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J. McMahon

3 papers hereh-index 5114 citations9 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cmp-lg2
  • cs.LG1
same name
  • J. McMahon — 215 papers, h 78
  • J. McMahon — 17 papers, h 8
  • J. McMahon — 7 papers, h 24
  • J. McMahon — 5 papers, h 13
  • J. McMahon — 4 papers, h 12
  • J. McMahon — 2 papers, 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
19942025
most citedImproving Statistical Language Model Performance with Automatically Generated Word Hierarchies

60 citations · 62 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2025

ExBigBang: A Dynamic Approach for Explainable Persona Classification through Contextualized Hybrid Transformer Analysis

Saleh Afzoon, Amin Beheshti, Nabi Rezvani +7

In user-centric design, persona development plays a vital role in understanding user behaviour, capturing needs, segmenting audiences, and guiding design decisions. However, the gr…

cmp-lg1995★ 60 cited

Improving Statistical Language Model Performance with Automatically Generated Word Hierarchies

John McMahon, F. J. Smith

An automatic word classification system has been designed which processes word unigram and bigram frequency statistics extracted from a corpus of natural language utterances. The s…

cmp-lg1994★ 2 cited

Structural Tags, Annealing and Automatic Word Classification

John McMahon, F. J. Smith

This paper describes an automatic word classification system which uses a locally optimal annealing algorithm and average class mutual information. A new word-class representation,…

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