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Tao Lin's Projects

depccg icon depccg

A* CCG Parser with a Supertag and Dependency Factored Model

dialog_corpus icon dialog_corpus

用于训练中英文对话系统的语料库 Datasets for Training Chatbot System

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》原书中的MXNet代码实现改为PyTorch实现。

embfile icon embfile

A package for reading/writing files containing pre-trained word embeddings and building "embedding matrices".

ernie icon ernie

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

ernie-1 icon ernie-1

Accessible BERT-based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

fasttext icon fasttext

Library for fast text representation and classification.

flair icon flair

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

flaml icon flaml

A fast and lightweight AutoML library.

fnlp icon fnlp

中文自然语言处理工具包 Toolkit for Chinese natural language processing

framenet icon framenet

Package for reading in FrameNet data and performing operations on it, such as creating ECG grammars.

glove icon glove

GloVe model for distributed word representation

gramformer icon gramformer

A framework for detecting, highlighting and correcting grammatical errors on natural language text.

hanlp icon hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁

haystack icon 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.

img2vec icon img2vec

:fire: Use pre-trained models in PyTorch to extract vector embeddings for any image

imodels icon imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

information-extraction-chinese icon information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

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