WordNet
WordNet is a hand compiled lexical reference whose design is inspired by psycholinguistic theories of
human memory. English nouns, verbs, adjectives and adverbs are organized into synonym sets and relations link
the synonym sets.
http://wordnet.princeton.edu/
FrameNet
The Berkeley FrameNet project is creating an on-line lexical resource for English.
The aim is to document the range of semantic and syntactic combinatory possibilities
of each word in each of its senses, through computer-assisted annotation of example sentences and
automatic tabulation and display of the annotation results.
http://framenet.icsi.berkeley.edu/
The Preposition Project
The Preposition Project is designed to provide a comprehensive characterization of English preposition
senses suitable for use in natural language processing.
http://www.clres.com/prepositions.html
VerbNet
VerbNet is the largest on-line verb lexicon currently available for English.
http://verbs.colorado.edu/~mpalmer/projects/verbnet.html
WordNet Resources
Rada Mihalcea provides many useful downloads here.
http://www.cs.unt.edu/~rada/downloads.html
YAGO
YAGO is a huge semantic knowledge base derived from Wikipedia.
http://www.mpi-inf.mpg.de/~suchanek/downloads/yago/index.htm
Advanced Natural Language Processing
Lecture notes from MIT's advanced natural language course.
http://ocw.mit.edu/OcwWeb/Electrical-Engineering-and-Computer-Science/6-864Fall-2005/CourseHome/index.htm
WordNet Clustering
Using WordNet relationships in document clustering.
http://www.aifb.uni-karlsruhe.de/~sst/Research/Publications/sw_sigir2003_submit.pdf
Interaction Design
Very concise summary of interaction design principles.
http://www.asktog.com/basics/firstPrinciples.html
Latent Semantic Indexing
Simple introduction to the topic.
http://knowledgesearch.org/lsi/lsa_definition.htm
Kernel Machine Library
A vey nice website with free c++ kernel machines for all.
http://www.terborg.net/research/kml/
C++ Neural Network Library
A freely available c++ library for building neural networks.
http://www.cimne.com/flood/download.asp
C++ Neural Network Library
A vey nice website with free c++ kernel machines for all.
http://www.cimne.com/flood/download.asp
Information Retrieval Intelligence
A very concise series of tutorials on information retrieval, including LSI.
http://www.miislita.com/
Eigen: c++ template library for linear algebra
A very fast and easy to use linear algebra library for c++
http://eigen.tuxfamily.org/index.php?title=Main_Page
The Visual Display of Quantitative Information, 2nd edition
Programming Collective Intelligence: Building Smart Web 2.0 Applications
Mining the Web: Discovering Knowledge from Hypertext Data
Ambient Findability: What We Find Changes Who We Become
Introduction to Information Retrieval
Charting a New Course: Natural Language Processing and Information Retrieval: Essays in Honour of Karen Spärck Jones (The Information Retrieval Series)
Speech and Language Processing (2nd Edition) (Prentice Hall Series in Artificial Intelligence)
The Mythical Man-Month: Essays on Software Engineering, Anniversary Edition (2nd Edition)
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