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Doug Beeferman

8 papers hereh-index 153k citations28 works total

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

author position
  • first author4
  • middle author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cmp-lg2
  • cs.SI2
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
19972022
most citedText Segmentation Using Exponential Models

100 citations · 136 across the 7 of their papers we have counts for

collaborators
Showing cmp-lgShow all

2 papers · 1 filter

cmp-lg1997★ 10 cited

A Model of Lexical Attraction and Repulsion

Doug Beeferman, Adam Berger, John Lafferty

This paper introduces new methods based on exponential families for modeling the correlations between words in text and speech. While previous work assumed the effects of word co-o…

cmp-lg1997★ 100 cited

Text Segmentation Using Exponential Models

Doug Beeferman, Adam Berger, John Lafferty

This paper introduces a new statistical approach to partitioning text automatically into coherent segments. Our approach enlists both short-range and long-range language models to…

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