Unified Language Model Pre-training for Natural Language Understanding and Generation

8 May 2019

Xiaodong Liu

Papers citing "Unified Language Model Pre-training for Natural Language Understanding and Generation"

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Title
Unsupervised Multi-hop Question Answering by Question Generation Liangming Pan Wenhu Chen Wenhan Xiong Min-Yen Kan William Yang Wang 18 57 0 23 Oct 2020
Generating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation Yunpeng Ren Ziao Wang Yiyuan Wang Xiaofeng Zhang 8 9 0 23 Oct 2020
ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding Dongling Xiao Yukun Li Han Zhang Yu Sun Hao Tian Hua-Hong Wu Haifeng Wang 11 38 0 23 Oct 2020
Stronger Transformers for Neural Multi-Hop Question Generation Devendra Singh Sachan Lingfei Wu Mrinmaya Sachan William L. Hamilton 6 8 0 22 Oct 2020
A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation Yan Zeng J. Nie 9 5 0 21 Oct 2020
ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences Soumya Suvra Ghosal P. Deepak Anna Jurek-Loughrey 9 2 0 21 Oct 2020
Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization Tiezheng Yu Dan Su Wenliang Dai Pascale Fung 22 5 0 19 Oct 2020
Multi-hop Question Generation with Graph Convolutional Network Dan Su Yan Xu Wenliang Dai Ziwei Ji Tiezheng Yu Pascale Fung 18 39 0 19 Oct 2020
Mixed-Lingual Pre-training for Cross-lingual Summarization Ruochen Xu Chenguang Zhu Yu Shi Michael Zeng Xuedong Huang 11 25 0 18 Oct 2020
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models Xueliang Zhao Wei Yu Wu Can Xu Chongyang Tao Dongyan Zhao Rui Yan 175 191 0 17 Oct 2020
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers Shusheng Xu Xingxing Zhang Yi Wu Furu Wei Ming Zhou 57 43 0 16 Oct 2020
Positioning yourself in the maze of Neural Text Generation: A Task-Agnostic Survey Khyathi Raghavi Chandu A. Black 18 0 0 14 Oct 2020
Re-evaluating Evaluation in Text Summarization Manik Bhandari Pranav Narayan Gour A. Ashfaq Pengfei Liu Graham Neubig 6 175 0 14 Oct 2020
Sensitivity of BLANC to human-scored qualities of text summaries Oleg V. Vasilyev Vedant Dharnidharka Nicholas Egan Charlene Chambliss John Bohannon 15 7 0 13 Oct 2020
Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations Tianqiao Liu Qian Fang Wenbiao Ding Hang Li Zhongqin Wu Zitao Liu 6 27 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 32 69 0 13 Oct 2020
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model Ming Zheng Dinghan Shen Yelong Shen Weizhu Chen Lin Xiao SSL 8 4 0 12 Oct 2020
Evaluating Factuality in Generation with Dependency-level Entailment Tanya Goyal Greg Durrett 8 146 0 12 Oct 2020
A BERT-based Distractor Generation Scheme with Multi-tasking and Negative Answer Training Strategies Ho-Lam Chung Ying-Hong Chan Yao-Chung Fan 31 41 0 12 Oct 2020
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP) Qingyu Chen Robert Leaman Alexis Allot Ling Luo Chih-Hsuan Wei Shankai Yan Zhiyong Lu 12 37 0 09 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng-Long Jiang 8 277 0 09 Oct 2020
Learning to Fuse Sentences with Transformers for Summarization Logan Lebanoff Franck Dernoncourt Doo Soon Kim Lidan Wang W. Chang Fei Liu 11 22 0 08 Oct 2020
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding Qile Zhu Haidar Khan Saleh Soltan Stephen Rawls Wael Hamza 8 24 0 08 Oct 2020
Cross-Thought for Sentence Encoder Pre-training Shuohang Wang Yuwei Fang S. Sun Zhe Gan Yu Cheng Jing Jiang Jingjing Liu LRM 24 19 0 07 Oct 2020
