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🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…
Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识,包括面试题,各种基础知识,工程能力等等,提升核心竞争力
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
keras implement of transformers for humans
Model interpretability and understanding for PyTorch
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
🎥 Python and OpenCV-based scene cut/transition detection program & library.
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
Multi-Task Deep Neural Networks for Natural Language Understanding
收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴(当前赛事、往期赛事、训练赛)、NLP会议时间、常用自媒体、GPU推荐等,持续更新中
A PyTorch Library for Multi-Task Learning
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
DeepIE: Deep Learning for Information Extraction
Must-read Papers on Textual Adversarial Attack and Defense
Pre-trained Chinese ELECTRA(中文ELECTRA预训练模型)
该项目是基于医疗领域知识图谱的问答系统。实现比较简单。
Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。