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pytext

A natural language modeling framework based on PyTorch

transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

DeepMoji

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

torchMoji

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

sumeval

Well tested & Multi-language evaluation framework for text summarization.

language-style-transfer

trade-dst

Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743

TensorFlow-Summarization

Mem2Seq

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

menpo

A statistical modelling toolkit, providing all the tools required to build, fit, visualize, and test deformable models.

Universal-Transformer-Pytorch

Implementation of Universal Transformer in Pytorch

NATS

Neural Abstractive Text Summarization with Sequence-to-Sequence Models

DepecheMood

High-coverage and high-precision lexica of terms annotated with emotion scores for English and Italian.

PAML

Personalizing Dialogue Agents via Meta-Learning

dialogue-emotion

Hierarchical Attention for Dialogue Emotion Classification (SemEval, NAACL)

sacred-example-pytorch

Some example code that shows you how to use Sacred in a full Pytorch project.

emo2vec_wassa_paper

text-cleaner

simple text preprocessing tool

semeval-2020-task-7-humicroedit

Code to run baseline experiments and evaluation scripts for the two sub-tasks in SemEval 2020 Task 7.

eigenvector-analysis

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