profile picture

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