The Natural Language Decathlon: Multitask Learning as Question Answering

20 June 2018

Papers citing "The Natural Language Decathlon: Multitask Learning as Question Answering"

50 / 84 papers shown

Title
Unity RL Playground: A Versatile Reinforcement Learning Framework for Mobile Robots Linqi Ye Rankun Li Xiaowen Hu Jiayi Li Boyang Xing Yan Peng Bin Liang 111 0 0 07 Mar 2025
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 151 7 0 24 Oct 2024
TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation Ningyuan Sun Xuefeng Yang Yunfeng Liu LMTD 65 34 0 10 Jun 2020
Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information Seonhoon Kim Inho Kang Nojun Kwak 63 217 0 29 May 2018
Coarse-to-Fine Decoding for Neural Semantic Parsing Li Dong Mirella Lapata NAI 74 393 0 12 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 93 558 0 30 Apr 2018
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation Mengzhao Chen Orhan Firat Ankur Bapna Melvin Johnson Wolfgang Macherey ... Niki Parmar M. Schuster Zhifeng Chen Yonghui Wu Macduff Hughes AIMat 69 457 0 26 Apr 2018
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference Adam Poliak Yonatan Belinkov James R. Glass Benjamin Van Durme 42 41 0 25 Apr 2018
TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation Tao Yu Zifan Li Zilin Zhang Rui Zhang Dragomir R. Radev 62 258 0 25 Apr 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 102 1,095 0 23 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,196 0 20 Apr 2018
Multi-Reward Reinforced Summarization with Saliency and Entailment Ramakanth Pasunuru Joey Tianyi Zhou 61 201 0 17 Apr 2018
Natural Language to Structured Query Generation via Meta-Learning Po-Sen Huang Chenglong Wang Rishabh Singh Wen-tau Yih Xiaodong He 64 123 0 02 Mar 2018
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference Reza Ghaeini Sadid A. Hasan Vivek Datla Joey Liu Kathy Lee Ashequl Qadir Yuan Ling Aaditya (Adi) Prakash Xiaoli Z. Fern Oladimeji Farri 54 99 0 15 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 230 11,566 0 15 Feb 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen Dinesh Manocha Guodong Long Jing Jiang Sen Wang Chengqi Zhang AI4TS 101 144 0 31 Jan 2018
Universal Language Model Fine-tuning for Text Classification Jeremy Howard Sebastian Ruder VLM 65 276 0 18 Jan 2018
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 60 41 0 10 Dec 2017
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 64 198 0 10 Dec 2017
Distance-based Self-Attention Network for Natural Language Inference Jinbae Im Sungzoon Cho 79 76 0 06 Dec 2017
Deep Semantic Role Labeling with Self-Attention Zhixing Tan Mingxuan Wang Jun Xie Yidong Chen X. Shi 67 310 0 05 Dec 2017
FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension Hsin-Yuan Huang Chenguang Zhu Yelong Shen Weizhu Chen FedML 69 183 0 16 Nov 2017
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning Arun Mallya Svetlana Lazebnik CLL 107 1,307 0 15 Nov 2017
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering Caiming Xiong Victor Zhong R. Socher 71 109 0 31 Oct 2017
Phase Conductor on Multi-layered Attentions for Machine Comprehension R. Liu Wei Wei Weiguang Mao M. Chikina 71 22 0 28 Oct 2017
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 134 1,205 0 31 Aug 2017
Measuring Catastrophic Forgetting in Neural Networks Ronald Kemker Marc McClure Angelina Abitino Tyler L. Hayes Christopher Kanan CLL 118 721 0 07 Aug 2017
The University of Edinburgh's Neural MT Systems for WMT17 Rico Sennrich Alexandra Birch Anna Currey Ulrich Germann Barry Haddow Kenneth Heafield Antonio Valerio Miceli Barone Philip Williams MoE 84 182 0 02 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 121 909 0 01 Aug 2017
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension Boyuan Pan Hao Li Zhou Zhao Bin Cao Deng Cai Xiaofei He 88 84 0 28 Jul 2017
Learning to Compose Task-Specific Tree Structures Jihun Choi Kang Min Yoo Sang-goo Lee 71 189 0 10 Jul 2017
One Model To Learn Them All Lukasz Kaiser Aidan Gomez Noam M. Shazeer Ashish Vaswani Niki Parmar Llion Jones Jakob Uszkoreit VLM ViT 80 334 0 16 Jun 2017
Zero-Shot Relation Extraction via Reading Comprehension Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer ReLM 76 699 0 13 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 730 132,363 0 12 Jun 2017
Latent Multi-task Architecture Learning Sebastian Ruder Joachim Bingel Isabelle Augenstein Anders Søgaard CVBM 69 171 0 23 May 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 206 1,559 0 11 May 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 222 2,686 0 09 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 171 3,289 0 08 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 524 4,494 0 18 Apr 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 306 4,025 0 14 Apr 2017
Learning to Generate Reviews and Discovering Sentiment Alec Radford Rafal Jozefowicz Ilya Sutskever 99 510 0 05 Apr 2017
Overcoming Catastrophic Forgetting by Incremental Moment Matching Sang-Woo Lee Jin-Hwa Kim Jaehyun Jun Jung-Woo Ha Byoung-Tak Zhang CLL 72 679 0 24 Mar 2017
Making Neural QA as Simple as Possible but not Simpler Dirk Weissenborn Georg Wiese Laura Seiffe 85 210 0 14 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 827 11,943 0 09 Mar 2017
Bilateral Multi-Perspective Matching for Natural Language Sentences Zhiguo Wang Wael Hamza Radu Florian 90 804 0 13 Feb 2017
Question Answering through Transfer Learning from Large Fine-grained Supervision Data Sewon Min Minjoon Seo Hannaneh Hajishirzi RALM 62 120 0 07 Feb 2017
PathNet: Evolution Channels Gradient Descent in Super Neural Networks Chrisantha Fernando Dylan Banarse Charles Blundell Yori Zwols David R Ha Andrei A. Rusu Alexander Pritzel Daan Wierstra 75 881 0 30 Jan 2017
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling Diego Marcheggiani Anton Frolov Ivan Titov 92 111 0 10 Jan 2017
Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization Jun Suzuki Masaaki Nagata 84 77 0 31 Dec 2016
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 374 7,561 0 02 Dec 2016