Large language models are zero shot hypothesis proposers

B Qi, K Zhang, H Li, K Tian, S Zeng, ZR Chen… - arxiv preprint arxiv …, 2023 - arxiv.org
Significant scientific discoveries have driven the progress of human civilisation. The
explosion of scientific literature and data has created information barriers across disciplines …

AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning

S Wu, S Zhao, Q Huang, K Huang… - Advances in …, 2025 - proceedings.neurips.cc
Large language model (LLM) agents have demonstrated impressive capabilities in utilizing
external tools and knowledge to boost accuracy and reduce hallucinations. However …

VSCuda: LLM based CUDA extension for visual studio code

B Chen, N Mustakin, A Hoang, S Fuad… - … of the SC'23 Workshops of …, 2023 - dl.acm.org
The CUDA programming language has developed to constantly accommodate new
functionalities since its introduction. For beginners in particular, it is already difficult to …

Api pack: A massive multi-programming language dataset for api call generation

Z Guo, AM Soria, W Sun, Y Shen, R Panda - arxiv preprint arxiv …, 2024 - arxiv.org
We introduce API Pack, a massive multi-programming language dataset containing over one
million instruction-API calls for improving the API call generation capabilities of large …