NLP Platform

A suite of tools designed by Asahi's Laboratory to accelerate research in Material Science.

Integrating NLP to Accelerate Materials Science

Our laboratory aims to create key materials for solving energy and environmental problems.

While data-driven materials informatics is expected to accelerate the discovery of innovative materials, obtaining the necessary big data is not easy. By combining the deductive predictions of physical chemistry with advanced NLP, we are exploring new methods to bridge the gap between theoretical calculations and practical, industrial implementation.

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A Comprehensive NLP Toolkit for Materials Science

Our platform integrates state-of-the-art AI to transform scientific literature into structured, actionable knowledge.

1. Intelligent Extraction

Analyze full-text articles to extract text, tables, figures, and AI-generated insights.

Open Tool
2. Manage RAG Databases

Create, append, and manage vector databases from your source documents for use with LLMs.

Manage Databases
3. LLM Chat

Interact with Large Language Models, augmented with your custom knowledge bases (RAG).

Open Chat
4. Benchmark Generation

Systematically generate evaluation benchmarks from scientific articles for model testing.

Open Tool
5. Benchmark Scoring

Evaluate and score language models against generated benchmarks to compare AI performance.

Open Tool
6. Slot Extraction

Convert entity relationships from `.ann` files into a structured `.csv` table format.

Open Tool
7. Table Extraction

Detect and decompose tables from HTML articles, converting them to structured CSV data.

Open Tool
8. DyIGE Extraction

Utilize advanced models like DyGIE to extract complex relationships from scientific text.

Open Tool
9. Data Annotation

Manually annotate text with Brat, accelerated by default annotations from CDE 2.0.

Open Tool
10. Property Parser

Generate new ChemDataExtractor parsers from your data to support novel material properties.

Open Tool
11. Fuel Cell Dataset

Access and explore a curated dataset of fuel cell metrics extracted from scientific literature.

View Dataset
12. Semantic Vector Search

Select a correspondence database & perform semantic search for figures, tables, article chunks.

Open Tool

Unlock the Tools

Create an authorized account to go from exploration to execution. Gain the ability to:

Upload & Process Your Own Data

Analyze your own articles, generate custom benchmarks, and build private knowledge bases tailored to your specific research needs.

Save & Manage Your Work

Save your chat sessions, manage benchmark scores, and curate your own datasets, all tied securely to your personal account.

Collaborate & Contribute

Participate in a collaborative environment, provide valuable feedback, and contribute to a growing platform for materials science.

Register (Authorized person only in current)

Have Questions?

We welcome inquiries about our platform. If you'd like to learn more about our services or discuss authorization for registration, please get in touch.

A copy of your inquiry will be sent to your email address.