Title
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations Jonathan Herzig Peter Shaw Ming-Wei Chang Kelvin Guu Panupong Pasupat Yuan Zhang AI4CE 76 69 0 15 Apr 2021
ExplainaBoard: An Explainable Leaderboard for NLP Pengfei Liu Jinlan Fu Yanghua Xiao Weizhe Yuan Shuaichen Chang Junqi Dai Yixin Liu Zihuiwen Ye Zi-Yi Dou Graham Neubig XAI LRM ELM 87 55 0 13 Apr 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 92 599 0 13 Apr 2021
Learning to Synthesize Data for Semantic Parsing Bailin Wang Wenpeng Yin Xi Lin Caiming Xiong 68 51 0 12 Apr 2021
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser Zhi Chen Lu Chen Yanbin Zhao Ruisheng Cao Zihan Xu Su Zhu Kai Yu 129 55 0 10 Apr 2021
Incorporating External Knowledge to Enhance Tabular Reasoning J. Neeraja Vivek Gupta Vivek Srikumar LMTD 48 39 0 09 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 158 167 0 01 Apr 2021
NL-EDIT: Correcting semantic parse errors through natural language interaction Ahmed Elgohary Christopher Meek Matthew Richardson Adam Fourney Gonzalo A. Ramos Ahmed Hassan Awadallah KELM 70 46 0 26 Mar 2021
Open Domain Question Answering over Tables via Dense Retrieval Jonathan Herzig Thomas Müller Syrine Krichene Julian Martin Eisenschlos LMTD VLM RALM 99 105 0 22 Mar 2021
Self-supervised Text-to-SQL Learning with Header Alignment Training Donggyu Kim Seanie Lee SSL LMTD 37 1 0 11 Mar 2021
Improving Text-to-SQL with Schema Dependency Learning Binyuan Hui Xiang Shi Ruiying Geng Binhua Li Yongbin Li Jian Sun Xiao-Dan Zhu 91 40 0 07 Mar 2021
NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands Mayank Agarwal Tathagata Chakraborti Quchen Fu David Gros Xi Lin Jaron Maene Kartik Talamadupula Zhongwei Teng Jules White 60 15 0 03 Mar 2021
Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing Kun Wu Lijie Wang Zhenghua Li Ao Zhang Xinyan Xiao Hua Wu Min Zhang Haifeng Wang 62 35 0 03 Mar 2021
Semantic Parsing to Manipulate Relational Database For a Management System M. Mushtaq 29 0 0 18 Feb 2021
An Investigation Between Schema Linking and Text-to-SQL Performance Yasufumi Taniguchi H. Nakayama Takahiro Kubo Jun Suzuki 35 6 0 03 Feb 2021
Few-Shot Semantic Parsing for New Predicates Zhuang Li Zhuang Li Shuo Huang Gholamreza Haffari NAI 76 9 0 26 Jan 2021
GP: Context-free Grammar Pre-training for Text-to-SQL Parsers Liang Zhao Hexin Cao Yunsong Zhao AI4CE 63 11 0 25 Jan 2021
DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural Networks Arif Usta Akifhan Karakayali Özgür Ulusoy 85 9 0 11 Jan 2021
Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Binyuan Hui Ruiying Geng Qiyu Ren Binhua Li Yongbin Li Jian Sun Fei Huang Luo Si Pengfei Zhu Xiao-Dan Zhu 98 19 0 05 Jan 2021
Optimizing Deeper Transformers on Small Datasets Peng Xu Dhruv Kumar Wei Yang Wenjie Zi Keyi Tang Chenyang Huang Jackie C.K. Cheung S. Prince Yanshuai Cao AI4CE 113 69 0 30 Dec 2020
Joint Verification and Reranking for Open Fact Checking Over Tables Michael Schlichtkrull Vladimir Karpukhin Barlas Oğuz M. Lewis Wen-tau Yih Sebastian Riedel 75 25 0 30 Dec 2020
MT-Teql: Evaluating and Augmenting Consistency of Text-to-SQL Models with Metamorphic Testing Pingchuan Ma Shuai Wang 89 2 0 21 Dec 2020
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training Peng Shi Patrick Ng Zhiguo Wang Henghui Zhu Alexander Hanbo Li Jun Wang Cicero Nogueira dos Santos Bing Xiang 69 117 0 18 Dec 2020
