Search Results for author: Bill Qian

Found 2 papers, 2 papers with code

BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models

1 code implementation • 31 Aug 2023 • Xiangru Tang, Bill Qian, Rick Gao, Jiakang Chen, Xinyun Chen, Mark Gerstein

This is evident from the performance gain of GPT-3. 5/4 compared to the smaller models on our benchmark (50% vs. up to 25%).

Code Generation

Paper
Code

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

1 code implementation • 31 Jul 2023 • Yujia Qin, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Lauren Hong, Runchu Tian, Ruobing Xie, Jie zhou, Mark Gerstein, Dahai Li, Zhiyuan Liu, Maosong Sun

Based on ToolBench, we fine-tune LLaMA to obtain an LLM ToolLLaMA, and equip it with a neural API retriever to recommend appropriate APIs for each instruction.

Ranked #3 on Trajectory Planning on ToolBench

Trajectory Planning Zero-shot Generalization

4,510

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.