so2jia

am-i-compositional

ARC

The Abstraction and Reasoning Corpus

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

bachelor-thesis-code

Bachelor Thesis on Neural Network Metaphor Detection

bert

TensorFlow code and pre-trained models for BERT

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, XLNet, and RoBERTa)

bivec

Train bilingual embeddings as described in our NAACL 2015 workshop paper "Bilingual Word Representations with Monolingual Quality in Mind". Besides, it has all the functionalities of word2vec with added features and code clarity. See README for more info.

Bridge

Making a bridge between NLP models and Brain data

CrossLingualELMo

Cross-Lingual Alignment of Contextual Word Embeddings

DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

diagnnose

DynamicWord2Vec

Dynamic Word Embeddings for Evolving Semantic Discovery code.

eigenvector-analysis

Code for "Interpreting Word Embeddings with Eigenvector Analysis" https://openreview.net/forum?id=rJfJiR5ooX.

EmbodiedCNN-Speech

Embodied approach for Recognizing Spoken Digits from the Google Tensorflow Speech Commands datasets

espeak-ng

eSpeak NG is an open source speech synthesizer that supports 107 languages and accents.

ETM

Topic Modeling in Embedding Spaces

Feature2Vec

Code used in the paper, Feature2Vec: Distributional semantic modelling of human property knowledge

interpret

Fit interpretable machine learning models. Explain blackbox machine learning.

Interpretibility-Of-Word-Embeddings

LRP_for_LSTM

Layer-wise Relevance Propagation (LRP) for LSTMs

MultivarCon

Multivariate connectivity analysis simulations for fMRI/MEEG

MultiWE

Learning multimodal word embeddings from youtube video data

Neural_Decoding

A python package that includes many methods for decoding neural activity

nn-decoding

Brain decoding/encoding with neural network language models

Number_and_syntax_units_in_LSTM_LMs

personality-insights

structural-probes

Codebase for testing whether hidden states of neural networks encode discrete structures.

tensorflow

An Open Source Machine Learning Framework for Everyone

topic-coherence-sensitivity

Code to compute topic coherence for several topic cardinalities and aggregate scores across them

topic2vec