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counterix

Generating count-based Distributional Semantic Models

dissect

eacl2017-oodframenetsrl

Implementation of a simple frame identification approach (SimpleFrameId) described in the paper "Out-of-domain FrameNet Semantic Role Labeling"

embeddix

A general purpose toolkit for word embeddings

entropix

Entropy, Zipf's law and distributional semantics

extrinsic-evaluation-tasks

A suite of tasks for extrinsic evaluation of word embedding models.

extrinsix

Extrinsic evaluation of word embeddings

ldt

logpath

A simple module to get a custom node.js app log dir path across platforms

mateplus

Extension of the mate-tools NLP pipeline

matrixor

Matrix transformation in Python

myvalencer

A valence patterns search engine for FrameNet

noframenet

A set of scripts to import FrameNet XML data to a MongoDB database

noframenet-core

A set of Mongoose models and utils for handling FrameNet data on a MongoDB database

nonce2vec

Incremental learning of word embeddings with context informativeness

open-sesame

A frame-semantic parsing system based on a softmax-margin SegRNN.

ortografix

Seq2seq model with attention for automatic orthographic simplification

pathlstm

Neural SRL model

pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

pyfn

A python module to process data for Frame Semantic Parsing

randomix

Generate random numpy vectors

repeval-2016

semafor

semafor-eval

Semafor code-base and extensions

sequence-labeling

A repository for performing NER, POS tagging and Chunking using the CoNLL-2003 dataset using a simple window based concatenation of word embeddings.

valencer

A REST API to query valence patterns in FrameNet

vim-akb-config

My VIM config

wikiextractor

A tool for extracting plain text from Wikipedia dumps

witokit

A Python toolkit to generate a tokenized dump of Wikipedia for NLP

word2vec

Re-implementation of Word2Vec using Tensorflow v2 Estimators and Datasets