TeaForN: Teacher-Forcing with N-grams Sebastian Goodman Nan Ding Radu Soricut 6 19 0 07 Oct 2020
Toward Stance-based Personas for Opinionated Dialogues Thomas Scialom Serra Sinem Tekiroğlu Jacopo Staiano Marco Guerini 8 9 0 07 Oct 2020
Program Enhanced Fact Verification with Verbalization and Graph Attention Network Xiaoyu Yang Feng Nie Yufei Feng Quan Liu Zhigang Chen Xiao-Dan Zhu 8 52 0 06 Oct 2020
Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation Minki Kang Moonsu Han Sung Ju Hwang OOD 6 17 0 06 Oct 2020
PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation Xinyu Hua Lu Wang 11 55 0 05 Oct 2020
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding Yu-An Chung Chenguang Zhu Michael Zeng VLM 6 8 0 05 Oct 2020
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading Yifan Gao Chien-Sheng Wu Jingjing Li Shafiq R. Joty S. Hoi Caiming Xiong Irwin King M. Lyu FedML 10 51 0 05 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan M. Zhou 6 37 0 04 Oct 2020
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter Kun Xu Haochen Tan Linfeng Song Han Wu Haisong Zhang Linqi Song Dong Yu KELM OffRL 6 27 0 03 Oct 2020
Sequence-to-Sequence Learning for Indonesian Automatic Question Generator Ferdiant Joshua Muis Ayu Purwarianti 10 16 0 29 Sep 2020
Graph-based Multi-hop Reasoning for Long Text Generation Liang Zhao Jingjing Xu Junyang Lin Yichang Zhang Hongxia Yang Xu Sun LRM 6 9 0 28 Sep 2020
Hierarchical Deep Multi-modal Network for Medical Visual Question Answering D. Gupta S. Suman Asif Ekbal 11 60 0 27 Sep 2020
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning Ye Liu Yao Wan Lifang He Hao Peng Philip S. Yu 17 188 0 26 Sep 2020
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems Zhaojiang Lin Andrea Madotto Genta Indra Winata Pascale Fung 27 172 0 25 Sep 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers Jaemin Cho Jiasen Lu Dustin Schwenk Hannaneh Hajishirzi Aniruddha Kembhavi VLM MLLM 12 102 0 23 Sep 2020
Composed Variational Natural Language Generation for Few-shot Intents Congying Xia Caiming Xiong Philip Yu R. Socher VLM DRL 11 31 0 21 Sep 2020
End-to-End Neural Event Coreference Resolution Yaojie Lu Hongyu Lin Jialong Tang Xianpei Han Le Sun 14 34 0 17 Sep 2020
Multi-modal Summarization for Video-containing Documents Xiyan Fu Jun Wang Zhenglu Yang 18 23 0 17 Sep 2020
Augmented Natural Language for Generative Sequence Labeling Ben Athiwaratkun Cicero Nogueira dos Santos Jason Krone Bing Xiang VLM 6 59 0 15 Sep 2020
Autoregressive Knowledge Distillation through Imitation Learning Alexander Lin Jeremy Wohlwend Howard Chen Tao Lei 31 37 0 15 Sep 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 13 12 0 15 Sep 2020
Contrastive Triple Extraction with Generative Transformer Hongbin Ye Ningyu Zhang Shumin Deng Mosha Chen Chuanqi Tan Fei Huang Huajun Chen 17 127 0 14 Sep 2020
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie 22 12 0 12 Sep 2020
Accelerating Real-Time Question Answering via Question Generation Yuwei Fang Shuohang Wang Zhe Gan S. Sun Jingjing Liu Chenguang Zhu OnRL 10 16 0 10 Sep 2020
Robust Conversational AI with Grounded Text Generation Jianfeng Gao Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden H. Shum 7 21 0 07 Sep 2020
Learning to summarize from human feedback Nisan Stiennon Long Ouyang Jeff Wu Daniel M. Ziegler Ryan J. Lowe Chelsea Voss Alec Radford Dario Amodei Paul Christiano ALM 9 1,955 0 02 Sep 2020