ai-agent

Baidu Relation Extraction

Name: Baidu Relation Extraction
Author: aker218

Extract relationships with Baidu's 2020 language tech.

66 stars7 forksJupyter NotebookGuide quality 8/10Updated 9/21/2020100% free · open source

What it does

This tool extracts relationships from Chinese text based on the 2020 Baidu Language and Intelligent Technology Competition Relation Extraction task.

When to use it

•When you need to identify relationships between entities in Chinese text data
•For natural language processing tasks that require understanding entity relationships in Chinese
•To improve the accuracy of your Chinese text analysis models with relation extraction capabilities

Ready-to-paste prompt

Run `python run.py --task REL --do_eval --do_lower_case --data_dir ./data --bert_model bert-base-chinese --output_dir ./outputs --input_text '中国的首都是北京。'` to extract relationships from the input text

Heads up: Make sure you have the correct version of Python (3.8 or later) and the necessary Chinese language processing libraries installed, as the model relies on these to function correctly

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/baidu-2020-language-and-intelligent-technology-competition && curl -fsSL https://workflowstacks.com/api/skills/baidu-2020-language-and-intelligent-technology-competition/claude-skill -o ~/.claude/skills/baidu-2020-language-and-intelligent-technology-competition/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Baidu Relation Extraction works

Codeflow

Free to inspect

Baidu Relation Extraction is mostly documents (5 doc files, 5 small scripts) — something you read, not something you run. There is nothing to install. Last commit 73 months ago, no license file.

Size

Mostly documents

5 documents · 5 small scripts · 2 min skim

Setup

Nothing to install

A course / notebook collection. Read it; run cells if you like.

Runs on

Nowhere — you read it

A reading resource, not a program.

Jupyter Notebook 92%Python 8%

Where to start reading

1
README.md
Start here — what it does and how to install it

What's in each folder

rel_extract/dataset/Data files10 files

rel_extract/conlleval.py-master/Folder4 files

rel_extract/middle_data/Folder1 files

rel_extract/.ipynb_checkpoints/Tool / agent settings9 files

READMEHas testsDocumentedNo licenseLast update 73 mo ago

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/baidu-2020-language-and-intelligent-technology-competition && curl -fsSL https://workflowstacks.com/api/skills/baidu-2020-language-and-intelligent-technology-competition/claude-skill -o ~/.claude/skills/baidu-2020-language-and-intelligent-technology-competition/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

aker218

Language

Jupyter Notebook