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» Requirements for Machine Lifelong Learning
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ICMLA
2003
13 years 11 months ago
The Consolidation of Neural Network Task Knowledge
— Fundamental to the problem of lifelong machine learning is how to consolidate the knowledge of a learned task within a long-term memory structure (domain knowledge) without the...
Daniel L. Silver, Peter McCracken
EMNLP
2007
13 years 11 months ago
Determining Case in Arabic: Learning Complex Linguistic Behavior Requires Complex Linguistic Features
This paper discusses automatic determination of case in Arabic. This task is an important part and major source of errors in full diacritization of Arabic. We use a goldstandard s...
Nizar Habash, Ryan Gabbard, Owen Rambow, Seth Kuli...
SOCRATES
2008
106views Education» more  SOCRATES 2008»
13 years 11 months ago
Open Education and Virtual Communities: an Experience
In Fall 2007, Utah State University professor David Wiley held a course about Open Education. That time Dr Wiley's course was followed by an unusual group of students. The Fa...
Antonio Fini, Andreas Robert Formiconi, Alessandro...
ACL
2012
12 years 6 days ago
Prediction of Learning Curves in Machine Translation
Parallel data in the domain of interest is the key resource when training a statistical machine translation (SMT) system for a specific purpose. Since ad-hoc manual translation c...
Prasanth Kolachina, Nicola Cancedda, Marc Dymetman...
ACL
2009
13 years 7 months ago
Active Learning for Multilingual Statistical Machine Translation
Statistical machine translation (SMT) models require bilingual corpora for training, and these corpora are often multilingual with parallel text in multiple languages simultaneous...
Gholamreza Haffari, Anoop Sarkar