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The way forward for programming: Analysis at CHI 2023

The way forward for programming: Analysis at CHI 2023

2023-04-27 12:26:18


The way forward for programming: Analysis at CHI 2023 – Austin Z. Henley









Austin Z. Henley

I work on AI + dev instruments.



4/27/2023

The esteemed CHI convention is going on this week, and I am jealous that I can not be there.

As an alternative, I am going via the proceedings and studying the entire papers associated to programming, of which many contain AI.

Listed below are some papers that stood out to me:


“What It Needs Me To Say”: Bridging the Abstraction Hole Between Finish-Consumer Programmers and Code-Producing Giant Language Fashions

preview video,
talk video,
paper

My abstract: To assist finish customers write LLM prompts, the researchers designed a system that maps a person’s pure language enter to a collection of system actions. This communicates to the person exactly how the system is deciphering their immediate and provides a listing of fine-grained actions that may be edited.

Why Johnny Cannot Immediate: How Non-AI Specialists Attempt (and Fail) to Design LLM Prompts

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talk video,
paper

My abstract: Immediate engineering is sort of the craze proper now, however can non-AI-experts write efficient prompts? The researchers investigated the challenges that folks face whereas writing prompts and designed a instrument to assist these non-experts accomplish that.

VizProg: Figuring out Misunderstandings by Visualizing College students’ Coding Progress

talk video,
paper

My abstract: It’s difficult for instructors to grasp how college students are doing throughout in-class actions. The researchers designed a instrument that visualizes the scholars’ totally different approaches in actual time. It reveals an edit-distance view of your complete class whereas additionally permitting an teacher to verify particular submissions.

On the Design of AI-powered Code Assistants for Notebooks

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talk video,
paper

My abstract: That is an exploration of the design house for AI code assistants in computational notebooks. They supply a helpful framework for the UX of AI, that features how customers iterate on their enter, how they refine the output, and way more.

Colaroid: A Literate Programming Strategy for Authoring Explorable Multi-Stage Tutorials


talk video,
paper

See Also

My abstract: Even a brief programming tutorial can take many hours to do nicely. The researchers designed a instrument for creating interactive notebooks-based tutorials. It permits the writer to seize code chunks from their codebase’s historical past, then remix them for higher clarification.

Learning the Impact of AI Code Turbines on Supporting Learners in Introductory Programming

preview video,
paper

My abstract: The world needs to know the way AI goes to vary schooling. Will over-reliance get in the way in which of studying? The researchers performed a 3-week research and located that college students utilizing an AI instrument for his or her duties didn’t carry out worse on handbook coding duties or on assessments. Maybe AI is the brand new calculator in any case.

Log-it: Supporting Programming with Interactive, Contextual, Structured, and Visible Logs

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talk video,
paper

My abstract: Print statements are nonetheless a well-liked technique of debugging, however it is not at all times the simplest method. The researchers designed a snazzy instrument to construction and visualize output on the fly.

Structured Enhancing for All: Deriving Usable Structured Editors From Grammar

preview video,
talk video,
paper

My abstract: Structured editors is a type of concepts that everybody appears to like and but they have not taken off. The researchers centered on making a structured editor that’s obtainable to all programming languages whereas nonetheless being extremely usable. It gives a constant UI that may work on just about any language given the formal grammar.


I will positively be at CHI subsequent yr in Hawaii…

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