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主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

996.icu

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

absapapers

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

baidu-2020-language-and-intelligent-technology-competition-relation-extraction-rank15

2020语言与智能技术竞赛：关系抽取任务

bert

TensorFlow code and pre-trained models for BERT

bert-e2e-absa

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)

bert-for-absa

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

brat

brat rapid annotation tool (brat) - for all your textual annotation needs

ccks_ner

ccks2020 NER competitions

chatglm-6b

ChatGLM-6B：开源双语对话语言模型 | An Open Bilingual Dialogue Language Model

chinese-bert-wwm

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

chinese-electra

Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

cogmen

datascience-webapp-with-flask

Data Science webapp to show some of the capabilities of Flask and libraries such as sklearn, pandas, matplotlib, seaborn...

ernie

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

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

event_extraction

baidu aistudio event extraction competition

jerex

PyTorch code for JEREX: Joint Entity-Level Relation Extractor

knowledge_graph_demo

本项目用于展示三元组抽取后形成的知识图谱，包括几本小说的实体关系，以及README.md，介绍这方面的一篇文章。

langchain-glm_agent

本地知识库 + chatGLM6B + CustomAgent

langchain-llama

Reinforcement learning based pricing for demand response

lcf-atepc

codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction

lcfs-bert

The Local Context Focus Syntax-based BERT model to analyze aspect-based sentiment of product reviews on SemEval2014

lic2020_baselines

some baselines for lic2020 (http://lic2020.cipsc.org.cn/)

ltp

Language Technology Platform