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ICML
2008
IEEE
16 years 7 months ago
A unified architecture for natural language processing: deep neural networks with multitask learning
We describe a single convolutional neural network architecture that, given a sentence, outputs a host of language processing predictions: part-of-speech tags, chunks, named entity...
Ronan Collobert, Jason Weston
ECML
2003
Springer
15 years 11 months ago
Combined Optimization of Feature Selection and Algorithm Parameters in Machine Learning of Language
Comparative machine learning experiments have become an important methodology in empirical approaches to natural language processing (i) to investigate which machine learning algor...
Walter Daelemans, Véronique Hoste, Fien De ...
NLPRS
2001
Springer
15 years 11 months ago
Integration of heterogeneous language resources: A monolingual dictionary and a thesaurus
Linguistic knowledge plays a crucial role in natural language processing. Constructing large linguistic knowledge bases requires a lot of human effort and much cost. There have b...
Takenobu Tokunaga, Yasuhiro Syotu, Hozumi Tanaka, ...
LREC
2010
142views Education» more  LREC 2010»
15 years 8 months ago
The South African Human Language Technologies Audit
Human language technologies (HLT) can play a vital role in bridging the digital divide and thus the HLT field has been recognised as a priority area by the South African governmen...
Aditi Sharma Grover, Gerhard van Huyssteen
COLING
2000
15 years 8 months ago
Querying Temporal Databases Using Controlled Natural Language
Recent years have shown a surge in interest in temporal database systems, which allow users to store time-dependent intbrmation. We present a novel controlled natural language int...
Rani Nelken, Nissim Francez