From Text To Tables: Why Structured Data Is AI’s Next $600B Frontier

Tabular foundation models are the next major unlock for AI adoption, especially in industries sitting on massive databases of ...
IEEE

StAR: Learning on Text-Attributed Graphs with Structure-Aware Rationales

Abstract: In recent years, the integration of Large Language Models (LLMs) with graph neural networks (GNNs) has opened new avenues in handling Text-Attributed Graphs (TAGs). This paper presents a ...
GitHub

A text-guided diffusion model for crystal structure generation

Chemeleon is a text-guided diffusion model designed for crystal structure generation. The tool allows users to explore and generate crystal structures either through natural language descriptions or ...
GitHub

HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieval Results in RAG Systems

We propose HtmlRAG, which uses HTML instead of plain text as the format of external knowledge in RAG systems. To tackle the long context brought by HTML, we propose Lossless HTML Cleaning and Two-Step ...
Inc

The Structure of This Sentence Is a Dead Giveaway That AI Wrote It

But what if the biggest giveaway that a text was written by AI isn’t a word, phrase, or punctuation mark, but a particular sentence structure instead? The idea that certain rhythms of sentences might ...