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nipi64310's Projects

elmoformanylangs

Pre-trained ELMo Representations for Many Languages

event-extraction

近年来事件抽取方法总结，包括中文事件抽取、开放域事件抽取、事件数据生成、跨语言事件抽取、小样本事件抽取、零样本事件抽取等类型，DMCNN、FramNet、DLRNN、DBRNN、GCN、DAG-GRU、JMEE、PLMEE等方法

faspell

2019-SOTA简繁中文拼写检查工具：FASPell Chinese Spell Checker (Chinese Spell Check / 中文拼写检错 / 中文拼写纠错 / 中文拼写检查)

finch

Deep NLP Examples in TensorFlow 深度学习与自然语言处理

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

free-programming-books

:books: Freely available programming books

gec_error_template

基于模板的文本纠错；Automatically Mining Error Templates for Grammatical Error Correction

Official implementation of the paper “GECToR – Grammatical Error Correction: Tag, Not Rewrite” // Published on BEA15 Workshop (co-located with ACL 2020) https://www.aclweb.org/anthology/2020.bea-1.16.pdf

graph-convolution-nlp

Graph Convolution Network for NLP

haystack

:mag: Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

ie-survey

北航大数据高精尖中心张日崇研究团队对信息抽取领域的调研。包括实体识别，关系抽取，属性抽取等子任务，每类子任务分别对学术界和工业界进行调研。

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones

infersent

Sentence embeddings (InferSent) and training code for NLI.

kbqa

通用kbqa，训练数据来源于ccks2018和2019，图谱数据爬取于百度百科

learning-from-imbalanced-classes

Learning From Imbalanced Classes

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lightgbm-gbdt-lr

a python code of applying GBDT+LR for CTR prediction

lightkg

基于Pytorch和torchtext的知识图谱深度学习框架。

lime

Lime: Explaining the predictions of any machine learning classifier

machine-learning-numpy

Code Machine learning models using pure Numpy

machinelearning

Machine learning algorithms implemented by pure numpy

ml_notes

机器学习算法的公式推导以及numpy实现

multimodal-toolkit

Multimodal model for text and tabular data with HuggingFace transformers as building block for text data

neuraldialogpapers

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

neurec

Next RecSys Library

nipi64310

Config files for my GitHub profile.

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

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