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

"Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) in EMNLP'15 - Python implementation

Incremental learning of word embeddings with context informativeness.

Benchmarks for intrinsic word embeddings evaluation.

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

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)

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

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

Distributional Formal Semantics (DFS) tools

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

Web based semantic visualization tool

State-of-the-art count-based word embeddings for low-resource languages.

An educational implementation of some aspects of the DisCoCat framework

Correlated Occurrence Analogue to Lexical Semantics (COALS)

A package to download and preprocess a Wikipedia dump, in any language.

Foundations of Modern NLP

Noun Compositionality Detection Using Distributional Semantics for the Russian Language

bachelors thesis

Exploration of NLP tasks including similarity measures, onomasiological research, valence theory, segmentation, topic modeling, and concept analysis.

Using distibuctional semantics (word2vec family algorithms and the CADE framework) to learn word embeddings from the Italian literary corpuses we generated.

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.

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

Extraction and Interpretation of Phrases

This repository hosts materials from the Bertinoro International Spring School 2024 course

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

LexiExp -- Free open source sentiment lexicon expansion script

Pretrained word and multi-sense embeddings for Estonian

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

Python API Wrapper for JoBimText