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» A Linguistic Theory of Robustness
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74
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ACL
2012
13 years 1 days ago
Fast and Robust Part-of-Speech Tagging Using Dynamic Model Selection
This paper presents a novel way of improving POS tagging on heterogeneous data. First, two separate models are trained (generalized and domain-specific) from the same data set by...
Jinho D. Choi, Martha Palmer
68
Voted
EMNLP
2009
14 years 7 months ago
A Simple Unsupervised Learner for POS Disambiguation Rules Given Only a Minimal Lexicon
We propose a new model for unsupervised POS tagging based on linguistic distinctions between open and closed-class items. Exploiting notions from current linguistic theory, the sy...
Qiuye Zhao, Mitch Marcus
ACL
2011
14 years 1 months ago
Integrating surprisal and uncertain-input models in online sentence comprehension: formal techniques and empirical results
A system making optimal use of available information in incremental language comprehension might be expected to use linguistic knowledge together with current input to revise beli...
Roger Levy

Publication
107views
15 years 6 months ago
RATC: A Robust Automated Tag Clustering Technique
Abstract. Nowadays, the most dominant and noteworthy web information sources are developed according to the collaborative-web paradigm, also known as Web 2.0. In particular, it rep...
Ludovico Boratto, Salvatore Carta, Eloisa Vargiu
87
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COLING
2010
14 years 4 months ago
Robust Measurement and Comparison of Context Similarity for Finding Translation Pairs
In cross-language information retrieval it is often important to align words that are similar in meaning in two corpora written in different languages. Previous research shows tha...
Daniel Andrade, Tetsuya Nasukawa, Jun-ichi Tsujii