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LREC
2008
111views Education» more  LREC 2008»
15 years 6 months ago
Modelling Word Similarity: an Evaluation of Automatic Synonymy Extraction Algorithms
Vector-based models of lexical semantics retrieve semantically related words automatically from large corpora by exploiting the property that words with a similar meaning tend to ...
Kris Heylen, Yves Peirsman, Dirk Geeraerts, Dirk S...
120
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LREC
2008
99views Education» more  LREC 2008»
15 years 6 months ago
Using the Web as a Linguistic Resource to Automatically Correct Lexico-Syntactic Errors
This paper presents an algorithm for correcting language errors typical of second-language learners. We focus on preposition errors, which are very common among second-language le...
Matthieu Hermet, Alain Désilets, Stan Szpak...
141
Voted
IJCAI
2007
15 years 6 months ago
Incremental Learning of Perceptual Categories for Open-Domain Sketch Recognition
Most existing sketch understanding systems require a closed domain to achieve recognition. This paper describes an incremental learning technique for opendomain recognition. Our s...
Andrew M. Lovett, Morteza Dehghani, Kenneth D. For...
LREC
2008
111views Education» more  LREC 2008»
15 years 6 months ago
Sensitivity of Automated MT Evaluation Metrics on Higher Quality MT Output: BLEU vs Task-Based Evaluation Methods
We report the results of an experiment to assess the ability of automated MT evaluation metrics to remain sensitive to variations in MT quality as the average quality of the compa...
Bogdan Babych, Anthony Hartley
IJCAI
2007
15 years 6 months ago
Supervised Latent Semantic Indexing Using Adaptive Sprinkling
Latent Semantic Indexing (LSI) has been shown to be effective in recovering from synonymy and polysemy in text retrieval applications. However, since LSI ignores class labels of t...
Sutanu Chakraborti, Rahman Mukras, Robert Lothian,...