distributional-semantics

Web-ify your word2vec: framework to serve distributional semantic models online

"Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) - code for EMNLP'15 paper

Incremental learning of word embeddings with context informativeness.

Indra is a Web Service which allows easy access to different distributional semantics models in several languages.

Benchmarks for intrinsic word embeddings evaluation.

TAXI: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling

StarGraph (aka *graph) is a graph database to query large Knowledge Graphs. Playing with Knowledge Graphs can be useful if you are developing AI applications or doing data analysis over complex domains.

RDT: Russian Distributional Thesaurus (Русский Дистрибутивный Тезаурус)

A system for unsupervised knowledge-free interpretable word sense disambiguation based on distributional semantics

A system for word sense induction and disambiguation based on JoBimText approach

Web based semantic visualization tool

(Work in progress) An educational implementation of some aspects of the DisCoCat framework

Noun Compositionality Detection Using Distributional Semantics for the Russian Language

bachelors thesis

A system for inducing distributional sense-aware semantic classes labeled with hypernyms

A tool for extraction of lexical features from text based on UIMA and MapReduce

Code for "Multi-Ontology Refined Embeddings (MORE): A Hybrid Multi-Ontology and Corpus-based Semantic Representation Model for Biomedical Concepts" in the Journal of Biomedical Informatics.

Incremental learning of word embeddings with context informativeness

LexiExp -- Free open source sentiment lexicon expansion script

State-of-the-art count-based word embeddings for low-resource languages with a special focus on historical languages.

Python API Wrapper for JoBimText

Pretrained word and multi-sense embeddings for Estonian

Extraction and Interpretation of Phrases

An AI for a *very distant* cousin of '20 questions'.

experiments on anomaly detection for a poster paper presented on russir'17

A variety of projects utilizing Natural Language Processing within different contexts.

Refined Semantic Relatedness (RSR), a distributional semantics model.

Train Distributional Semantic Models on UIUC Learning and Language Lab Compute System

Official Indra Python Client