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ML
2000
ACM
124views Machine Learning» more  ML 2000»
15 years 6 months ago
Text Classification from Labeled and Unlabeled Documents using EM
This paper shows that the accuracy of learned text classifiers can be improved by augmenting a small number of labeled training documents with a large pool of unlabeled documents. ...
Kamal Nigam, Andrew McCallum, Sebastian Thrun, Tom...
EACL
2009
ACL Anthology
16 years 7 months ago
EM Works for Pronoun Anaphora Resolution
We present an algorithm for pronounanaphora (in English) that uses Expectation Maximization (EM) to learn virtually all of its parameters in an unsupervised fashion. While EM freq...
Eugene Charniak, Micha Elsner
AIIA
2005
Springer
15 years 8 months ago
Building a Wide Coverage Dynamic Grammar
Incremental processing is relevant for language modeling, speech recognition and language generation. In this paper we devise a dynamic version of Tree Adjoining Grammar (DVTAG) th...
Alessandro Mazzei, Vincenzo Lombardo
ACL
2007
15 years 8 months ago
Improving the Interpretation of Noun Phrases with Cross-linguistic Information
This paper addresses the automatic classification of semantic relations in noun phrases based on cross-linguistic evidence from a set of five Romance languages. A set of novel s...
Roxana Girju
COLING
2008
15 years 8 months ago
Hindi Urdu Machine Transliteration using Finite-State Transducers
Finite-state Transducers (FST) can be very efficient to implement inter-dialectal transliteration. We illustrate this on the Hindi and Urdu language pair. FSTs can also be used fo...
M. G. Abbas Malik, Christian Boitet, Pushpak Bhatt...