Beast code in Giters

Jesse Woellhof's starred repositories

MUPPET

Code for the paper "multi-hop paragraph retrieval for open-domain question answering"

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DeepMoji

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

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LeakGAN

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

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TextGAN-PyTorch

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

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pytorch-generative-model-collections

Collection of generative models in Pytorch version.

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Transformer-SeqGAN-PyTorch

Transformer Based SeqGAN for Language Generation

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language-style-transfer

Reimplementation of NLP Style Transfer from Non-parallel Text with Adversarial Alignment (https://arxiv.org/abs/1705.09655)

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awesome-text-generation

A curated list of recent models of text generation and application

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pytorch-openai-transformer-lm

A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

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plato-research-dialogue-system

This is the Plato Research Dialogue System, a flexible platform for developing conversational AI agents.

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art-DCGAN

Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

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latext-gan

Implementation of "Adversarial Text Generation without Reinforcement Learning"

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InferSent

InferSent sentence embeddings

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potter

Using NLTK to run an analysis on the Harry Potter corpus - different versions of this talk were given at Codeland in NYC and DjangoCon US in San Diego in 2018.

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Game-of-thrones-analysis

Analysis of GoT dialogues using NLP techniques.

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hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

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gpt-2-Pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

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graphbrain

Language, Knowledge, Cognition

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scattertext

Beautiful visualizations of how language differs among document types.

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holmes-extractor

Information extraction from English and German texts based on predicate logic

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rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

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