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
☆7,506Aug 24, 2022Updated 3 years ago
Alternatives and similar repositories for NLP_ability
Users that are interested in NLP_ability are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 主要是我是日常看过的不错的文章的资源汇总，方便自己也分享给大家。有些我看过的，就会做简单的解读，没看过的，就先罗列一下，然后之后看了把解读更新上；涉及到搜索/推荐/自然语言处理。☆1,758Jun 3, 2021Updated 5 years ago
- 该仓库主要记录 NLP 算法工程师相关的面试题☆2,763Apr 12, 2022Updated 4 years ago
- 该仓库主要记录 NLP 算法工程师相关的面试题☆2,583Oct 10, 2023Updated 2 years ago
- 该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记☆4,030Aug 18, 2023Updated 2 years ago
- 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。☆17,741Jan 9, 2026Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Natural Language Processing Tutorial for Deep Learning Researchers☆14,910Feb 21, 2024Updated 2 years ago
- Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）☆10,217Apr 19, 2026Updated 2 months ago
- 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☆2,241Aug 29, 2023Updated 2 years ago
- 复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！☆2,804Apr 4, 2026Updated 2 months ago
- DeepIE: Deep Learning for Information Extraction☆1,938Dec 9, 2022Updated 3 years ago
- LLM、Agent上手教程☆6,453Jun 23, 2026Updated last week
- 100+ Chinese Word Vectors 上百种预训练中文词向量☆12,229Oct 30, 2023Updated 2 years ago
- NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），以及代码、技巧☆1,833Oct 16, 2022Updated 3 years ago
- keras implement of transformers for humans☆5,419Nov 11, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 搜索所有中文NLP数据集，附常用英文NLP数据集☆4,456Nov 21, 2022Updated 3 years ago
- 中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。☆5,733Sep 23, 2020Updated 5 years ago
- 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…☆81,543May 10, 2024Updated 2 years ago
- A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型☆3,981Nov 21, 2022Updated 3 years ago
- 专门为自然语言处理(NLP)面试准备的学习笔记与资料☆351Nov 21, 2020Updated 5 years ago
- Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)☆2,243Mar 11, 2023Updated 3 years ago
- 一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda☆1,880Mar 18, 2025Updated last year
- 中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。☆4,600Nov 21, 2023Updated 2 years ago
- Bert源码阅读与讲解(Pytorch版本)-以BERT文本分类代码为例子☆665Nov 24, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 中文语言理解 测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard☆4,270Feb 6, 2026Updated 4 months ago
- 大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP☆9,905Feb 6, 2026Updated 4 months ago
- 预训练语言模型综述☆545Mar 25, 2020Updated 6 years ago
- 使用Bert，ERNIE，进行中文文本分类☆4,446Jun 28, 2024Updated 2 years ago
- Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo☆3,112May 9, 2024Updated 2 years ago
- 北京航空航天大学大数据高精尖中心自然语言处理研究团队开展了智能问答的研究与应用总结。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TableQA）、基于视觉的问答系统（VisualQA）和机器阅读理解（MRC）等，每类任务分别对…☆1,813Apr 6, 2023Updated 3 years ago
- 推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/☆7,180Updated this week
- MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML…☆2,654Oct 18, 2022Updated 3 years ago
- 此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。☆1,399Aug 25, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆162,179Updated this week
- 《Pytorch模型训练实用教程》中配套代码☆8,018Jan 4, 2025Updated last year
- pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，Qwen2.5等模型应用在纠错场景，开箱即用。☆6,478Jun 4, 2026Updated 3 weeks ago
- 搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。☆6,575Jan 29, 2019Updated 7 years ago
- HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。☆2,266Jan 9, 2026Updated 5 months ago
- 本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）☆24,604Jun 25, 2026Updated last week
- 数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路☆4,748Updated this week