BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

29 October 2019

Luke Zettlemoyer

Papers citing "BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension"

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Domain-matched Pre-training Tasks for Dense Retrieval Barlas Oğuz Kushal Lakhotia Anchit Gupta Patrick Lewis Vladimir Karpukhin ... Xilun Chen Sebastian Riedel Wen-tau Yih Sonal Gupta Yashar Mehdad RALM 21 66 0 28 Jul 2021
An Evaluation of Generative Pre-Training Model-based Therapy Chatbot for Caregivers Lu Wang Munif Ishad Mujib Jake Williams G. Demiris Jina Huh-Yoo AI4MH 17 32 0 28 Jul 2021
The USYD-JD Speech Translation System for IWSLT 2021 Liang Ding Di Wu Dacheng Tao 19 16 0 24 Jul 2021
Spinning Sequence-to-Sequence Models with Meta-Backdoors Eugene Bagdasaryan Vitaly Shmatikov SILM AAML 33 8 0 22 Jul 2021
TAPEX: Table Pre-training via Learning a Neural SQL Executor Qian Liu Bei Chen Jiaqi Guo Morteza Ziyadi Zeqi Lin Weizhu Chen Jian-Guang Lou LMTD 8 258 0 16 Jul 2021
A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation Hang Li Yunxing Kang Y. Hao Wenbiao Ding Zhongqin Wu Zitao Liu 23 4 0 15 Jul 2021
A Survey on Low-Resource Neural Machine Translation Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 33 58 0 09 Jul 2021
On Training Instance Selection for Few-Shot Neural Text Generation Ernie Chang Xiaoyu Shen Hui-Syuan Yeh Vera Demberg 9 40 0 07 Jul 2021
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning Maxwell Nye Michael Henry Tessler J. Tenenbaum Brenden Lake 29 117 0 06 Jul 2021
FaVIQ: FAct Verification from Information-seeking Questions Jungsoo Park Sewon Min Jaewoo Kang Luke Zettlemoyer Hannaneh Hajishirzi HILM 32 37 0 05 Jul 2021
An Investigation of the (In)effectiveness of Counterfactually Augmented Data Nitish Joshi He He OODD 19 46 0 01 Jul 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman OffRL 8 33 0 01 Jul 2021
SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption Dara Bahri Heinrich Jiang Yi Tay Donald Metzler SSL 17 162 0 29 Jun 2021
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder Oana-Maria Camburu Thomas Lukasiewicz Julian McAuley 13 35 0 25 Jun 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 6 801 0 22 Jun 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 16 26 0 21 Jun 2021
Explicit Interaction Network for Aspect Sentiment Triplet Extraction Peiyi Wang Tianyu Liu Damai Dai Runxin Xu Baobao Chang Zhifang Sui 13 4 0 21 Jun 2021
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs Pei Ke Haozhe Ji Yuanyuan Ran Xin Cui Liwei Wang Linfeng Song Xiaoyan Zhu Minlie Huang 42 95 0 19 Jun 2021
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation Xiang Lin Simeng Han Shafiq R. Joty 12 24 0 14 Jun 2021
Automatic Document Sketching: Generating Drafts from Analogous Texts Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Bill Dolan 38 5 0 14 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 24 807 0 14 Jun 2021
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL Zhi Chen Lu Chen Hanqi Li Ruisheng Cao Da Ma Mengyue Wu Kai Yu 28 18 0 04 Jun 2021
ERNIE-Tiny : A Progressive Distillation Framework for Pretrained Transformer Compression Weiyue Su Xuyi Chen Shi Feng Jiaxiang Liu Weixin Liu Yu Sun Hao Tian Hua-Hong Wu Haifeng Wang 21 13 0 04 Jun 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Alexander R. Fabbri Faiaz Rahman Imad Rizvi Borui Wang Haoran Li Yashar Mehdad Dragomir R. Radev 14 60 0 01 Jun 2021
DepressionNet: A Novel Summarization Boosted Deep Framework for Depression Detection on Social Media Hamad Zogan Imran Razzak Shoaib Jameel Guandong Xu 6 57 0 23 May 2021
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer Huiyuan Lai Antonio Toral Malvina Nissim 27 56 0 14 May 2021
The Summary Loop: Learning to Write Abstractive Summaries Without Examples Philippe Laban Andrew Hsi Bloomberg John F. Canny Marti A. Hearst 9 56 0 11 May 2021
Poolingformer: Long Document Modeling with Pooling Attention Hang Zhang Yeyun Gong Yelong Shen Weisheng Li Jiancheng Lv Nan Duan Weizhu Chen 29 98 0 10 May 2021
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning Pan Lu Ran Gong Shibiao Jiang Liang Qiu Siyuan Huang Xiaodan Liang Song-Chun Zhu AIMat LRM 13 207 0 10 May 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 22 796 0 07 May 2021
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers Pradeep Dasigi Kyle Lo Iz Beltagy Arman Cohan Noah A. Smith Matt Gardner RALM 6 276 0 07 May 2021
Rethinking Search: Making Domain Experts out of Dilettantes Donald Metzler Yi Tay Dara Bahri Marc Najork LRM 22 46 0 05 May 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 185 79 0 30 Apr 2021
The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey Yi-Chong Huang Xiachong Feng Xiaocheng Feng Bing Qin HILM 128 104 0 30 Apr 2021
Entailment as Few-Shot Learner Sinong Wang Han Fang Madian Khabsa Hanzi Mao Hao Ma 30 183 0 29 Apr 2021
AMR Parsing with Action-Pointer Transformer Jiawei Zhou Tahira Naseem Ramón Fernández Astudillo Radu Florian 38 44 0 29 Apr 2021
Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes Han-Chin Shing Chaitanya P. Shivade Nima Pourdamghani Feng Nan Philip Resnik Douglas W. Oard Parminder Bhatia 52 24 0 27 Apr 2021
Generating abstractive summaries of Lithuanian news articles using a transformer model Lukas Stankevicius M. Lukoševičius 16 2 0 23 Apr 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 37 14 0 23 Apr 2021
Efficient Retrieval Optimized Multi-task Learning He Fun S. Gandhi Sujith Ravi RALM 11 6 0 20 Apr 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection Sihao Chen Fan Zhang Kazoo Sone Dan Roth HILM 29 104 0 19 Apr 2021
Question Decomposition with Dependency Graphs Matan Hasson Jonathan Berant GNN 14 9 0 17 Apr 2021
Learning to Reason for Text Generation from Scientific Tables N. Moosavi Andreas Rucklé Dan Roth Iryna Gurevych LMTD LRM 16 20 0 16 Apr 2021
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 22 471 0 16 Apr 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce Song Xu Haoran Li Peng Yuan Yujia Wang Youzheng Wu Xiaodong He Ying Liu Bowen Zhou KELM 14 24 0 14 Apr 2021
NAREOR: The Narrative Reordering Problem Varun Gangal Steven Y. Feng Malihe Alikhani Teruko Mitamura Eduard H. Hovy 20 26 0 14 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 22 51 0 12 Apr 2021
Annotating and Modeling Fine-grained Factuality in Summarization Tanya Goyal Greg Durrett HILM 11 153 0 09 Apr 2021
Nutribullets Hybrid: Multi-document Health Summarization Darsh J. Shah L. Yu Tao Lei Regina Barzilay 33 3 0 08 Apr 2021
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures Sushant Singh A. Mahmood AI4TS 55 92 0 23 Mar 2021