GitHub

Gorilla: Large Language Model Connected with Massive APIs

Gorilla enables LLMs to use tools by invoking APIs. Given a natural language query, Gorilla comes up with the semantically- and syntactically- correct API to invoke. With Gorilla, we are the first to ...

AI helps find trees in a forest: Researchers achieve 3D forest reconstruction from remote sensing data

Existing algorithms can partially reconstruct the shape of a single tree from a clean point-cloud dataset acquired by ...

These ancient designs may be the first evidence of humans doing math

Images of plants painted on pottery made up to 8,000 years ago may be the earliest example of humans’ mathematical thought, a study has found.
IEEE

Post-Incorporating Code Structural Knowledge into Pretrained Models via ICL for Code Translation

Abstract: Code translation migrates codebases across programming languages. Recently, large language models (LLMs) have achieved significant advancements in software mining. However, handling the ...
IEEE

A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL

Abstract: Text-to-SQL is the task of converting a natural language utterance plus the corresponding database schema into a SQL program. The inputs naturally form a heterogeneous graph while the output ...