UCL Natural Language Processing

stat-nlp-book

Interactive Lecture Notes, Slides and Exercises for Statistical NLP

emoji2vec

emoji2vec: Learning Emoji Representations from their Description

jack

Jack the Reader

egal

easy drawing in jupyter

torch-imle

Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions

fakenewschallenge

UCL Machine Reading - FNC-1 Submission

pycodesuggest

Learning to Auto-Complete using RNN Language Models

cqd

Continuous Query Decomposition for Complex Query Answering in Incomplete Knowledge Graphs

ntp

End-to-End Differentiable Proving

d4

Differentiable Forth Interpreter

low-rank-logic

Code for Injecting Logical Background Knowledge into Embeddings for Relation Extraction

inferbeddings

Injecting Background Knowledge in Neural Models via Adversarial Set Regularisation

gntp

ctp

Conditional Theorem Proving

EMAT

Efficient Memory-Augmented Transformers

stat-nlp-book-scala

Interactive book on Statistical NLP

simpleNumericalFactChecker

Fact checker for simple claims about statistical properties

adversarial-nli

Code and data for the CoNLL 2018 paper "Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge."

acl2015tutorial

Moro files for the ACL 2015 Tutorial on Matrix and Tensor Factorization Methods for Natural Language Processing

numerate-language-models

fever

FEVER Workshop Shared-Task

APE

Adaptive Passage Encoder for Open-domain Question Answering

bibtex

BibTeX files

eqa-tools

Tools for Exam Question Answering

insuranceQA

softconf-start-sync

Softconf START sync, tool for Google Sheets

ai4exams

Hub for anything related to AI evaluations based on exams and other tests

NumberMatrixCompletion

OUT-OF-DATE: Repository for the number matrix completion for freebase data on statistical regions

skyline

terpret_problem

A simple demonstration of the "Terpret" problem, in which gradient descent fails.