The following pages provide broad, up-to-date overviews of CL and ML resources on the web:
-
LT-World
maintained at DFKI -
Machine Learning Resources Page
maintained by David W. Aha
Jump to:
- Assocations / Networks / SIGs / Research programmes / Research cooperations
- Research Departments / Groups / Institutes / Individuals
- Mailing Lists / Archives / Comprehensive pages
- Journals / Bulletins / Conference reports
- Online papers / Online courses/slides / Bibliographies
- Software
- Corpora
- Companies
Associations / Networks / SIGs / Research programmes / Research cooperations
Associations
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ACL
Association for Computational Linguistics -
EACL
European Chapter of the Association for Computational Linguistics -
ACM
Association for Computing Machinery -
ISCA
International Speech Communication Association -
ELRA
European Language Resources Association -
IQLA
International Quantitative Linguistics Association
Networks
-
ACO*HUM
Advanced Computing in the Humanities -
ELSnet
European Network of Excellence in Language and Speech -
MLnet
European Network of Excellence in Machine Learning -
ILPnet
Inductive Logic Programming European Scientific Network
SIGs
-
SIGDAT
ACL Special Interest Group for Linguistic Data and Corpus-Based Approaches to NLP -
SIGDIAL
ACL Special Interest Group on Dialogue Processing -
SIGGEN
ACL Special Interest Group on Natural Language Generation -
SIGLEX
ACL Special Interest Group on the Lexicon -
SIGMEDIA
ACL Special Interest Group on Multimedia Language Processing -
SIGMOL
ACL Special Interest Group on Mathematics of Language -
SIGPARSE
ACL Special Interest Group on Parsing Technologies -
SIGPHON
ACL Special Interest Group on Computational Phonology -
SIGART
ACM Special Interest Group on Artificial Intelligence -
SIGIR
ACM Special Interest Group on Information Retrieval
Research programmes
-
TMR-LCG
EC Training and Mobility of Researchers programme on Learning Computational Grammars -
ESF-LHM
European Science Foundation: Learning in Humans and Machines Programme
Research cooperations
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CLIN
Computational Linguistics in the Netherlands -
CLIF
Computational Linguistics in Flanders -
COLEX
CLUK Computational Lexicography UK Special Interest group -
CLUK
UK Special Interest Group for Computational Linguistics -
SALT
Speech And Language Technology club (UK)
Research Departments / Groups / Institutes / Individuals
World
-
Home pages of ML and CBR researchers
David W. Aha, Naval Research Laboratory, USA - Our own SIGNLL Member list
Australia
-
Working Group for Data Mining of Natural Language
Basser Department of Computer Science, University of Sydney
Austria
-
ML at OFAI
Machine Learning at the Austrian Research Institute for Artificial Intelligence, OFAI
Belgium
-
CCL
Centre for Computational Linguistics, University of Leuven -
CNTS
Center for Dutch Language and Speech, University of Antwerp -
VUB AI LAB
Artificial Intelligence Lab, Free University of Brussels
Canada
-
KAML
Knowledge Acquisition and Machine Learning Group, University of Ottawa
Germany
-
DFKI Saarbrücken
German Research Center for Artificial Intelligence, Department of Computational Linguistics -
GMD-MLT
GMD Machine Learning Group, AI Research Division, St. Augustin -
IMS
Institute of Natural Language Processing, University of Stuttgart -
LDP
Department of Linguistic Data Processing, University of Köln -
LDV/CL
Department of Computational Linguistics, University of Trier
Italy
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ILC-CNR
Istituto di Linguistica Computazionale, Pisa, Italy -
IRST
Natural Language Processing and Communication Group, ITC, Italy
Japan
-
Matsumoto
Laboratory
Computational Linguistics Laboratory, Graduate School of Information Science, Nara Institute of Science and Technology
The Netherlands
-
Alfa-informatica
Department of Computational Linguistics, University of Amsterdam -
Alfa-informatica
Department of Computational Linguistics, University of Groningen -
ILK
Induction of Linguistic Knowledge, Tilburg University -
Parlevink
