Weitang Liu

awesome-pretrained-chinese-nlp-models. Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

BERT-NER-Pytorch. Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

Bert-Multi-Label-Text-Classification. This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

albert_pytorch. A Lite Bert For Self-Supervised Learning Language Representations

NeZha_Chinese_PyTorch. NEZHA: Neural Contextualized Representation for Chinese Language Understanding

lookahead_pytorch. pytorch implement of Lookahead Optimizer

TorchBlocks. A PyTorch-based toolkit for natural language processing

daguan_2019_rank9. datagrand 2019 information extraction competition rank9

Deep_Learning_For_Computer_Vision_With_Python. Deep Learning For Computer Vision With Python

BiLSTM-CRF-NER-PyTorch. This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.

BERT-chinese-text-classification-pytorch. This repo contains a PyTorch implementation of a pretrained BERT model for text classification.

electra_pytorch. ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

CLUE_pytorch. CLUE baseline pytorch CLUE的pytorch版本基线

MobileBert_PyTorch. MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices

BERT-Attribute-Value-Extract. A Pytorch implementation of "Scaling Up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title" (ACL 2019).

ERNIE-text-classification-pytorch. This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

multi-sample_dropout_pytorch. a simple pytorch implement of Multi-Sample Dropout

BERT-SDA. A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation"

chinese-word2vec-pytorch. word2vec implementation for skip-gram in pytorch

bert-sentence-similarity-pytorch. This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.

label_smoothing_pytorch. pytorch implement of Label Smoothing

NovoGrad-pytorch. pytorch implement of NovoGrad Optimizer

EvoNorms_PyTorch. Evolving Normalization-Activation Layers

cw2vec-pytorch. cw2vec implementation in pytorch

train-bert-pytorch. Python

knowledge-driven-dialogue-lic2019-rank5. 2019语言与智能技术竞赛第5名方案

Chatbot_CN. 基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

2021-GAIIC-Track1-idea. 全球人工智能技术创新大赛【赛道一】

pytorch_fashionMNIST_practice. 使用pytorch进行图像训练的模板

keras_learning. Jupyter Notebook

lonePatient.github.io. HTML

Contextual-Chinese-Strokes-Embeddings. Implementation of the language model for Contextual chinese strokes Embeddings with PyTorch

kaggle-camera-model-identification. IEEE's Signal Processing Society - Camera Model Identification

tensorflow-eager-examples. Examples of Eager Execution in tensorflow

KG-demo-for-movie. 从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。

deep-learning-papers-translation. 深度学习论文翻译，包括分类论文，检测论文等

char-cnn-text-classification. This repo contains a PyTorch implementation of a char-level CNN model for text classification.

Kaggle_Buddy. useful function I often used in kaggle competition

nlp_course. YSDA course in Natural Language Processing

transformers. 🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

Seminar-Materials. 组会ppt与论文--每一次的精心准备都值得留下记录😛

chineseGLUE. Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

Kaggle_Reuse_Code. Reuse Kaggle code

entity_recoginition_deep_learning. Python

over9000. Over9000 optimizer