cover

Evaluating TnT-LLM Text Classification: Human Agreement and Scalable LLM Metrics

19 Apr 2025

We evaluate TnT-LLM's text classification using human annotation agreement and scalable LLM-based metrics for accuracy and performance at scale.

cover

Evaluating TnT-LLM: Automatic, Human, and LLM-Based Assessment

19 Apr 2025

Due to the unsupervised nature of the problem we study and the lack of a benchmark standard, performing quantitative evaluation on end-to-end taxonomy generatio

cover

A New AI Tool Builds Knowledge Graphs So Good, They Could Rewire Scientific Discovery

18 Apr 2025

This paper presents a new AI-powered knowledge graph that organizes real-world materials science research into an accessible, searchable database.

cover

Scientists Built a Smarter, Sharper Materials Graph by Teaching AI to Double-Check Its Work

18 Apr 2025

This paper presents a new AI-powered knowledge graph that organizes real-world materials science research into an accessible, searchable database.

cover

AI Model Reads Thousands of Studies, Nails Battery Science Better Than Expected

18 Apr 2025

This paper presents a new AI-powered knowledge graph that organizes real-world materials science research into an accessible, searchable database.

cover

Scientists Built a Knowledge Graph for Materials—And You Can Actually Use It

18 Apr 2025

This paper presents a new AI-powered knowledge graph that organizes real-world materials science research into an accessible, searchable database.

cover

Scientists Built a Smart Filter for Science Papers—and It’s Cleaning Up the Data Chaos

18 Apr 2025

This paper presents a new AI-powered knowledge graph that organizes real-world materials science research into an accessible, searchable database.

cover

This AI Doesn’t Just Skim Scientific Papers—It Tags, Sorts, and Explains Them Too

18 Apr 2025

This paper presents a new AI-powered knowledge graph that organizes real-world materials science research into an accessible, searchable database.

cover

This AI Reads Science Papers Like a Pro, Even When Humans Can’t Agree on the Words

18 Apr 2025

This paper presents a new AI-powered knowledge graph that organizes real-world materials science research into an accessible, searchable database.