Title
FinQA: A Dataset of Numerical Reasoning over Financial Data Zhiyu Chen Wenhu Chen Charese Smiley Sameena Shah Iana Borova ... Reema N Moussa Matthew I. Beane Ting-Hao 'Kenneth' Huang Bryan R. Routledge Wenjie Wang AIMat 42 302 0 01 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 86 0 15 Aug 2021
Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL Junyang Huang Yongbo Wang Yongliang Wang Yang Dong Yanghua Xiao NAI 22 15 0 02 Aug 2021
Logic-Consistency Text Generation from Semantic Parses Chang Shu Yusen Zhang Xiangyu Dong Peng Shi Tao Yu Rui Zhang 30 34 0 02 Aug 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 41 260 0 16 Jul 2021
Can Deep Neural Networks Predict Data Correlations from Column Names? Immanuel Trummer 22 8 0 09 Jul 2021
Error-Aware Interactive Semantic Parsing of OpenStreetMap Michael Staniek Stefan Riezler 29 3 0 22 Jun 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers Chia-Hsuan Lee Oleksandr Polozov Matthew Richardson LMTD RALM 28 86 0 22 Jun 2021
Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation Gabriel Orlanski Alex Gittens 29 20 0 08 Jun 2021
CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question Answering FeiFei Pan Mustafa Canim Michael R. Glass A. Gliozzo Peter Fox VLM LMTD 24 26 0 08 Jun 2021
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL Zhi Chen Lu Chen Hanqi Li Ruisheng Cao Da Ma Mengyue Wu Kai Yu 43 18 0 04 Jun 2021
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations Ruisheng Cao Lu Chen Zhi Chen Yanbin Zhao Su Zhu Kai Yu 22 159 0 02 Jun 2021
Episodic Transformer for Vision-and-Language Navigation Alexander Pashevich Cordelia Schmid Chen Sun LM&Ro 45 194 0 13 May 2021
Toward Code Generation: A Survey and Lessons from Semantic Parsing Celine Lee Justin Emile Gottschlich Dan Roth Intel Labs 3DV 35 15 0 26 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 228 180 0 18 Apr 2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases Rajarshi Das Manzil Zaheer Dung Ngoc Thai Ameya Godbole Ethan Perez Jay Yoon Lee Lizhen Tan L. Polymenakos Andrew McCallum 36 163 0 18 Apr 2021
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations Jonathan Herzig Peter Shaw Ming-Wei Chang Kelvin Guu Panupong Pasupat Yuan Zhang AI4CE 30 67 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 35 54 0 13 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 31 144 0 01 Apr 2021
Open Domain Question Answering over Tables via Dense Retrieval Jonathan Herzig Thomas Müller Syrine Krichene Julian Martin Eisenschlos LMTD VLM RALM 50 101 0 22 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 37 38 0 07 Mar 2021
Few-Shot Semantic Parsing for New Predicates Zhuang Li Lizhen Qu Shuo Huang Gholamreza Haffari NAI 28 9 0 26 Jan 2021
DBTagger: Multi-Task Learning for Keyword Mapping in NLIDBs Using Bi-Directional Recurrent Neural Networks Arif Usta Akifhan Karakayali Özgür Ulusoy 42 9 0 11 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 24 69 0 30 Dec 2020
MT-Teql: Evaluating and Augmenting Consistency of Text-to-SQL Models with Metamorphic Testing Pingchuan Ma Shuai Wang 18 2 0 21 Dec 2020
Mention Extraction and Linking for SQL Query Generation Jianqiang Ma Zeyu Yan Shuai Pang Yang Zhang Jianping Shen 42 29 0 18 Dec 2020
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing Runze Wang Zhenhua Ling Jing-Bo Zhou Yu Hu 32 24 0 09 Dec 2020
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation Yitao Cai Xiaojun Wan 40 40 0 11 Nov 2020
Context Dependent Semantic Parsing: A Survey Zhuang Li Lizhen Qu Gholamreza Haffari 18 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 23 152 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 25 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 27 184 0 24 Oct 2020
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 138 150 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 37 78 0 21 Oct 2020
DuoRAT: Towards Simpler Text-to-SQL Models Torsten Scholak Raymond Li Dzmitry Bahdanau H. D. Vries C. Pal AI4TS 35 27 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 31 194 0 20 Oct 2020
ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries Karthik Radhakrishnan A. Srikantan Xi Lin 29 4 0 19 Oct 2020
Knowledge Graph-based Question Answering with Electronic Health Records Junwoo Park Youngwoo Cho Haneol Lee Jaegul Choo Edward Choi 40 33 0 19 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 26 52 0 06 Oct 2020
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese A. Nguyen M. Dao Dat Quoc Nguyen 16 54 0 05 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 40 248 0 29 Sep 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 41 99 0 16 Sep 2020
Photon: A Robust Cross-Domain Text-to-SQL System Jichuan Zeng Xi Lin Caiming Xiong R. Socher M. Lyu Irwin King Guosheng Lin 44 52 0 30 Jul 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 26 113 0 17 Jul 2020
Quda: Natural Language Queries for Visual Data Analytics Siwei Fu Kai Xiong Xiaodong Ge Siliang Tang Wei Chen Yingcai Wu 14 26 0 07 May 2020
Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback Ahmed Elgohary Saghar Hosseini Ahmed Hassan Awadallah 25 67 0 05 May 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data Wenhu Chen Hanwen Zha Zhiyu Zoey Chen Wenhan Xiong Hong Wang Wenjie Wang 38 294 0 15 Apr 2020
RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases Donghyun Choi M. Shin EungGyun Kim Dong Ryeol Shin 33 123 0 07 Apr 2020
A Pilot Study for Chinese SQL Semantic Parsing Qingkai Min Yu Shi Yue Zhang 29 56 0 29 Sep 2019
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions Rui Zhang Tao Yu H. Er Sungrok Shim Eric Xue Xi Lin Tianze Shi Caiming Xiong R. Socher Dragomir R. Radev 30 146 0 02 Sep 2019