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NIPS
2001
14 years 11 months ago
Natural Language Grammar Induction Using a Constituent-Context Model
This paper presents a novel approach to the unsupervised learning of syntactic analyses of natural language text. Most previous work has focused on maximizing likelihood according...
Dan Klein, Christopher D. Manning
DOA
2001
117views more  DOA 2001»
14 years 11 months ago
Developing Mobile Agent Organizations: A Case Study in Digital Tourism
Mobile agents are a useful paradigm for the development of complex Internet applications. However, the effective development of mobile agent applications requires suitable models ...
Franco Zambonelli, Giacomo Cabri, Letizia Leonardi
NECO
2002
106views more  NECO 2002»
14 years 9 months ago
Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM
In response to Rodriguez' recent article (2001) we compare the performance of simple recurrent nets and "Long Short-Term Memory" (LSTM) recurrent nets on context-fr...
Jürgen Schmidhuber, Felix A. Gers, Douglas Ec...
SPIRE
2001
Springer
15 years 2 months ago
On Compression of Parse Trees
We consider methods for compressing parse trees, especially techniques based on statistical modeling. We regard a sequence of productions corresponding to a suffix of the path fr...
Jorma Tarhio
121
Voted
CR
2001
173views Education» more  CR 2001»
14 years 11 months ago
Constructing an Ontology for WWW Summarization in Bone Marrow Transplantation (BMT)
We describe an ontology for WWW summarization in Bone Marrow Transplantation that is currently under construction. It is text-based and qualifies as a grounded ontology. In additi...
Brigitte Endres-Niggemeyer, Bernd Hertenstein, Cla...