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Roser Morante - academic web page - links

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Home

Research
Research

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Publications

Activities
Activities

Links
Links

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Links biomedical text mining



Courses on Machine learning and NLP

Machine Learning, by Andrew Y. Ng, Stanford University

Machine Learning and Natural Language, by Dan Roth and Ivan Titov from University of Illinois at Urbana-Champaign

Software

Octave Free source for numerical computations

SVM-Light-TK 1.2 Feature vector set and tree forest, by Alessandro Moschitti

NGRAM Statistics package

NLTK Natural Language Toolkit

FreeLing An Open Source Suite of Language Analyzers, UPC

Link to Dan Melamed's NLP Research Software Library

LingPipe suite of Java libraries for the linguistic analysis of human language

LUCENE Open source information retrieval API

MOSES Statistical machine translation system

BART Coreference resolution system

UKB Graph based word sense disambiguation and similarity

XMLstarlet set of command line utilities to transform, query, validate and edit XML

LT-TTT2 XML-based text processing tools

Semantic Vectors package Creates a word space model

Semantic Role Labeler CCG, University of Illinois, USA

UIMA Sandbox

WordNet::Similarity

Machine learning software

TiMBL Tilburg Memory Based Learner

WEKA Data mining software, University of Waikato

ORANGE Data mining software, University of Ljubljana, Slovenia

Maxent

SVM_Light Support Vector Machine, by Thorsten Joachims

SVM-Light-TK 1.2 Tree kernels in SVM-Light (feature vector set and tree forest), bu Alessandro Moschitti

CRF++ Conditional Random Fields

BoosTexter Based on boosting by Erin Allwein, Robert Schapire, and Yoram Singer.

MALLET MAchine Learning for LanguagE Toolkit, by Andrew McCallum

Hidden-unit conditional random field by Laurens van der Maaten, 2011.

Parsers

Charniak parser BLLIP reranking parser (also known as Charniak parser, Brown reranking parser)

MaltParser Dependency parser

ISBN Dependency parser

DeSR Dependency parser

Stanford Statistical parser

SPADE Discourse parser

Annotation Tools

GATE

KNOWTATOR General-purpose text annotation tool, CCP Center for Computational Pharmacology, University of Colorado Health Sciences, USA

MMAX2 General-purpose text annotation tool, EML Research gGmbH, Germany

XConc SuiteXML based tools for corpus annotation, Tsujii Lab, Japan

CALLISTO General-purpose text annotation tool, Mitre Corporation, USA

NITE XML Toolkit, School of Informatics, University of Edinburgh, UK

CLaRK an XML based system for corpora development, SFS Tuebingen - LML Sofia

Coreference resolution

Reconcile - Coreference Resolution Engine

Temporal tagger

HeidelTime

Sentiment analysis

SentiStrength to measure the strength of positive and negative sentiment in short texts, Wolverhampton University, UK

Corpora

MASC Manually Annotated Subcorpus

MPQA 2.0 Opinions and private states

WING SMS corpus Collecting SMS Messages for a Public Research Corpus, University of Singapore

Movie Review Data by Bo Pang and Lillian Lee, Cornell University

UMIREC corpus UCM/MIT Indications, Referring Expressions, and Coreference Corpus

Videos

My video lectures

Video Lectures

Video Lectures ECML-PKDD 2008

Video Lectures BootCamp2008 on Machine Learning

Projects

CERATOPS Center for the Extraction and Summarization of Events and Opinions in Tex, University of Pittsburg, USA.

NLP books

Introduction to Information Retrieval, by Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze

Opinion minng and sentiment analysis, by Bo Pang and Lillian Lee

Visualization tools

What's Wrong With My NLP?: A visualizer for Natural Language Processing problems, by Sebastian Riedel

Miscellanea

Six golden rules to give presentations , by Geoff Pullum