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M. Littman

7 papers hereh-index 9049.1k citations368 works total

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

author position
  • first author1
  • middle author2
  • last author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CL2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
19982005
most citedUnsupervised Learning of Semantic Orientation from a Hundred-Billion-Word Corpus

363 citations · 730 across the 6 of their papers we have counts for

collaborators
Showing 2005Show all

2 papers · 1 filter

cs.LG2005★ 15 cited

Corpus-based Learning of Analogies and Semantic Relations

Peter D. Turney, Michael L. Littman

We present an algorithm for learning from unlabeled text, based on the Vector Space Model (VSM) of information retrieval, that can solve verbal analogy questions of the kind found…

cs.LG2005

Combining Independent Modules in Lexical Multiple-Choice Problems

Peter D. Turney, Michael L. Littman, Jeffrey Bigham +1

Existing statistical approaches to natural language problems are very coarse approximations to the true complexity of language processing. As such, no single technique will be best…

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