04 Oct 2021
Self-Supervised Learning to Prove Equivalence Between Straight-Line Programs via Rewrite Rules Steve Kommrusch Monperrus Martin L. Pouchet 67 9 0 22 Sep 2021
Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries Xiangru Tang Alexander R. Fabbri Haoran Li Ziming Mao Griffin Adams Borui Wang Asli Celikyilmaz Yashar Mehdad Dragomir R. Radev HILM 79 20 0 19 Sep 2021
Biomedical text summarization using Conditional Generative Adversarial Network(CGAN) Seyed Vahid Moravvej Abdolreza Mirzaei M. Safayani GAN MedIm 49 31 0 17 Sep 2021
Exploring Multitask Learning for Low-Resource AbstractiveSummarization Ahmed Magooda Mohamed S. Elaraby Diane Litman 73 11 0 17 Sep 2021
RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization Chen An Ming Zhong Zhichao Geng Jianqiang Yang Xipeng Qiu RALM 74 25 0 16 Sep 2021
Transformer-based Lexically Constrained Headline Generation Kosuke Yamada Yuta Hitomi Hideaki Tamori Ryohei Sasano Naoaki Okazaki Kentaro Inui Koichi Takeda 78 12 0 15 Sep 2021
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation Mingkai Deng Bowen Tan Zhengzhong Liu Eric Xing Zhiting Hu 58 73 0 14 Sep 2021
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization Bharath Chintagunta Namit Katariya X. Amatriain Anitha Kannan LM&MA MedIm 190 154 0 09 Sep 2021
Learning Opinion Summarizers by Selecting Informative Reviews Arthur Brazinskas Mirella Lapata Ivan Titov 93 32 0 09 Sep 2021
Sequence Level Contrastive Learning for Text Summarization Shusheng Xu Xingxing Zhang Yi Wu Furu Wei 108 98 0 08 Sep 2021
Sequence-to-Sequence Learning with Latent Neural Grammars Yoon Kim 158 40 0 02 Sep 2021
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER Ran Zhou Xin Li Ruidan He Lidong Bing Min Zhang Luo Si Steven C. H. Hoi 97 99 0 31 Aug 2021
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization Haitao Lin Liqun Ma Junnan Zhu Lu Xiang Yu Zhou Jiajun Zhang Chengqing Zong 116 46 0 30 Aug 2021
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Yuexiang Xie Fei Sun Yang Deng Yaliang Li Bolin Ding HILM 101 54 0 30 Aug 2021