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COLT
2001
Springer
13 years 9 months ago
Robust Learning - Rich and Poor
A class C of recursive functions is called robustly learnable in the sense I (where I is any success criterion of learning) if not only C itself but even all transformed classes Î...
John Case, Sanjay Jain, Frank Stephan, Rolf Wiehag...
LREC
2008
146views Education» more  LREC 2008»
13 years 6 months ago
Estimating the Resource Adaption Cost from a Resource Rich Language to a Similar Resource Poor Language
Developing resources which can be used for Natural Language Processing is an extremely difficult task for any language, but is even more so for less privileged (or less computeriz...
Anil Kumar Singh, Kiran Pala, Harshit Surana
ACL
2007
13 years 6 months ago
Automatic Part-of-Speech Tagging for Bengali: An Approach for Morphologically Rich Languages in a Poor Resource Scenario
This paper describes our work on building Part-of-Speech (POS) tagger for Bengali. We have use Hidden Markov Model (HMM) and Maximum Entropy (ME) based stochastic taggers. Bengali...
Sandipan Dandapat, Sudeshna Sarkar, Anupam Basu
EMNLP
2009
13 years 3 months ago
Improved Statistical Machine Translation for Resource-Poor Languages Using Related Resource-Rich Languages
We propose a novel language-independent approach for improving statistical machine translation for resource-poor languages by exploiting their similarity to resource-rich ones. Mo...
Preslav Nakov, Hwee Tou Ng
ACL
2008
13 years 6 months ago
Enriching Morphologically Poor Languages for Statistical Machine Translation
We address the problem of translating from morphologically poor to morphologically rich languages by adding per-word linguistic information to the source language. We use the synt...
Eleftherios Avramidis, Philipp Koehn