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110
Voted
LREC
2008
150views Education» more  LREC 2008»
15 years 4 months ago
Automatic Translation of Biomedical Terms by Supervised Machine Learning
In this paper, we present a simple yet efficient automatic system to translate biomedical terms. It mainly relies on a machine learning approach able to infer rewriting rules from...
Vincent Claveau
110
Voted
ICML
2002
IEEE
16 years 3 months ago
Learning from Scarce Experience
Searching the space of policies directly for the optimal policy has been one popular method for solving partially observable reinforcement learning problems. Typically, with each ...
Leonid Peshkin, Christian R. Shelton
115
Voted
CCECE
2009
IEEE
15 years 9 months ago
A grainless semantics for the HARPO/L language
This paper presents a dynamic semantics for the parallel language HARPO/L, based on Reynolds’s grainless approach [1]. It shows that the approach scales to somewhat more sophist...
Theodore S. Norvell
101
Voted
IJCNLP
2005
Springer
15 years 8 months ago
A Machine Learning Approach to Sentence Ordering for Multidocument Summarization and Its Evaluation
Ordering information is a difficult but a important task for natural language generation applications. A wrong order of information not only makes it difficult to understand, but a...
Danushka Bollegala, Naoaki Okazaki, Mitsuru Ishizu...
EMNLP
2008
15 years 4 months ago
Unsupervised Multilingual Learning for POS Tagging
We demonstrate the effectiveness of multilingual learning for unsupervised part-of-speech tagging. The key hypothesis of multilingual learning is that by combining cues from multi...
Benjamin Snyder, Tahira Naseem, Jacob Eisenstein, ...