
Tom Sherborne
Graduate student @ University of Edinburgh
semantic parsing
cross-lingual transfer
zero-shot
cross-lingual
structured prediction
parsing
meta-learning
text-to-sql
optimal transport
sql
transformer
zero-shot cross-lingual
machine translation
metrics
evaluation
5
presentations
4
number of views
SHORT BIO
I’m a final year PhD Candidate in the ILCC at Edinburgh supervised by Mirella Lapata working on low-resource approaches to cross-lingual semantic parsing. I’m part of the CDT in Data Science and EdinburghNLP. Previously, I was an intern at AI2 and Siri Cambridge. I completed the MPhil in Computer Science at The Computer Lab — working with Ann Copestake on multimodal semantics. My undergrad was at UCL EEE — working with Polina Bayvel on hardware optimisation for optical signal processing.
Presentations

Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing
Tom Sherborne and 2 other authors

Meta-Learning a Cross-lingual Manifold for Semantic Parsing
Tom Sherborne and 1 other author

Extrinsic Evaluation of Machine Translation Metrics
Nikita Moghe and 3 other authors

Zero-Shot Cross-Lingual Semantic Parsing
Tom Sherborne

Zero-Shot Cross-lingual Semantic Parsing
Tom Sherborne and 1 other author