Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision

31 October 2016

Papers citing "Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision"

38 / 88 papers shown

Title
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch Esteban Real Chen Liang David R. So Quoc V. Le 39 220 0 06 Mar 2020
Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement Benjamin Eysenbach Xinyang Geng Sergey Levine Ruslan Salakhutdinov OffRL 18 86 0 25 Feb 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base William W. Cohen Haitian Sun R. A. Hofer M. Siegler 30 61 0 14 Feb 2020
Faster and Safer Training by Embedding High-Level Knowledge into Deep Reinforcement Learning Haodi Zhang Zihang Gao Yi Zhou Haotong Zhang Kaishun Wu Fangzhen Lin AI4CE 27 17 0 22 Oct 2019
Multi-Resolution Weak Supervision for Sequential Data Frederic Sala P. Varma Jason Alan Fries Daniel Y. Fu Shiori Sagawa ... A. Ramamoorthy K. Xiao Kayvon Fatahalian J. Priest Christopher Ré NoLa 14 28 0 21 Oct 2019
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base Tao Shen Xiubo Geng Tao Qin Daya Guo Duyu Tang Nan Duan Guodong Long Daxin Jiang 33 81 0 11 Oct 2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer 12 162 0 11 Sep 2019
A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li AIMat LRM 32 90 0 15 Aug 2019
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System Ye Liu Chenwei Zhang Xiaohui Yan Yi-Ju Chang Philip S. Yu 30 18 0 13 Aug 2019
Semantic Parsing with Dual Learning Ruisheng Cao Su Zhu Chen Liu Jieyu Li Kai Yu 14 62 0 10 Jul 2019
Unified Semantic Parsing with Weak Supervision Priyanka Agrawal Parag Jain Ayushi Dalmia Abhishek Bansal Ashish R. Mittal Karthik Sankaranarayanan 36 10 0 12 Jun 2019
Neural Consciousness Flow Xiaoran Xu Wei Feng Zhiqing Sun Zhihong Deng GNN AI4CE 27 2 0 30 May 2019
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases Yu Chen Lingfei Wu Mohammed J Zaki KELM RALM 24 121 0 06 Mar 2019
Learning to Generalize from Sparse and Underspecified Rewards Rishabh Agarwal Chen Liang Dale Schuurmans Mohammad Norouzi OffRL 54 97 0 19 Feb 2019
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 46 670 0 21 Sep 2018
Learning to Generate Structured Queries from Natural Language with Indirect Supervision Ziwei Bai Bo Yu Bowen Wu Zhuoran Wang Baoxun Wang 18 3 0 10 Sep 2018
Weakly-supervised Neural Semantic Parsing with a Generative Ranker Jianpeng Cheng Mirella Lapata 33 17 0 23 Aug 2018
Troubling Trends in Machine Learning Scholarship Zachary Chase Lipton Jacob Steinhardt 29 288 0 09 Jul 2018
Neural Machine Translation for Query Construction and Composition Tommaso Soru Edgard Marx André Valdestilhas Diego Esteves Diego Moussallem G. Publio 14 22 0 27 Jun 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 33 102 0 20 Jun 2018
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning Julia Kreutzer Joshua Uyheng Stefan Riezler 28 85 0 27 May 2018
Learning Self-Imitating Diverse Policies Tanmay Gangwani Qiang Liu Jian Peng 27 65 0 25 May 2018
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples Dongyeop Kang Tushar Khot Ashish Sabharwal Eduard H. Hovy GAN 19 84 0 12 May 2018
Semantic Parsing with Syntax- and Table-Aware SQL Generation Yibo Sun Duyu Tang Nan Duan Jianshu Ji Guihong Cao Xiaocheng Feng Bing Qin Ting Liu M. Zhou 19 78 0 23 Apr 2018
Learning to Organize Knowledge and Answer Questions with N-Gram Machines Fan Yang Jiazhong Nie William W. Cohen Ni Lao NAI 35 3 0 17 Nov 2017
An Encoder-Decoder Framework Translating Natural Language to Database Queries Ruichu Cai Boyan Xu Xiaoyan Yang Zhenjie Zhang Zijian Li Zhihao Liang 3DV 35 67 0 16 Nov 2017
Weakly-supervised Semantic Parsing with Abstract Examples Omer Goldman Veronica Latcinnik Udi Naveh Amir Globerson Jonathan Berant NAI 29 70 0 14 Nov 2017
Variational Reasoning for Question Answering with Knowledge Graph Yuyu Zhang H. Dai Zornitsa Kozareva Alex Smola Le Song 31 467 0 12 Sep 2017
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 43 1,164 0 31 Aug 2017
Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems Wang Ling Dani Yogatama Chris Dyer Phil Blunsom AIMat 22 680 0 11 May 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan L. V. D. van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 23 541 0 10 May 2017
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Kelvin Guu Panupong Pasupat E. Liu Percy Liang 34 190 0 25 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 38 124 0 23 Apr 2017
Improved Neural Relation Detection for Knowledge Base Question Answering Mo Yu Wenpeng Yin K. Hasan Cicero Nogueira dos Santos Bing Xiang Bowen Zhou 25 293 0 20 Apr 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017
Coupling Distributed and Symbolic Execution for Natural Language Queries Lili Mou Zhengdong Lu Hang Li Zhi Jin NAI FedML 33 43 0 08 Dec 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,748 0 26 Sep 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 220 1,328 0 05 Jun 2016