Parlevink Linguistic Engineering Project, University of Twente
Slovenia
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Dept. of Intelligent Systems
J. Stephan Institute, Ljubljana
Sweden
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SICS NLP Group
SICS Natural Language Processing Group, Electrum, Kista, Sweden
United Kingdom
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AI-Group KA
Nottingham University AI Group: Knowledge Acquisition -
CCS
Centre for Cognitive Science, University of Edinburgh -
Corpus Linguistics Group
University of Birmingham -
Language Learning as Compression
Gerry Wolff, University of Wales at Bangor
USA
-
AI at JHU
Artificial Intelligence at Johns Hopkins University -
AML
Analogical Modeling of Language Research Group, Brigham Young University -
CIS
Computer and Information Science Department, University of Pennsylvania -
CLSP
The Center for Language and Speech Processing, Johns Hopkins University -
CRL
Center for Research in Language, La Jolla, CA -
CSLI
Center for the Study of Language and Information, Stanford University -
HLT
Human Language Technology group, MITRE -
CCG
Cognitive Computation Group, University of Illinois at Urbana-Champaign -
ILS
Institute for the Learning Sciences, Northwestern University -
ISI
Information Sciences Institute of the University of Southern California (USC/ISI) -
LDC
Linguistic Data Consortium -
MLRG
Machine Learning Research Group, University of Wisconsin at Madison -
NLPL
Natural Language Processing Laboratory, CIIR, University of Massachusetts at Amherst -
NRL
Natural Language and Reasoning Research Group at Georgia Tech -
UTCS ML Research Group
Machine Learning Research Group, University of Texas at Austin -
UCI ML Group
Machine Learning Group, University of California at Irvine -
SIL
Summer Institute of Linguistics, ILC, Dallas, Texas -
Utah NLP
Natural Language Processing Research Group, University of Utah
Mailing Lists / Archives / Comprehensive Pages
Mailing lists
-
Colibri
OTS, Utrecht University, the Netherlands -
ML Mailing List Archive
M. Pazzani (UC Irvine) -
AI
& Statistics List
Doug Fisher (U of Waterloo / Vanderbilt U) -
Linguist
List
A. Aristar (Texas A&M U), H. Dry and D. Seely (Eastern Michigan U.) - ELSNet-list
Archives
-
MLnet Machine Learning Archive
GMD, Germany -
NeuroCOLT archive
ESPRIT Working Group in Neural and Computational Learning -
Archive of Sharable Natural
Language Resources
Consortium for Lexical Research -
UCI Machine
Learning Database Repository
UC Irvine -
AI and Inductive
Learning Archive
University of Illinois, Urbana-Champaign -
Knowledge Discovery
Mine
G. Piatetsky-Shapiro and C. Matheus
Comprehensive pages
-
ACL NLP/CL Universe
ACL / University of Columbia -
Grammatical Inference Community page
Vasant Honavar, Colin de la Higuera, Rajesh Parekh -
Cognitive Science (WWW Virtual Library)
Brown University -
CogPsy
Research Projects Database
Adriaan Tijsseling -
Human Languages Page
Tyler Chambers -
Speech on the Web
speech technology on the web, Jan Roelof de Pijper (IPO) -
CL and
LE
CL and language engineering on the web, Fredrik Olsson, Uppsala -
Science: CS: AI: ML
at Yahoo
Journals / Bulletins / Conference Reports
Journals
-
Machine Learning / Machine Learning Online
- Special issue on Natural Language Learning (editors Raymond Mooney and Claire Cardie)
- Journal of Machine Learning Research (JMLR)
- Computational Linguistics
- Journal of Artificial Intelligence Research (JAIR)
- Journal of Experimental and Theoretical Artificial Intelligence (JETAI)
- AI Communications, the European Journal on Artificial Intelligence (AICOM)
- Journal of Cognitive Systems Research (JCSR)
- The Journal of the Learning Sciences (JLS)
- International Journal of Corpus Linguistics (IJCL)
- Journal of Quantitative Linguistics (JQL)
- Computers and the Humanities
- Machine Translation (MT)
- Pattern Analysis and Applications (PAA)
- Integrated Computer-Aided Engineering (ICAE)
- ICAME Journal
Bulletins
-
ELSNET Newsletter
(ELSNews) -
The Finite String
Newsletter of the Association for Computational Linguistics -
Noetica
Cognitive Science Forum -
TA!
