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
Open Problems in Cooperative AI Allan Dafoe Edward Hughes Yoram Bachrach Tantum Collins Kevin R. McKee Joel Z. Leibo Kate Larson T. Graepel 42 200 0 15 Dec 2020
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling Yicheng Zou Lujun Zhao Yangyang Kang Jun Lin Minlong Peng Zhuoren Jiang Changlong Sun Qi Zhang Xuanjing Huang Xiaozhong Liu 24 51 0 14 Dec 2020
Discriminative Pre-training for Low Resource Title Compression in Conversational Grocery Snehasish Mukherjee Phaniram Sayapaneni Shankara B. Subramanya 16 2 0 13 Dec 2020
Cross-lingual Transfer of Abstractive Summarizer to Less-resource Language Aleš Žagar Marko Robnik-Šikonja 36 9 0 08 Dec 2020
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations Nando Metzger Mehmet Özgür Türkoglu Stefano Dáronco Jan Dirk Wegner Konrad Schindler BDL AI4TS 19 29 0 04 Dec 2020
CUED_speech at TREC 2020 Podcast Summarisation Track Potsawee Manakul Mark Gales 23 12 0 04 Dec 2020
Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! Wen Xiao Patrick Huber Giuseppe Carenini 39 13 0 03 Dec 2020
Systematically Exploring Redundancy Reduction in Summarizing Long Documents Wen Xiao Giuseppe Carenini 26 43 0 30 Nov 2020
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 32 37 0 27 Nov 2020
WikiAsp: A Dataset for Multi-domain Aspect-based Summarization Hiroaki Hayashi Prashant Budania Peng Wang Chris Ackerson Raj Neervannan Graham Neubig 34 64 0 16 Nov 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 32 6 0 15 Nov 2020
Pointing to Subwords for Generating Function Names in Source Code Shogo Fujita Hidetaka Kamigaito Hiroya Takamura Manabu Okumura 19 2 0 09 Nov 2020
Metrics also Disagree in the Low Scoring Range: Revisiting Summarization Evaluation Metrics Manik Bhandari Pranav Narayan Gour A. Ashfaq Pengfei Liu 9 17 0 08 Nov 2020
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision Patrick Huber Giuseppe Carenini 16 18 0 05 Nov 2020
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization Md Tahmid Rahman Laskar Enamul Hoque J. Huang RALM 6 35 0 03 Nov 2020
Liputan6: A Large-scale Indonesian Dataset for Text Summarization Fajri Koto Jey Han Lau Timothy Baldwin 22 46 0 02 Nov 2020
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation Alexander R. Fabbri Simeng Han Haoyuan Li Haoran Li Marjan Ghazvininejad Shafiq Joty Dragomir R. Radev Yashar Mehdad 123 95 0 24 Oct 2020
GO FIGURE: A Meta Evaluation of Factuality in Summarization Saadia Gabriel Asli Celikyilmaz Rahul Jha Yejin Choi Jianfeng Gao HILM 238 96 0 24 Oct 2020
Pairwise Representation Learning for Event Coreference Xiaodong Yu Wenpeng Yin Dan Roth NAI 48 12 0 24 Oct 2020
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation Yuning Mao Xiang Ren Heng Ji Jiawei Han HILM 125 38 0 24 Oct 2020
AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Sayali Kulkarni Sheide Chammas Wan Zhu Fei Sha Eugene Ie RALM 64 52 0 23 Oct 2020
Understanding the Extent to which Summarization Evaluation Metrics Measure the Information Quality of Summaries Daniel Deutsch Dan Roth 61 7 0 23 Oct 2020
AI-lead Court Debate Case Investigation Changzhen Ji Xin Zhou Conghui Zhu Tiejun Zhao ELM 18 0 0 22 Oct 2020
Cross Copy Network for Dialogue Generation Changzhen Ji Xiaoxia Zhou Yating Zhang Xiaozhong Liu Changlong Sun Conghui Zhu Tiejun Zhao 38 11 0 22 Oct 2020
