IntEx-SemPar: Interactive and Executable Semantic Parsing

Online Workshop at EMNLP 2020, November 19, 2020

Congratulations to all of the authors, and thanks to all of our reviewers for their hard work! A draft proceedings is available here.

Accepted Papers

QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph
Saeedeh Shekarpour, Abhishek Nadgeri and Kuldeep Singh

Uncertainty and Traffic-Aware Active Learning for Semantic Parsing
Priyanka Sen and Emine Yilmaz

Improving Sequence-to-Sequence Semantic Parser for Task Oriented Dialog
Chaoting Xuan

Learning Adaptive Language Interfaces through Decomposition
Siddharth Karamcheti, Dorsa Sadigh and Percy Liang

ColloQL: Robust Text-to-SQL Over Search Queries
Karthik Radhakrishnan, Arvind Srikantan and Xi Victoria Lin

Natural Language Response Generation from SQL with Generalization and Back-translation
Saptarashmi Bandyopadhyay and Tianyang Zhao

GRAPPA: Grammar-Augmented Pre-Training for Table Semantic Parsing
Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Yi Chern Tan, Xinyi Yang, Dragomir Radev, Richard Socher and Caiming Xiong

Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases
Yu Gu, Sue Kase, Michelle Vanni, Brian Sadler, Percy Liang, Xifeng Yan and Yu Su

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 and Rui Zhang

Presentations from EMNLP and Findings of EMNLP

An Imitation Game for Learning Semantic Parsers from User Interaction
Ziyu Yao, Yiqi Tang, Scott Wen-tau Yih, Huan Sun, Yu Su
EMNLP 2020

Bootstrapping a Crosslingual Semantic Parser
Tom Sherborne, Yumo Xu, Mirella Lapata
Findings of EMNLP 2020

On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries
Tianze Shi, Chen Zhao, Jordan Boyd-Graber, Hal Daumé III, Lillian Lee
Findings of EMNLP 2020

Service-oriented Text-to-SQL Parsing
Wangsu Hu, Jilei Tian
Findings of EMNLP 2020

Improving Compositional Generalization in Semantic Parsing
Inbar Oren, Jonathan Herzig, Nitish Gupta, Matt Gardner, Jonathan Berant
Findings of EMNLP 2020

CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling
Ishan Jindala, Yunyao Lia, Siddhartha Brahmab, Huaiyu Zhu
Findings of EMNLP 2020

Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings
Prafull Prakash, Saurabh Kumar Shashidhar, Wenlong Zhao, Subendhu Rongali, Haidar Khan, Michael Kayser
Findings of EMNLP 2020

Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing
Xi Victoria Lin, Richard Socher, Caiming Xiong
Findings of EMNLP 2020