CL students journal, Dutch/English
Conference reports, workshop notes
-
ML-COLT '94 Working Notes
ML-COLT Constructive Induction and Change of Representation Workshop, 1994 -
MLnet and ELSnet Joint
Workshop on Machine Learning of Natural Language and Speech
ILLC, Amsterdam, December 2-3, 1994 -
ECML/MLnet
Familiarization Workshop on Empirical Learning of NLP Tasks,
Prague, April 26, 1997
We also maintain a list of web links to past and upcoming SIGNLL events and to events with topics related to SIGNLL.
Online Papers, Courses, Slides, Bibliographies
Online papers
-
The Computing Research Repository
XXX E-print Archive, Los Alamos National Laboratory -
ML Papers
Andrew Ng, UC Berkeley -
Cora
Computer Science Research Paper Search Engine, Just System -
CogPrints Electronic Archive
University of Southampton, UK -
LABS
Linguistic Abstracts Online, Blackwell Publishers UK -
Neuroprose FTP
Archive
Jordan Pollack, Ohio State University
Bibliographies
-
CI
Collection of BibTeX Databases
CI, Vienna, Austria -
Lazy
Learning: A Living Annotated Bibliography
David W. Aha, NRL -
ML Bibliographic
Data Base
M. Pazzani, UC Irvine
Software
Linguistic software
-
LinguaLinks
resources and tools for language field work, SIL, Dallas, Texas -
Penn Tools
CL resources and tools, CIS Dept, University of Pennsylvania -
Natural Language Software Registry
DFKI -
RELATOR
ELRA language resources collection -
Archive of
Sharable Natural Language Resources
Consortium for Lexical Research -
GATE
General Architecture for Text Engineering, University of Sheffield, UK
Machine Learning software
-
Machine Learning Software Packages Collection
CMU AI Repository -
Machine Learning Programs Archive and LPE and
CN2
Mooney / Clark and co-workers, University of Texas -
Machine Learning Programs Archive
University of Wisconsin -
Quickprop and Cascade-correlation
Scott Fahlman (CMU) -
WEKA
University of Waikato -
MLC++,
Machine Learning library in C++
R. Kohavi et al., SGI -
S*I*FTWARE, commercial and public-domain tools for KDD
G. Piatetsky-Shapiro and C. Matheus -
AutoClass C
University of Texas at Arlington / NASA Ames -
CRUSTACEAN, IBL, NGE...
David W. Aha, NRL -
PEBLS,
OC1
S. Salzberg -
StatLog (need a new link)
StatLog ESPRIT Project -
XELOPES
eXtEnded Library fOr Prudsys Embedded Solutions - a GPL platform-independent and data-source-independent library for Embedded Data Mining -
TiMBL
Tilburg Memory Based Learner 4.3, ILK Research Group, Tilburg University
Corpora
Linguistic corpora
- Open Language Archives Community
-
Linguistic Data Consortium
University of Pennsylvania -
The ECI Multilingual Corpus I
The European Corpus Initiative -
CELEX
Celex lexical databases, Nijmegen, The Netherlands -
Penn
Treebank
CIS Dept., University of Pennsylvania -
RELATOR
ELRA language resources collection -
WordNet
Cognitive Science Lab, Princeton University -
British National Corpus
Oxford University -
Etext English Online Resources
Virtual Library of Virginia / University of Virginia -
ICAME, International
Computer Archive of Modern and Medieval English
NCCH, Bergen, Norway
General ML benchmarks
-
UCI Machine Learning Database Repository
UC Irvine -
Proben1 - a set of Neural Network Benchmark Problems.
The data (~2 Mb!) and a Technical Report describing Proben1. -
The Data Mine
Andy Pryke, Birmingham University -
DELVE
Data for Evaluating Learning in Valid Experiments -
StatLog
StatLog ESPRIT Project -
StatLib
Mike Meyer, CMU -
SCDS
Synthetic Classification Data Set Generator, Gabor Melli, Simon Fraser University -
UNIPEN
NICI, University of Nijmegen
Companies
- AT&T Labs
- Dictaphone
- IBM Research
- Inxight
- Microsoft Research
- Pharma DM
- RuleQuest Research
- TextKernel
-
XRCE, PARC
Xerox Research Centre Europe, Grenoble
Xerox Palo Alto Research Center