Are LTMs the Next LLMs? This New Type of AI Can Do What Large-Language Models Can’t

Fundamental, which just closed a $225 million funding round, develops ‘large tabular models’ for structured data like tables and spreadsheets.

These Mathematicians Are Putting A.I. to the Test

Large language models struggle to solve research-level math questions. It takes a human to assess just how poorly they ...
GitHub

VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction

VLM-3R is a unified Vision-Language Model (VLM) framework integrating 3D reconstructive instruction tuning for deep spatial understanding from monocular video. The rapid advancement of Large ...
Journal of Medical Internet Research

Applications of Federated Large Language Model for Adverse Drug Reactions Prediction: Scoping Review

Additionally, client models trained on the edge device can be merged into a global model on the server, preserving data privacy. Results: Natural Language Processing (NLP) technologies underpinning ...
IEEE

Consistent Graph Model Generation with Large Language Models

Abstract: Graph model generation from natural language requirements is an essential task in software engineering, for which large language models (LLMs) have become increasingly popular. A key ...
IEEE

Leveraging Large Language Model for Enhanced Text-to-SQL Parsing

Abstract: Text-to-SQL conversion, the process of generating SQL queries from natural language input, has gained significant attention due to its potential to simplify database interaction. Although ...
Microsoft

OptiMind: A small language model with optimization expertise

Enterprises across industries, from energy to finance, use optimization models to plan complex operations like supply chains and logistics. These models work by defining three elements: the choices ...
GitHub

Awesome Diffusion Language Models

[7 Jan 2023] ROIC-DM: Robust Text Inference and Classification via Diffusion Model ...