Publications
My advisees*. Equal contribution^.
2023
- ACL’23Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques(Rank#8 on Spider leaderboard as of Aug 2023)In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
- AAAI’23 SAExplaining Large Language Model-Based Neural Semantic Parsers (Student Abstract)AAAI Student Abstract, 2023
- JBP’23A paradigm shift from “human writing” to “machine generation” in personality test development: An application of state-of-the-art natural language processing(Editor Commendation, one of 13 out of 1,000+ submissions in 2022)Journal of Business and Psychology, 2023
2022
- ICLR’22 DL4CodeCode Editing from Few Exemplars by Adaptive Multi-Extent CompositionIn Deep Learning for Code Workshop at International Conference on Learning Representations, 2022
2021
- DissertationOn Advancing Natural Language Interfaces: Data Collection, Model Development, and User Interaction2021
2020
2019
- EMNLP-IJCNLP’19
2018
- KDD’18 DL Day
2016
- AAAI’16Semi-supervised multinomial naive bayes for text classification by leveraging word-level statistical constraintIn Proceedings of the AAAI Conference on Artificial Intelligence, 2016