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researcher

A. McCallum

115 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 author2
  • middle author21
  • last author91

Across the 115 of 115 papers where every author was matched, so the position is known.

fields
  • cs.CL69
  • cs.LG21
  • cs.IR10
  • stat.ML7
  • cs.AI4
  • cs.DS2
same name
  • A. Mccallum — 1 paper, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102024
most citedGo for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning

398 citations · 2.8k across the 98 of their papers we have counts for

collaborators
Showing 2015 · stat.MLShow all

1 paper · 2 filters

stat.ML2015★ 7 cited

Bethe Projections for Non-Local Inference

Luke Vilnis, David Belanger, Daniel Sheldon +1

Many inference problems in structured prediction are naturally solved by augmenting a tractable dependency structure with complex, non-local auxiliary objectives. This includes the…

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