kevinalexmathews

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

bert

TensorFlow code and pre-trained models for BERT

BERT-pytorch

Google AI 2018 BERT pytorch implementation

conceptnet5

Code for building ConceptNet from raw data.

deep-learning-language-model

A Code Pattern focusing on how to train a machine learning language model while using Keras and Tensorflow

end2end_neural_el

entity_knowledge_in_bert

This repository contains the code for the CONLL 2019 paper "Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking". The code is provided as a documentation for the paper and also for follow-up research.

Extracting-Ontological-Knowledge

Extracting Ontological Knowledge from Textual Descriptions through Grammar-based Transformation

fastText.py

A Python interface for Facebook fastText

figer

Fine-Grained Entity Recognizer

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

kevinalexmathews.github.io

Build a Jekyll blog in minutes, without touching the command line.

lxmls-toolkit

Machine Learning applied to Natural Language Processing Toolkit used in the Lisbon Machine Learning Summer School

metaphor

Metaphor classification for verbs and content words

metaphor-in-context

Code for the paper "Neural Metaphor Detection in Context"

metaphor_mwe

Code related to the ACL 2020 paper "Verbal Multiword Expressions for Identification of Metaphor"

Minimalist-Location-Metonymy-Resolution

The code and data accompanying the ACL 2017 "outstanding award" publication "Vancouver Welcomes You! Minimalist Location Metonymy Resolution"

ModifiedKneserNey

Interpolated Kneser-Ney smoothing with an out-of-vocabulary correction and discount estimated from training data

Multi-Hop-Knowledge-Paths-Human-Needs

Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs

naacl_flp_st

System used in the NAACL 2018 Shared Task on Metaphor Detection

python-igraph

Python interface for igraph

pytorch-pretrained-BERT

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

seqeval

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

SP-10K

SpellCheck

English Spelling Checker

stanford-corenlp

Python wrapper for Stanford CoreNLP.