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"

50 / 4,079 papers shown

Title
QuestEval: Summarization Asks for Fact-based Evaluation Thomas Scialom Paul-Alexis Dray Patrick Gallinari Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano Alex Jinpeng Wang HILM 11 266 0 23 Mar 2021
GPT Understands, Too Xiao Liu Yanan Zheng Zhengxiao Du Ming Ding Yujie Qian Zhilin Yang Jie Tang VLM 11 1,141 0 18 Mar 2021
Structural Adapters in Pretrained Language Models for AMR-to-text Generation Leonardo F. R. Ribeiro Yue Zhang Iryna Gurevych 33 69 0 16 Mar 2021
Inductive Relation Prediction by BERT H. Zha Zhiyu Zoey Chen Xifeng Yan 21 54 0 12 Mar 2021
Text Simplification by Tagging Kostiantyn Omelianchuk Vipul Raheja Oleksandr Skurzhanskyi 8 45 0 08 Mar 2021
Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data Tarek Naous Wissam Antoun Reem A. Mahmoud Hazem M. Hajj 28 18 0 07 Mar 2021
Measuring Mathematical Problem Solving With the MATH Dataset Dan Hendrycks Collin Burns Saurav Kadavath Akul Arora Steven Basart Eric Tang D. Song Jacob Steinhardt ReLM FaML 55 1,787 0 05 Mar 2021
Progressive Transformer-Based Generation of Radiology Reports Farhad Nooralahzadeh Nicolas Andres Perez Gonzalez T. Frauenfelder Koji Fujimoto Michael Krauthammer ViT MedIm 10 84 0 19 Feb 2021
Meta-Transfer Learning for Low-Resource Abstractive Summarization Yi-Syuan Chen Hong-Han Shuai CLL OffRL 37 38 0 18 Feb 2021
Open-Retrieval Conversational Machine Reading Yifan Gao Jingjing Li Chien-Sheng Wu M. Lyu Irwin King 40 17 0 17 Feb 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 114 35 0 17 Feb 2021
Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet M. O. Topal Anil Bas Imke van Heerden LLMAG AI4CE 14 88 0 16 Feb 2021
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages Baptiste Roziere Marie-Anne Lachaux Marc Szafraniec Guillaume Lample AI4CE 44 135 0 15 Feb 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers Shen Yan Kaiqiang Song Z. Feng Mi Zhang 20 24 0 14 Feb 2021
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations Haitian Sun Pat Verga Bhuwan Dhingra Ruslan Salakhutdinov William W. Cohen LRM 31 26 0 14 Feb 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 23 228 0 13 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Mohit Bansal MLLM 249 525 0 04 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 246 283 0 02 Feb 2021
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 30 63 0 22 Jan 2021
Open-Domain Conversational Search Assistant with Transformers Rafael Ferreira Mariana Leite David Semedo João Magalhães 11 11 0 20 Jan 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 245 671 0 06 Jan 2021
Learning to Generate Task-Specific Adapters from Task Description Qinyuan Ye Xiang Ren 107 29 0 02 Jan 2021
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation Yiran Xing Z. Shi Zhao Meng Gerhard Lakemeyer Yunpu Ma Roger Wattenhofer VLM 57 40 0 02 Jan 2021
Intent Classification and Slot Filling for Privacy Policies Wasi Uddin Ahmad Jianfeng Chi Tu Le Thomas B. Norton Yuan Tian Kai-Wei Chang 11 23 0 01 Jan 2021
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade Lei Li Yankai Lin Deli Chen Shuhuai Ren Peng Li Jie Zhou Xu Sun 24 51 0 29 Dec 2020
Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems Yunmo Chen Sixing Lu Fan Yang Xiaojiang Huang Xing Fan Chenlei Guo 14 3 0 21 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 211 138 0 08 Dec 2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation Ruibo Liu Guangxuan Xu Chenyan Jia Weicheng Ma Lili Wang Soroush Vosoughi 23 107 0 05 Dec 2020
GLGE: A New General Language Generation Evaluation Benchmark Dayiheng Liu Yu Yan Yeyun Gong Weizhen Qi Hang Zhang ... Jiancheng Lv Ruofei Zhang Winnie Wu Ming Zhou Nan Duan ELM 28 66 0 24 Nov 2020
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 31 194 0 05 Nov 2020
Topic-Centric Unsupervised Multi-Document Summarization of Scientific and News Articles Amanuel Alambo Cori Lohstroh Erik Madaus Swati Padhee Brandy Foster Tanvi Banerjee K. Thirunarayan M. Raymer 9 15 0 03 Nov 2020
Pre-trained Summarization Distillation Sam Shleifer Alexander M. Rush 11 98 0 24 Oct 2020
Multilingual Speech Translation with Efficient Finetuning of Pretrained Models Xian Li Changhan Wang Yun Tang C. Tran Yuqing Tang J. Pino Alexei Baevski Alexis Conneau Michael Auli 19 6 0 24 Oct 2020
Structure-Grounded Pretraining for Text-to-SQL Xiang Deng Ahmed Hassan Awadallah Christopher Meek Oleksandr Polozov Huan Sun Matthew Richardson LMTD 6 150 0 24 Oct 2020
Unsupervised Multi-hop Question Answering by Question Generation Liangming Pan Wenhu Chen Wenhan Xiong Min-Yen Kan William Yang Wang 29 57 0 23 Oct 2020
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 131 150 0 23 Oct 2020
A General Multi-Task Learning Framework to Leverage Text Data for Speech to Text Tasks Yun Tang J. Pino Changhan Wang Xutai Ma Dmitriy Genzel 18 73 0 21 Oct 2020
Multi-hop Question Generation with Graph Convolutional Network Dan Su Yan Xu Wenliang Dai Ziwei Ji Tiezheng Yu Pascale Fung 21 39 0 19 Oct 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach Yu Meng Yunyi Zhang Jiaxin Huang Chenyan Xiong Heng Ji Chao Zhang Jiawei Han VLM 43 75 0 14 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 214 607 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 12 24 0 11 Oct 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Xilun Chen Asish Ghoshal Yashar Mehdad Luke Zettlemoyer S. Gupta 14 89 0 07 Oct 2020
Beyond [CLS] through Ranking by Generation Cicero Nogueira dos Santos Xiaofei Ma Ramesh Nallapati Zhiheng Huang Bing Xiang RALM 16 30 0 06 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 22 662 0 02 Oct 2020
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Tao Yu Chien-Sheng Wu Xi Victoria Lin Bailin Wang Y. Tan Xinyi Yang Dragomir R. Radev R. Socher Caiming Xiong LMTD 8 247 0 29 Sep 2020
Conversational Semantic Parsing Armen Aghajanyan Jean Maillard Akshat Shrivastava K. Diedrick Mike Haeger ... Yashar Mehdad Ves Stoyanov Anuj Kumar M. Lewis S. Gupta 11 48 0 28 Sep 2020
Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen RALM 17 235 0 17 Sep 2020
Code-switching pre-training for neural machine translation Zhen Yang Bojie Hu Ambyera Han Shen Huang Qi Ju 19 71 0 17 Sep 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 15 950 0 15 Sep 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 20 12 0 15 Sep 2020