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researcher

A. McCallum

69 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 author12
  • last author54

Across the 68 of 69 papers where every author was matched, so the position is known.

fields
  • cs.CL45
  • cs.LG13
  • cs.AI3
  • cs.IR3
  • cs.DS2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20102022
most citedEfficiently Inducing Features of Conditional Random Fields

366 citations · 950 across the 41 of their papers we have counts for

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2021★ 2 cited

Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning

Xuelu Chen, Michael Boratko, Muhao Chen +3

Knowledge bases often consist of facts which are harvested from a variety of sources, many of which are noisy and some of which conflict, resulting in a level of uncertainty for ea…

cs.AI2020★ 69 cited

AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types

Xin Luna Dong, Xiang He, Andrey Kan +19

Can one build a knowledge graph (KG) for all products in the world? Knowledge graphs have firmly established themselves as valuable sources of information for search and question a…

cs.AI2018

A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset

Michael Boratko, Harshit Padigela, Divyendra Mikkilineni +10

The recent work of Clark et al. introduces the AI2 Reasoning Challenge (ARC) and the associated ARC dataset that partitions open domain, complex science questions into an Easy Set…

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