BASES: Large-scale Web Search User Simulation with Large Language Model based Agents

no code implementations • 27 Feb 2024 • Ruiyang Ren, Peng Qiu, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Hua Wu, Ji-Rong Wen, Haifeng Wang

Due to the excellent capacities of large language models (LLMs), it becomes feasible to develop LLM-based agents for reliable user simulation.

Information Retrieval Language Modelling +3

Cell Spatial Analysis in Crohn's Disease: Unveiling Local Cell Arrangement Pattern with Graph-based Signatures

no code implementations • 20 Aug 2023 • Shunxing Bao, Sichen Zhu, Vasantha L Kolachala, Lucas W. Remedios, Yeonjoo Hwang, Yutong Sun, Ruining Deng, Can Cui, Yike Li, Jia Li, Joseph T. Roland, Qi Liu, Ken S. Lau, Subra Kugathasan, Peng Qiu, Keith T. Wilson, Lori A. Coburn, Bennett A. Landman, Yuankai Huo

This analysis is based on data collected at the two research institutes.

Density Estimation

Polycraft World AI Lab (PAL): An Extensible Platform for Evaluating Artificial Intelligence Agents

no code implementations • 27 Jan 2023 • Stephen A. Goss, Robert J. Steininger, Dhruv Narayanan, Daniel V. Olivença, Yutong Sun, Peng Qiu, Jim Amato, Eberhard O. Voit, Walter E. Voit, Eric J. Kildebeck

We present the Polycraft World AI Lab (PAL), a task simulator with an API based on the Minecraft mod Polycraft World.

Information topology identifies emergent model classes

1 code implementation • 22 Sep 2014 • Mark K. Transtrum, Gus Hart, Peng Qiu

We introduce Information Topology in analogy with information geometry as characterizing the "abstract model" of which statistical models are realizations.

Data Analysis, Statistics and Probability Materials Science Statistics Theory Statistics Theory