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ccks-2020

CCKS 2020：新冠知识图谱构建与问答评测（四）新冠知识图谱问答评测

chinese-xlnet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

consert

Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

convlab

DSTC8 Track 1 Task 1 End-to-End Multi-Domain Dialog Challenge Result:

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

face-anti-spoofing-based-on-color-texture-analysis

face-recognition

include video frame extraction, anti spoofing, face recognition

few_shot_dialogue_generation

Dialogue Knowledge Transfer Networks (DiKTNet)

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

grtr

Generative Retrieval Transformer

insightface

Face Analysis Project on MXNet

leetcode_solution

magic-nlper

关于机器学习，深度学习，自然语言处理等各种算法的实现、示例，与博客文章配套，论文复现等

neuraldialog-laed

PyTorch implementation for Interpretable Dialog Generation ACL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

prosody

Helsinki Prosody Corpus and A System for Predicting Prosodic Prominence from Text

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

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

rasa_chatbot

基于rasa_nlu，rasa_core，rasa_core_sdk构建的聊天机器人

rat-sql

A relation-aware semantic parsing model from English to SQL

recommendersystem

seq2struct

silent-face-anti-spoofing

静默活体检测（Silent-Face-Anti-Spoofing）

simcse

SimCSE: Simple Contrastive Learning of Sentence Embeddings

simcse-1

SimCSE在中文任务上的简单实验

textmatch

基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）