esantus

EVALution

Dataset containing Semantic Relations and Metadata, for Training and Evaluating Distributional Semantic Models in English and Mandarin Chinese

Outlier_Detection

Data and code for the experiments in the Outlier Detection task proposed by Camacho-Collados et al.

ROOT9

Datasets used in "Nine Features in a Random Forest to Learn Taxonomical Semantic Relations". Enrico Santus, Alessandro Lenci, Tin-Shing Chiu, Qin Lu and Chu-Ren Huang. LREC 2016

Thematic_Fit

Data and code for the experiments in: "Measuring Thematic Fit with Distributional Feature Overlap". Enrico Santus, Emmanuele Chersoni, Alessandro Lenci and Philippe Blache. EMNLP 2017

evalution2

This repository contains a library for the EVALuation of Semantic Relations related Tasks

Training

This repository contains code and tutorials for NLP

APSyn

APSyn Measure for Sparse Vectors

ConceptClassification

This repository contains code to process PDF files and classify their sentences as belonging to one or more concepts.

Excel-Filler

Word+Char CNN to classify one or more columns in an Excel file (easy to use)

Fake-News

Fake News are a threat to freedom and democracy. Their automatic detection through divergence measurement and evidence discovery is a valuable application for AI.

Gothic-Bible-Mapper

Code to map the Gothic Bible to other bibles and obtain the scrip transliteration and the IPA transcriptions. An etymological vocabulary is also used to identify Gothic borrowings and cognates in other languages.

GraphIE

halloween

This project refers to the Spooky Author Identification task in Kaggle (see: https://www.kaggle.com/c/spooky-author-identification)

MetaphoricChange

Data and code for the experiments in: "German in Flux: Detecting Metaphoric Change via Word Entropy". Dominik Schlechtweg, Stefanie Eckmann, Enrico Santus, Sabine Schulte im Walde and Daniel Hole. CoNLL 2017.

ml-class-assignments

Programming Exercises on http://ml-class.org

mysqldump-to-csv

A quickly-hacked-together Python script to turn mysqldump files to CSV files. Optimized for Wikipedia database dumps.

natural-language-processing

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

private-kit

Private Kit, an open source privacy preserving system for using personal information

prostate_path

This repository contains the code for the Prostate Pathology Report project, by CSAIL, MIT, and Philips.

RL_Verification

tagger

text_nn

Text classification models. Used a submodule for other projects.

thematic_update

This repository contains the scripts and data to run the thematic update code.

UnsupervisedHypernymy

Data and code for the experiments in: "Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection". Vered Shwartz, Enrico Santus and Dominik Schlechtweg. EACL 2017.

xib