11 citations · 28 across the 4 of their papers we have counts for
4 papers
On the Tool Manipulation Capability of Open-source Large Language Models
Qiantong Xu, Fenglu Hong, Bo Li +3
Recent studies on software tool manipulation with large language models (LLMs) mostly rely on closed model APIs. The industrial adoption of these models is substantially constraine…
Programming Language Agnostic Mining of Code and Language Pairs with Sequence Labeling Based Question Answering
Changran Hu, Akshara Reddi Methukupalli, Yutong Zhou +2
Mining aligned natural language (NL) and programming language (PL) pairs is a critical task to NL-PL understanding. Existing methods applied specialized hand-crafted features or se…
Generating Code with the Help of Retrieved Template Functions and Stack Overflow Answers
Dawn Drain, Changran Hu, Chen Wu +2
We approach the important challenge of code autocompletion as an open-domain task, in which a sequence-to-sequence code generator model is enhanced with the ability to attend to re…
A Hierarchical Recurrent Neural Network for Symbolic Melody Generation
Jian Wu, Changran Hu, Yulong Wang +2
In recent years, neural networks have been used to generate symbolic melodies. However, the long-term structure in the melody has posed great difficulty for designing a good model.…