Ming Zhu's starred repositories

fastai

The fastai deep learning library

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transformer-lm

Transformer language model (GPT-2) with sentencepiece tokenizer

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gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

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nlp_tutorial

NLP超强入门指南,包括各任务sota模型汇总(文本分类、文本匹配、序列标注、文本生成、语言模型),以及代码、技巧

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wiki-detox

See https://meta.wikimedia.org/wiki/Research:Modeling_Talk_Page_Abuse

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Debiased-Chat

A PyTorch Implementation of the EMNLP 2020 paper "Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning"

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gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

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gpt2bot

Your new Telegram buddy powered by transformers

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gdown.pl

Google Drive direct download of big files

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PPCM

Plug-and-Play Conversational Models

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unlikelihood_training

Neural Text Generation with Unlikelihood Training

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models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

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ConvoKit

ConvoKit is a toolkit for extracting conversational features and analyzing social phenomena in conversations. It includes several large conversational datasets along with scripts exemplifying the use of the toolkit on these datasets.

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cotk

Conversational Toolkit. An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation

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degen

Official Repository for "The Curious Case of Neural Text Degeneration"

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deep-latent-sequence-model

Pytorch implementation of "A Probabilistic Formulation of Unsupervised Text Style Transfer" by He. et. al. at ICLR 2020

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GPT2-chitchat

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI**)

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TG-Reading-List

A text generation reading list maintained by Tsinghua Natural Language Processing Group.

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PEC

This is the repo for our work "Towards Persona-Based Empathetic Conversational Models" (EMNLP 2020)

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context_toxicity

Toxicity Detection in Context: Assuming that the comment exists in a thread and that the parent comment or/and the discussion topic are enough context provided to humans/systems detecting toxicity.

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MultiTurnDialogZoo

Multi-turn dialogue baselines written in PyTorch

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simpletransformers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

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toward-controlled-generation-of-text-pytorch

A PyTorch Implementation of "Toward Controlled Generation of Text"

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awesome-nlg

A curated list of resources dedicated to Natural Language Generation (NLG)

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