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Tom M. Mitchell

13 papers hereh-index 142.2k citations39 works total

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

author position
  • middle author3
  • last author9

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.CL6
  • cs.AI4
  • cs.LG2
  • cs.CY1
same name
  • Tom M. Mitchell — 5 papers, h 4
  • Tom M. Mitchell — 3 papers, h 5

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
20142023
most citedFrom Data to Knowledge to Action: A Global Enabler for the 21st Century

18 citations · 73 across the 11 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.AI2021

Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules

Forough Arabshahi, Jennifer Lee, Antoine Bosselut +2

One of the challenges faced by conversational agents is their inability to identify unstated presumptions of their users' commands, a task trivial for humans due to their common se…

cs.CL2021★ 1 cited

Towards General Natural Language Understanding with Probabilistic Worldbuilding

Abulhair Saparov, Tom M. Mitchell

We introduce the Probabilistic Worldbuilding Model (PWM), a new fully-symbolic Bayesian model of semantic parsing and reasoning, as a first step in a research program toward more d…

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