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This book is based on the workshop on New Approaches to Learning
for Natural Language Processing, held in conjunction with the
International Joint Conference on Artificial Intelligence,
IJCAI'95, in Montreal, Canada in August 1995.
Most of the 32 papers included in the book are revised selected
workshop presentations; some papers were individually solicited
from members of the workshop program committee to give the book an
overall completeness. Also included, and written with the novice
reader in mind, is a comprehensive introductory survey by the
volume editors. The volume presents the state of the art in the
most promising current approaches to learning for NLP and is thus
compulsory reading for researchers in the field or for anyone
applying the new techniques to challenging real-world NLP problems.
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