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2019-autumn-recruitment-experience

2019届秋招面经集合

ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

bert-tensorflow-pytorch-spacy-conversion

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

chaotbot_corpus_chinese

中文公开聊天语料库

chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

chatbot_seq2seq

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

chinese-pretrained-xlnet

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

colbert

ColBERT: Contextualized Late Interaction over BERT (code for SIGIR'20 paper)

fasthan

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方便。

gan_ssn

GAN for Dialogue generation

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gpt-2

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

gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

gpt2-ml

GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型

hran

The inplementation of Hierarchical Recurrent Attention Network

hred-tensorflow

Tensorflow implementation of HRED (Hierarchical Recurrent Encoder-decoder).

hvmn

latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

multiturndialogzoo

Multi-turn dialogue baselines written in PyTorch

nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

opennre

An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

sentence-similarity

对四种句子/文本相似度计算方法进行实验与比较

trie

Data structure and relevant algorithms for extremely fast prefix/fuzzy string searching in Python.

ubuntu-ranking-dataset-creator

A script that creates train, valid and test datasets for the ranking task from Ubuntu corpus dialogs.

vhred

A tensorflow implementation of VHRED(A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues)

wikipedia-category-tree

This is a python program which will generate category tree with the root as given category.