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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
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal Mousumi Akter Shubhra (Santu) Karmaker 80 0 0 14 Jan 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 175 151 0 14 Jan 2022
Assemble Foundation Models for Automatic Code Summarization Jian Gu P. Salza H. Gall 98 36 0 13 Jan 2022
Beyond modeling: NLP Pipeline for efficient environmental policy analysis J. Planas Daniel Firebanks-Quevedo G. Naydenova Ramansh Sharma Cristina Taylor Kathleen Buckingham Rong Fang 22 4 0 08 Jan 2022
Progressive Video Summarization via Multimodal Self-supervised Learning Haopeng Li Qiuhong Ke Mingming Gong Tom Drummond AI4TS 75 19 0 07 Jan 2022
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis L. Ein-Dor Ilya Shnayderman Artem Spector Lena Dankin R. Aharonov Noam Slonim 79 8 0 06 Jan 2022
New Methods & Metrics for LFQA tasks Suchismit Mahapatra V. Blagojević P. Bertorello Prasanna Kumar 67 2 0 26 Dec 2021
A Survey of Natural Language Generation Chenhe Dong Hai-Tao Zheng Haifan Gong Mengzhao Chen Junxin Li Ying Shen Min Yang 3DV 85 45 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
May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation Sanghyuk Choi J. Hwang Hyungjong Noh Yeonsoo Lee 47 3 0 20 Dec 2021
Sharpness-Aware Minimization with Dynamic Reweighting Wenxuan Zhou Fangyu Liu Huan Zhang Muhao Chen AAML 64 8 0 16 Dec 2021
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning Xiangru Tang Arjun Nair Borui Wang Bingyao Wang Jai Desai Aaron Wade Haoran Li Asli Celikyilmaz Yashar Mehdad Dragomir R. Radev HILM 59 63 0 16 Dec 2021
Learning Rich Representation of Keyphrases from Text Mayank Kulkarni Debanjan Mahata Ravneet Arora Rajarshi Bhowmik VLM 76 68 0 16 Dec 2021
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Alexander R. Fabbri Chien-Sheng Wu Wenhao Liu Caiming Xiong HILM 110 219 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 92 318 0 15 Dec 2021
Exploring Neural Models for Query-Focused Summarization Jesse Vig Alexander R. Fabbri Wojciech Kry'sciñski Chien-Sheng Wu Wenhao Liu AI4TS 97 48 0 14 Dec 2021
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing Shailza Jolly Pepa Atanasova Isabelle Augenstein 87 15 0 13 Dec 2021
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 67 6 0 10 Dec 2021
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 106 84 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 97 40 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 121 25 0 07 Dec 2021
Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation Thong Nguyen Anh Tuan Luu 128 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 60 17 0 02 Dec 2021
True Few-Shot Learning with Prompts -- A Real-World Perspective Timo Schick Hinrich Schütze VLM 113 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 71 102 0 24 Nov 2021
Triple Classification for Scholarly Knowledge Graph Completion M. Y. Jaradeh Kuldeep Singh M. Stocker Sören Auer 82 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 109 398 0 18 Nov 2021
Attention-based Multi-hypothesis Fusion for Speech Summarization Takatomo Kano A. Ogawa Marc Delcroix Shinji Watanabe 56 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 29 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 Leilei Gan HILM 47 5 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 76 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 91 69 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 61 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 80 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 63 27 0 20 Oct 2021
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Wen Xiao Iz Beltagy Giuseppe Carenini Arman Cohan CVBM 140 119 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 102 91 0 16 Oct 2021
Unsupervised Natural Language Inference Using PHL Triplet Generation Neeraj Varshney Pratyay Banerjee Tejas Gokhale Chitta Baral 78 9 0 16 Oct 2021
Training Dynamics for Text Summarization Models Tanya Goyal Jiacheng Xu Junjie Li Greg Durrett 135 32 0 15 Oct 2021
Control Prefixes for Parameter-Efficient Text Generation Jordan Clive Kris Cao Marek Rei 125 32 0 15 Oct 2021
ASPECTNEWS: Aspect-Oriented Summarization of News Documents Ojas Ahuja Jiacheng Xu A. Gupta Kevin Horecka Greg Durrett 104 46 0 15 Oct 2021
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 76 37 0 15 Oct 2021
MixQG: Neural Question Generation with Mixed Answer Types Lidiya Murakhovs'ka Chien-Sheng Wu Philippe Laban Tong Niu Wenhao Liu Caiming Xiong 86 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 103 57 0 15 Oct 2021
End-to-End Segmentation-based News Summarization Yang Liu Chenguang Zhu Michael Zeng VLM 112 28 0 15 Oct 2021
Modeling Endorsement for Multi-Document Abstractive Summarization Logan Lebanoff Bingqing Wang Z. Feng Fei Liu 343 4 0 15 Oct 2021
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 164 180 0 14 Oct 2021
Comparative Opinion Summarization via Collaborative Decoding Hayate Iso Xiaolan Wang Stefanos Angelidis Yoshihiko Suhara 88 25 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 175 37 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 76 59 0 13 Oct 2021