Learning to Summarize Long Texts with Memory Compression and Transfer Jaehong Park Jonathan Pilault C. Pal 36 0 0 21 Oct 2020
Controllable Text Simplification with Explicit Paraphrasing Mounica Maddela Fernando Alva-Manchego Wenyuan Xu 23 98 0 21 Oct 2020
SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Jiaxin Ju Ming Liu Longxiang Gao Shirui Pan 68 13 0 19 Oct 2020
Mixed-Lingual Pre-training for Cross-lingual Summarization Ruochen Xu Chenguang Zhu Yu Shi Michael Zeng Xuedong Huang 27 26 0 18 Oct 2020
Lexicon-constrained Copying Network for Chinese Abstractive Summarization Boyan Wan Mishal Sohail 18 2 0 16 Oct 2020
GSum: A General Framework for Guided Neural Abstractive Summarization Zi-Yi Dou Pengfei Liu Hiroaki Hayashi Zhengbao Jiang Graham Neubig 11 256 0 15 Oct 2020
Re-evaluating Evaluation in Text Summarization Manik Bhandari Pranav Narayan Gour A. Ashfaq Pengfei Liu Graham Neubig 20 175 0 14 Oct 2020
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries Xiaofei Sun Zijun Sun Yuxian Meng Jiwei Li Chun Fan 11 18 0 14 Oct 2020
Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach Bowen Tan Lianhui Qin Eric Xing Zhiting Hu 27 38 0 14 Oct 2020
Assessing the Helpfulness of Review Content for Explaining Recommendations Diana C. Hernandez-Bocanegra J. Ziegler 14 0 0 13 Oct 2020
Incorporating BERT into Parallel Sequence Decoding with Adapters Junliang Guo Zhirui Zhang Linli Xu Hao-Ran Wei Boxing Chen Enhong Chen 51 69 0 13 Oct 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Yiran Chen Pengfei Liu Ming Zhong Zi-Yi Dou Danqing Wang Xipeng Qiu Xuanjing Huang ELM 38 24 0 11 Oct 2020
Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization Kunal Chawla Diyi Yang 29 36 0 10 Oct 2020
Open-Domain Question Answering Goes Conversational via Question Rewriting R. Anantha Svitlana Vakulenko Zhucheng Tu Shayne Longpre S. Pulman Srinivas Chappidi LRM 25 165 0 10 Oct 2020
What Have We Achieved on Text Summarization? Dandan Huang Leyang Cui Sen Yang Guangsheng Bao Kun Wang Jun Xie Yue Zhang 40 109 0 09 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 32 279 0 09 Oct 2020
PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation A. Singh 16 14 0 08 Oct 2020
WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization Faisal Ladhak Esin Durmus Claire Cardie Kathleen McKeown CVBM 23 196 0 07 Oct 2020
Plug and Play Autoencoders for Conditional Text Generation Florian Mai Nikolaos Pappas Ivan Montero Noah A. Smith U. Washington 30 36 0 06 Oct 2020
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications Matthew Khoury Rumen Dangovski L. Ou Preslav Nakov Yichen Shen L. Jing 23 0 0 06 Oct 2020
Stepwise Extractive Summarization and Planning with Structured Transformers Shashi Narayan Joshua Maynez Jakub Adamek Daniele Pighin Blavz Bratanivc Ryan T. McDonald 33 30 0 06 Oct 2020
Semantically Driven Sentence Fusion: Modeling and Evaluation Eyal Ben-David Orgad Keller Eric Malmi Idan Szpektor Roi Reichart 21 5 0 06 Oct 2020
GRUEN for Evaluating Linguistic Quality of Generated Text Wanzheng Zhu S. Bhat 33 60 0 06 Oct 2020
Multi-Fact Correction in Abstractive Text Summarization Yue Dong Shuohang Wang Zhe Gan Yu Cheng Jackie C.K. Cheung Jingjing Liu KELM HILM 22 118 0 06 Oct 2020
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning Hanlu Wu Tengfei Ma Lingfei Wu Tariro Manyumwa S. Ji SSL 22 56 0 05 Oct 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen Diyi Yang 27 144 0 04 Oct 2020