Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing

6 July 2018

Papers citing "Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing"

42 / 42 papers shown

Title
TabVer: Tabular Fact Verification with Natural Logic Rami Aly Andreas Vlachos LMTD 33 0 0 02 Nov 2024
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis Jipeng Han 39 0 0 02 Oct 2024
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 43 0 0 01 Oct 2024
StructGPT: A General Framework for Large Language Model to Reason over Structured Data Jinhao Jiang Kun Zhou Zican Dong Keming Ye Wayne Xin Zhao Ji-Rong Wen LRM LMTD RALM 50 262 0 16 May 2023
From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning Qian Liu Fan Zhou Zhengbao Jiang Longxu Dou Min Lin 18 17 0 17 Apr 2023
Mirror: A Natural Language Interface for Data Querying, Summarization, and Visualization Canwen Xu Julian McAuley Penghan Wang VLM 24 4 0 15 Mar 2023
Large Language Models are few(1)-shot Table Reasoners Wenhu Chen LMTD ReLM LRM 22 139 0 13 Oct 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 134 199 0 06 Oct 2022
Neural-Symbolic Recursive Machine for Systematic Generalization Qing Li Yixin Zhu Yitao Liang Ying Nian Wu Song-Chun Zhu Siyuan Huang NAI 40 9 0 04 Oct 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 52 42 0 12 Jul 2022
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering Zhengbao Jiang Yi Mao Pengcheng He Graham Neubig Weizhu Chen LMTD 21 37 0 08 Jul 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese Guosheng Lin SyDa ALM 135 241 0 05 Jul 2022
On The Ingredients of an Effective Zero-shot Semantic Parser Pengcheng Yin John Wieting Avirup Sil Graham Neubig 50 15 0 15 Oct 2021
Learning to Superoptimize Real-world Programs Alex Shypula Pengcheng Yin Jeremy Lacomis Claire Le Goues Edward N. Schwartz Graham Neubig NAI 118 10 0 28 Sep 2021
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining Zhoujun Cheng Haoyu Dong Ran Jia Pengfei Wu Shi Han Fan Cheng Dongmei Zhang AIMat ReLM LMTD LRM 29 27 0 15 Sep 2021
SPARQLing Database Queries from Intermediate Question Decompositions Irina Saparina A. Osokin 21 14 0 13 Sep 2021
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Zhoujun Cheng Haoyu Dong Zhiruo Wang Ran Jia Jiaqi Guo Yan Gao Shi Han Jian-Guang Lou Dongmei Zhang LMTD 21 84 0 15 Aug 2021
Improving exploration in policy gradient search: Application to symbolic optimization Mikel Landajuela Brenden K. Petersen S. K. Kim Claudio Santiago Ruben Glatt T. Nathan Mundhenk Jacob F. Pettit Daniel Faissol 19 16 0 19 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 39 259 0 16 Jul 2021
Enforcing Consistency in Weakly Supervised Semantic Parsing Nitish Gupta Sameer Singh Matt Gardner NAI 33 5 0 13 Jul 2021
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks Jinghui Qin Xiaodan Liang Yining Hong Jianheng Tang Liang Lin AIMat AAML 24 57 0 03 Jul 2021
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry Yannis Katsis Saneem A. Chemmengath Vishwajeet Kumar Samarth Bharadwaj Mustafa Canim ... A. Gliozzo FeiFei Pan Jaydeep Sen Karthik Sankaranarayanan Soumen Chakrabarti LMTD RALM 19 26 0 24 Jun 2021
Geographic Question Answering: Challenges, Uniqueness, Classification, and Future Directions Gengchen Mai K. Janowicz Rui Zhu Ling Cai Ni Lao 30 57 0 19 May 2021
TABBIE: Pretrained Representations of Tabular Data H. Iida Dung Ngoc Thai Varun Manjunatha Mohit Iyyer LMTD SSL VLM 25 170 0 06 May 2021
Storchastic: A Framework for General Stochastic Automatic Differentiation Emile van Krieken Jakub M. Tomczak A. T. Teije ODL OffRL 31 15 0 01 Apr 2021
FeTaQA: Free-form Table Question Answering Linyong Nan Chia-Hsuan Hsieh Ziming Mao Xi Lin Neha Verma ... Isabel Trindade Renusree Bandaru Jacob Cunningham Caiming Xiong Dragomir R. Radev LMTD 22 144 0 01 Apr 2021
TacticZero: Learning to Prove Theorems from Scratch with Deep Reinforcement Learning Minchao Wu Michael Norrish Christian J. Walder Amir Dezfouli 12 40 0 19 Feb 2021
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries Tianze Shi Chen Zhao Jordan L. Boyd-Graber Hal Daumé Lillian Lee 32 78 0 21 Oct 2020
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Tao Yu Chien-Sheng Wu Xi Lin Bailin Wang Y. Tan Xinyi Yang Dragomir R. Radev R. Socher Caiming Xiong LMTD 38 248 0 29 Sep 2020
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research Cody Watson Nathan Cooper David Nader-Palacio Kevin Moran Denys Poshyvanyk 26 111 0 14 Sep 2020
Biomedical Entity Representations with Synonym Marginalization Mujeen Sung Hwisang Jeon Jinhyuk Lee Jaewoo Kang 8 128 0 01 May 2020
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch Esteban Real Chen Liang David R. So Quoc V. Le 39 220 0 06 Mar 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
Estimating Gradients for Discrete Random Variables by Sampling without Replacement W. Kool H. V. Hoof Max Welling BDL 31 49 0 14 Feb 2020
A Discrete Hard EM Approach for Weakly Supervised Question Answering Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer 14 162 0 11 Sep 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 network gradient-based learning of black-box function interfaces Alon Jacovi Guy Hadash Einat Kermany Boaz Carmeli Ofer Lavi George Kour Jonathan Berant 18 13 0 13 Jan 2019
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
Learning Self-Imitating Diverse Policies Tanmay Gangwani Qiang Liu Jian Peng 27 65 0 25 May 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,330 0 05 Nov 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 718 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