Search Results for author: Adam Fourney

Found 5 papers, 0 papers with code

Aligning Offline Metrics and Human Judgments of Value of AI-Pair Programmers

no code implementations29 Oct 2022 Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu, Saleema Amershi

While functional correctness is clearly an important property of a code generation model, we argue that it may not fully capture what programmers value when collaborating with their AI pair programmers.

Association Code Generation

Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

no code implementations25 Oct 2022 Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz

AI code-recommendation systems (CodeRec), such as Copilot, can assist programmers inside an IDE by suggesting and autocompleting arbitrary code; potentially improving their productivity.

Code Completion Recommendation Systems

NL-EDIT: Correcting semantic parse errors through natural language interaction

no code implementations NAACL 2021 Ahmed Elgohary, Christopher Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Hassan Awadallah

We present NL-EDIT, a model for interpreting natural language feedback in the interaction context to generate a sequence of edits that can be applied to the initial parse to correct its errors.

Semantic Parsing Text-To-Sql

Conversations with Documents. An Exploration of Document-Centered Assistance

no code implementations27 Jan 2020 Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White

Our contributions are three-fold: (1) We first present a survey to understand the space of document-centered assistance and the capabilities people expect in this scenario.

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