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» Natural Language Processing (almost) from Scratch
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JMLR
2012
12 years 2 days ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
COLING
1996
13 years 11 months ago
Computational Complexity of Probabilistic Disambiguation by means of Tree-Grammars
This paper studies the computational complexity of disambiguation under probabilistic tree-grammars as in (Bod, 1992; Schabes and Waters, 1993). It presents a proof that the follo...
Khalil Sima'an
CMC
1998
Springer
14 years 1 months ago
The IntelliMedia WorkBench - An Environment for Building Multimodal Systems
Abstract. Intelligent MultiMedia (IntelliMedia) focuses on the computer processing and understanding of signal and symbol input from at least speech, text and visual images in term...
Tom Brøndsted, Paul Dalsgaard, Lars Bo Lars...
CHI
2006
ACM
14 years 10 months ago
Error correction of voicemail transcripts in SCANMail
Despite its widespread use, voicemail presents numerous usability challenges: People must listen to messages in their entirety, they cannot search by keywords, and audio files do ...
Moira Burke, Brian Amento, Philip L. Isenhour
BIRTHDAY
2009
Springer
13 years 10 months ago
Towards the Automatic Acquisition of a Valence Dictionary for Polish
This article presents the evaluation of a valence dictionary for Polish produced with the help of shallow parsing techniques and compares those results to earlier results involving...
Adam Przepiórkowski