Search Results for author: Adam Pauls

Found 8 papers, 2 papers with code

Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion

no code implementations ACL 2022 Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios

Text-to-SQL parsers map natural language questions to programs that are executable over tables to generate answers, and are typically evaluated on large-scale datasets like Spider (Yu et al., 2018).

Domain Generalization SQL Parsing +1

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems

no code implementations24 May 2022 Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su

In natural language understanding (NLU) production systems, users' evolving needs necessitate the addition of new features over time, indexed by new symbols added to the meaning representation space.

Value-Agnostic Conversational Semantic Parsing

no code implementations ACL 2021 Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein

Conversational semantic parsers map user utterances to executable programs given dialogue histories composed of previous utterances, programs, and system responses.

Semantic Parsing

Cannot find the paper you are looking for? You can Submit a new open access paper.