Search Results for author: Carina Negreanu

Found 9 papers, 0 papers with code

CodeFusion: A Pre-trained Diffusion Model for Code Generation

no code implementations26 Oct 2023 Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

Imagine a developer who can only change their last line of code, how often would they have to start writing a function from scratch before it is correct?

Code Generation Denoising

InstructExcel: A Benchmark for Natural Language Instruction in Excel

no code implementations23 Oct 2023 Justin Payan, Swaroop Mishra, Mukul Singh, Carina Negreanu, Christian Poelitz, Chitta Baral, Subhro Roy, Rasika Chakravarthy, Benjamin Van Durme, Elnaz Nouri

With the evolution of Large Language Models (LLMs) we can solve increasingly more complex NLP tasks across various domains, including spreadsheets.

DataVinci: Learning Syntactic and Semantic String Repairs

no code implementations21 Aug 2023 Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

DataVinci learns regular-expression-based patterns that cover a majority of values in a column and reports values that do not satisfy such patterns as data errors.

Demonstration of CORNET: A System For Learning Spreadsheet Formatting Rules By Example

no code implementations14 Aug 2023 Mukul Singh, Jose Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

After the user provides one or two formatted cells as examples, CORNET generates formatting rule suggestions for the user to apply to the spreadsheet.

Management Program Synthesis

What is it like to program with artificial intelligence?

no code implementations12 Aug 2022 Advait Sarkar, Andrew D. Gordon, Carina Negreanu, Christian Poelitz, Sruti Srinivasa Ragavan, Ben Zorn

Large language models, such as OpenAI's codex and Deepmind's AlphaCode, can generate code to solve a variety of problems expressed in natural language.

CORNET: Learning Table Formatting Rules By Example

no code implementations11 Aug 2022 Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen

Since we are the first to introduce conditional formatting, we compare CORNET to a wide range of symbolic and neural baselines adapted from related domains.

Program Synthesis

Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model

no code implementations14 Apr 2022 Carina Negreanu, Alperen Karaoglu, Jack Williams, Shuang Chen, Daniel Fabian, Andrew Gordon, Chin-Yew Lin

The task divides into two steps: subject suggestion, the task of populating the main column; and gap filling, the task of populating the remaining columns.

Language Modelling Text Generation

Cannot find the paper you are looking for? You can Submit a new open access paper.