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Aligning Large Language Models on Information Extraction
农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策
这里用来存储做人工智能项目的代码和参加数据挖掘比赛的代码
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
中文命名实体识别。包含目前最新的中文命名实体识别论文、中文实体识别相关工具、数据集,以及中文预训练模型、词向量、实体识别综述等。
收集和梳理垂直领域的开源模型、数据集及评测基准。
整理知识图谱相关学习资料
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
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
中文医学NLP公开资源整理:术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc
使用bert进行关系三元组抽取。
Reimplement CasRel model in PyTorch.使用PyTorch对吉林大学CasRel模型进行复现,并在百度关系抽取数据集上训练测试。
CCKS 2020: 基于本体的金融知识图谱自动化构建技术评测
一种平价的chatgpt实现方案, 基于ChatGLM-6B + LoRA
official repository for ChatIE paper and a tool of IE using ChatGPT. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and the speed/model will be slow/overloaded.)
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。
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
基于豆瓣图书的推荐、知识图谱与知识引擎简单构建neo4j
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
小型金融知识图谱构建流程
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、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报
Entity Linking repos with custom gerbil_connects code.
Chinese version of GPT2 training code, using BERT tokenizer.
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
Universal information extraction with instruction learning
Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类
Knowledge Graph,Question Answering System,基于知识图谱和向量检索的医疗诊断问答系统
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
KgCLUE: 大规模中文开源知识图谱问答
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An Open Source Machine Learning Framework for Everyone
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Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
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We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.