PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization

18 December 2019

Mohammad Saleh

Papers citing "PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization"

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Title
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing Shailza Jolly Pepa Atanasova Isabelle Augenstein 41 13 0 13 Dec 2021
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 36 6 0 10 Dec 2021
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 38 78 0 09 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 57 39 0 08 Dec 2021
A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing Yanjun Gao Dmitriy Dligach Leslie A. Christensen S. Tesch Ryan Laffin Dongfang Xu Timothy A. Miller Özlem Uzuner M. Churpek Majid Afshar LM&MA 41 25 0 07 Dec 2021
Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation Thong Nguyen Anh Tuan Luu 72 40 0 07 Dec 2021
CO2Sum:Contrastive Learning for Factual-Consistent Abstractive Summarization Wei Liu Huanqin Wu Wenjing Mu Zhen Li Tao Chen Dan Nie HILM 14 17 0 02 Dec 2021
True Few-Shot Learning with Prompts -- A Real-World Perspective Timo Schick Hinrich Schütze VLM 27 64 0 26 Nov 2021
Sparse is Enough in Scaling Transformers Sebastian Jaszczur Aakanksha Chowdhery Afroz Mohiuddin Lukasz Kaiser Wojciech Gajewski Henryk Michalewski Jonni Kanerva MoE 29 101 0 24 Nov 2021
Triple Classification for Scholarly Knowledge Graph Completion M. Y. Jaradeh Kuldeep Singh M. Stocker Sören Auer 31 12 0 23 Nov 2021
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst HILM 29 382 0 18 Nov 2021
Attention-based Multi-hypothesis Fusion for Speech Summarization Takatomo Kano A. Ogawa Marc Delcroix Shinji Watanabe 22 13 0 16 Nov 2021
Adding more data does not always help: A study in medical conversation summarization with PEGASUS Varun Nair Namit Katariya X. Amatriain Ilya Valmianski Anitha Kannan MedIm 27 4 0 15 Nov 2021
Dialogue Inspectional Summarization with Factual Inconsistency Awareness Leilei Gan Yating Zhang Kun Kuang Lin Yuan Shuo Li Changlong Sun Xiaozhong Liu Fei Wu HILM 24 4 0 05 Nov 2021
Assessing Effectiveness of Using Internal Signals for Check-Worthy Claim Identification in Unlabeled Data for Automated Fact-Checking Archita Pathak Rohini Srihari HILM 33 1 0 02 Nov 2021
Hierarchical Transformers Are More Efficient Language Models Piotr Nawrot Szymon Tworkowski Michał Tyrolski Lukasz Kaiser Yuhuai Wu Christian Szegedy Henryk Michalewski 30 61 0 26 Oct 2021
s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning Hangbo Bao Li Dong Wenhui Wang Nan Yang Furu Wei 21 11 0 26 Oct 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 47 23 0 25 Oct 2021
Overview of the 2021 Key Point Analysis Shared Task Roni Friedman Lena Dankin Yufang Hou R. Aharonov Yoav Katz Noam Slonim 21 22 0 20 Oct 2021
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Wen Xiao Iz Beltagy Giuseppe Carenini Arman Cohan CVBM 83 115 0 16 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 34 86 0 16 Oct 2021
Unsupervised Natural Language Inference Using PHL Triplet Generation Neeraj Varshney Pratyay Banerjee Tejas Gokhale Chitta Baral 31 9 0 16 Oct 2021
Training Dynamics for Text Summarization Models Tanya Goyal Jiacheng Xu Junjie Li Greg Durrett 66 29 0 15 Oct 2021
Control Prefixes for Parameter-Efficient Text Generation Jordan Clive Kris Cao Marek Rei 50 32 0 15 Oct 2021
ASPECTNEWS: Aspect-Oriented Summarization of News Documents Ojas Ahuja Jiacheng Xu A. Gupta Kevin Horecka Greg Durrett 84 46 0 15 Oct 2021
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 21 35 0 15 Oct 2021
MixQG: Neural Question Generation with Mixed Answer Types Lidiya Murakhovs'ka C. Wu Philippe Laban Tong Niu Wenhao Liu Caiming Xiong 24 48 0 15 Oct 2021
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Ziming Mao Chen Henry Wu Ansong Ni Yusen Zhang Rui Zhang Tao Yu Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 38 56 0 15 Oct 2021
End-to-End Segmentation-based News Summarization Yang Liu Chenguang Zhu Michael Zeng VLM 51 26 0 15 Oct 2021
Modeling Endorsement for Multi-Document Abstractive Summarization Logan Lebanoff Bingqing Wang Z. Feng Fei Liu 204 4 0 15 Oct 2021
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 110 170 0 14 Oct 2021
Comparative Opinion Summarization via Collaborative Decoding Hayate Iso Xiaolan Wang Stefanos Angelidis Yoshihiko Suhara 62 23 0 14 Oct 2021
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation Chenhui Shen Liying Cheng Ran Zhou Lidong Bing Yang You Luo Si 57 34 0 14 Oct 2021
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction Linhan Zhang Qian Chen Wen Wang Chong Deng Shiliang Zhang Bing Li Wei Wang Xin Cao 45 56 0 13 Oct 2021
Automatic Text Extractive Summarization Based on Graph and Pre-trained Language Model Attention Yuanze Lin Jinwen Ma GNN 31 1 0 10 Oct 2021
Bayesian Active Summarization Alexios Gidiotis Grigorios Tsoumakas BDL 29 7 0 09 Oct 2021
HydraSum: Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models Tanya Goyal Nazneen Rajani Wenhao Liu Wojciech Kry'sciñski AI4CE 20 12 0 08 Oct 2021
Cut the CARP: Fishing for zero-shot story evaluation Shahbuland Matiana J. Smith Ryan Teehan Louis Castricato Stella Biderman Leo Gao Spencer Frazier 54 16 0 06 Oct 2021
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts Sajad Sotudeh Hanieh Deilamsalehi Franck Dernoncourt Nazli Goharian 51 9 0 04 Oct 2021
Generating Summaries for Scientific Paper Review Ana Sabina Uban Cornelia Caragea 34 2 0 28 Sep 2021
Language Invariant Properties in Natural Language Processing Federico Bianchi Debora Nozza Dirk Hovy 57 3 0 27 Sep 2021
Finding a Balanced Degree of Automation for Summary Evaluation Shiyue Zhang Joey Tianyi Zhou 55 43 0 23 Sep 2021
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu Ondrej Dusek Shashi Narayan Verena Rieser Ioannis Konstas HILM 28 6 0 22 Sep 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen Anh Tuan Luu Truc Lu Tho Quan 35 34 0 22 Sep 2021
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese Nguyen Luong Tran Duong Minh Le Dat Quoc Nguyen 19 52 0 20 Sep 2021
CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization Shuyang Cao Lu Wang HILM 36 175 0 19 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 18 19 0 19 Sep 2021
A Bag of Tricks for Dialogue Summarization Muhammad Khalifa Miguel Ballesteros Kathleen McKeown 27 27 0 16 Sep 2021
RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization Chen An Ming Zhong Zhichao Geng Jianqiang Yang Xipeng Qiu RALM 22 23 0 16 Sep 2021
Adversarial Examples for Evaluating Math Word Problem Solvers Vivek Kumar Rishabh Maheshwary Vikram Pudi AAML 35 33 0 13 Sep 2021