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J. Shawe-Taylor

62 papers hereh-index 7454.9k citations594 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author29
  • last author32

Across the 61 of 62 papers where every author was matched, so the position is known.

fields
  • cs.LG25
  • stat.ML14
  • cs.IR7
  • cs.CY5
  • cs.AI3
  • astro-ph.CO2

identity via Semantic Scholar / OpenAlex

activity
20092023
most citedResults of the GREAT08 Challenge: An image analysis competition for cosmological lensing

156 citations · 950 across the 61 of their papers we have counts for

collaborators
Showing 2018 · cs.IRShow all

2 papers · 2 filters

cs.IR2018

Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding

Gaurav Singh, James Thomas, Iain J. Marshall +2

We propose a model for tagging unstructured texts with an arbitrary number of terms drawn from a tree-structured vocabulary (i.e., an ontology). We treat this as a special case of…

cs.IR2018★ 6 cited

Improving Active Learning in Systematic Reviews

Gaurav Singh, James Thomas, John Shawe-Taylor

Systematic reviews are essential to summarizing the results of different clinical and social science studies. The first step in a systematic review task is to identify all the stud…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.