#cscl

Learn more about our work in the paper: https://arxiv.org/abs/2306.10763

#arxiv #cscl #cl #ai

Hey!

Happy for my first toot to be about work on combining static analysis with Language Models (LLMs) to reduce hallucinations in generated code

A thread:
LLMs often hallucinate incorrect names, especially in private codebases.
We introduce Monitor-Guided Decoding (MGD)-guide LMs to generate compilable code with correct symbol names more reliably!

Work w/ Aditya Kanade, Navin Goyal, Shuvendu Lahiri and Sriram Rajamani at Microsoft Research

Paper: https://arxiv.org/abs/2306.10763
#arxiv #cscl #cl #ai

#introduction I have been wanting an alternative to Twitter for a long time, but this seems to be the time.

Live in Norway, did a PhD in computer supported collaborative learning #cscl #education, very interested in #pkm. Currently work at tana.inc.

Have done some experiments with Twitter API before, but it was very restrictive. Very curious if anyone are experimenting with ActivityPub for alternative interfaces, community sense making, integration with PKM etc. Let's chat!