Mention Extraction and Linking for SQL Query Generation Jianqiang Ma Zeyu Yan Shuai Pang Yang Zhang Jianping Shen 92 30 0 18 Dec 2020
Generation of complex database queries and API calls from natural language utterances Amol Kelkar Nachiketa Rajpurohit Utkarsh Mittal P. Relan 13 0 0 15 Dec 2020
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing Runze Wang Zhenhua Ling Jing-Bo Zhou Yu Hu 77 25 0 09 Dec 2020
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases Yu Gu Sue E. Kase M. Vanni Brian M. Sadler Percy Liang Xifeng Yan Yu-Chuan Su 141 215 0 16 Nov 2020
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation Yitao Cai Xiaojun Wan 78 40 0 11 Nov 2020
"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL Yuntao Li Bei Chen Qian Liu Yan Gao Jian-Guang Lou Yan Zhang Dongmei Zhang 60 16 0 09 Nov 2020
Context Dependent Semantic Parsing: A Survey Zhuang Li Zhuang Li Gholamreza Haffari 84 19 0 02 Nov 2020
Structure-Grounded Pretraining for Text-to-SQL Xiang Deng Ahmed Hassan Awadallah Christopher Meek Oleksandr Polozov Huan Sun Matthew Richardson LMTD 139 159 0 24 Oct 2020
Conversational Semantic Parsing for Dialog State Tracking Jianpeng Cheng Devang Agrawal Héctor Martínez Alonso Shruti Bhargava Joris Driesen ... Dhivya Piraviperumal Jason D. Williams Hong-ye Yu Diarmuid Ó Séaghdha Anders Johannsen 180 59 0 24 Oct 2020
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Peter Shaw Ming-Wei Chang Panupong Pasupat Kristina Toutanova CoGe 87 187 0 24 Oct 2020
Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL Yusen Zhang Xiangyu Dong Shuaichen Chang Tao Yu Peng Shi Rui Zhang OOD 96 15 0 23 Oct 2020
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 209 150 0 23 Oct 2020
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 77 80 0 21 Oct 2020
DuoRAT: Towards Simpler Text-to-SQL Models Torsten Scholak Raymond Li Dzmitry Bahdanau H. D. Vries C. Pal AI4TS 102 28 0 21 Oct 2020
TUTA: Tree-based Transformers for Generally Structured Table Pre-training Zhiruo Wang Haoyu Dong Ran Jia Jia Li Zhiyi Fu Shi Han Dongmei Zhang LMTD 95 147 0 21 Oct 2020
Open Question Answering over Tables and Text Wenhu Chen Ming-Wei Chang Eva Schlinger Wenjie Wang William W. Cohen LMTD RALM 112 202 0 20 Oct 2020
ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries Karthik Radhakrishnan A. Srikantan Xi Lin 44 4 0 19 Oct 2020
Knowledge Graph-based Question Answering with Electronic Health Records Junwoo Park Youngwoo Cho Haneol Lee Jaegul Choo Edward Choi 95 35 0 19 Oct 2020
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation M. Moradshahi Giovanni Campagna Sina J. Semnani Silei Xu M. Lam 26 1 0 10 Oct 2020
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data Silei Xu Sina J. Semnani Giovanni Campagna M. Lam 81 52 0 09 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 156 52 0 06 Oct 2020
Semantic Evaluation for Text-to-SQL with Distilled Test Suites Ruiqi Zhong Tao Yu Dan Klein 67 135 0 06 Oct 2020
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese A. Nguyen M. Dao Dat Quoc Nguyen 77 55 0 05 Oct 2020
A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing Sanxing Chen Aidan San Xiaodong Liu Yangfeng Ji 72 8 0 30 Sep 2020
Visually-Grounded Planning without Vision: Language Models Infer Detailed Plans from High-level Instructions Peter Alexander Jansen LM&Ro 69 52 0 29 Sep 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 109 256 0 29 Sep 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 92 100 0 16 Sep 2020