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researcher

A. McCallum

76 papers hereh-index 11281.1k citations442 works total

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

author position
  • sole author1
  • first author1
  • middle author16
  • last author56

Across the 74 of 76 papers where every author was matched, so the position is known.

fields
  • cs.CL48
  • cs.LG14
  • cs.IR6
  • cs.AI3
  • cs.DS2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20102024
most citedEfficiently Inducing Features of Conditional Random Fields

366 citations · 952 across the 45 of their papers we have counts for

collaborators
Showing cs.DSShow all

2 papers · 1 filter

cs.DS2020

Data Structures & Algorithms for Exact Inference in Hierarchical Clustering

Craig S. Greenberg, Sebastian Macaluso, Nicholas Monath +5

Hierarchical clustering is a fundamental task often used to discover meaningful structures in data, such as phylogenetic trees, taxonomies of concepts, subtypes of cancer, and casc…

cs.DS2019

Paper Matching with Local Fairness Constraints

Ari Kobren, Barna Saha, Andrew McCallum

Automatically matching reviewers to papers is a crucial step of the peer review process for venues receiving thousands of submissions. Unfortunately, common paper matching algorith…

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