Matches in SemOpenAlex for { <https://semopenalex.org/work/W4379086931> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W4379086931 abstract "Computer end users have spent billions of hours completing daily tasks like tabular data processing and project timeline scheduling. Most of these tasks are repetitive and error-prone, yet most end users lack the skill of automating away these burdensome works. With the advent of large language models (LLMs), directing software with natural language user requests become a reachable goal. In this work, we propose a SheetCopilot agent which takes natural language task and control spreadsheet to fulfill the requirements. We propose a set of atomic actions as an abstraction of spreadsheet software functionalities. We further design a state machine-based task planning framework for LLMs to robustly interact with spreadsheets. We curate a representative dataset containing 221 spreadsheet control tasks and establish a fully automated evaluation pipeline for rigorously benchmarking the ability of LLMs in software control tasks. Our SheetCopilot correctly completes 44.3% of tasks for a single generation, outperforming the strong code generation baseline by a wide margin. Our project page:https://sheetcopilot-demo.github.io/." @default.
- W4379086931 created "2023-06-02" @default.
- W4379086931 creator A5018417334 @default.
- W4379086931 creator A5028016065 @default.
- W4379086931 creator A5053308705 @default.
- W4379086931 creator A5053780153 @default.
- W4379086931 creator A5072056125 @default.
- W4379086931 date "2023-05-30" @default.
- W4379086931 modified "2023-10-07" @default.
- W4379086931 title "SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models" @default.
- W4379086931 doi "https://doi.org/10.48550/arxiv.2305.19308" @default.
- W4379086931 hasPublicationYear "2023" @default.
- W4379086931 type Work @default.
- W4379086931 citedByCount "0" @default.
- W4379086931 crossrefType "posted-content" @default.
- W4379086931 hasAuthorship W4379086931A5018417334 @default.
- W4379086931 hasAuthorship W4379086931A5028016065 @default.
- W4379086931 hasAuthorship W4379086931A5053308705 @default.
- W4379086931 hasAuthorship W4379086931A5053780153 @default.
- W4379086931 hasAuthorship W4379086931A5072056125 @default.
- W4379086931 hasBestOaLocation W43790869311 @default.
- W4379086931 hasConcept C107457646 @default.
- W4379086931 hasConcept C115903868 @default.
- W4379086931 hasConcept C144133560 @default.
- W4379086931 hasConcept C149091818 @default.
- W4379086931 hasConcept C154945302 @default.
- W4379086931 hasConcept C162324750 @default.
- W4379086931 hasConcept C162853370 @default.
- W4379086931 hasConcept C166957645 @default.
- W4379086931 hasConcept C169590947 @default.
- W4379086931 hasConcept C186846655 @default.
- W4379086931 hasConcept C187736073 @default.
- W4379086931 hasConcept C199360897 @default.
- W4379086931 hasConcept C199519371 @default.
- W4379086931 hasConcept C206729178 @default.
- W4379086931 hasConcept C21547014 @default.
- W4379086931 hasConcept C2775924081 @default.
- W4379086931 hasConcept C2777561058 @default.
- W4379086931 hasConcept C2777904410 @default.
- W4379086931 hasConcept C2780451532 @default.
- W4379086931 hasConcept C40919944 @default.
- W4379086931 hasConcept C41008148 @default.
- W4379086931 hasConcept C43521106 @default.
- W4379086931 hasConcept C4438859 @default.
- W4379086931 hasConcept C529173508 @default.
- W4379086931 hasConcept C86251818 @default.
- W4379086931 hasConcept C95457728 @default.
- W4379086931 hasConceptScore W4379086931C107457646 @default.
- W4379086931 hasConceptScore W4379086931C115903868 @default.
- W4379086931 hasConceptScore W4379086931C144133560 @default.
- W4379086931 hasConceptScore W4379086931C149091818 @default.
- W4379086931 hasConceptScore W4379086931C154945302 @default.
- W4379086931 hasConceptScore W4379086931C162324750 @default.
- W4379086931 hasConceptScore W4379086931C162853370 @default.
- W4379086931 hasConceptScore W4379086931C166957645 @default.
- W4379086931 hasConceptScore W4379086931C169590947 @default.
- W4379086931 hasConceptScore W4379086931C186846655 @default.
- W4379086931 hasConceptScore W4379086931C187736073 @default.
- W4379086931 hasConceptScore W4379086931C199360897 @default.
- W4379086931 hasConceptScore W4379086931C199519371 @default.
- W4379086931 hasConceptScore W4379086931C206729178 @default.
- W4379086931 hasConceptScore W4379086931C21547014 @default.
- W4379086931 hasConceptScore W4379086931C2775924081 @default.
- W4379086931 hasConceptScore W4379086931C2777561058 @default.
- W4379086931 hasConceptScore W4379086931C2777904410 @default.
- W4379086931 hasConceptScore W4379086931C2780451532 @default.
- W4379086931 hasConceptScore W4379086931C40919944 @default.
- W4379086931 hasConceptScore W4379086931C41008148 @default.
- W4379086931 hasConceptScore W4379086931C43521106 @default.
- W4379086931 hasConceptScore W4379086931C4438859 @default.
- W4379086931 hasConceptScore W4379086931C529173508 @default.
- W4379086931 hasConceptScore W4379086931C86251818 @default.
- W4379086931 hasConceptScore W4379086931C95457728 @default.
- W4379086931 hasLocation W43790869311 @default.
- W4379086931 hasOpenAccess W4379086931 @default.
- W4379086931 hasPrimaryLocation W43790869311 @default.
- W4379086931 hasRelatedWork W1481773174 @default.
- W4379086931 hasRelatedWork W1497385637 @default.
- W4379086931 hasRelatedWork W1556087793 @default.
- W4379086931 hasRelatedWork W1608659702 @default.
- W4379086931 hasRelatedWork W1977285665 @default.
- W4379086931 hasRelatedWork W201389630 @default.
- W4379086931 hasRelatedWork W2192862863 @default.
- W4379086931 hasRelatedWork W2402302237 @default.
- W4379086931 hasRelatedWork W2740990710 @default.
- W4379086931 hasRelatedWork W3104298506 @default.
- W4379086931 isParatext "false" @default.
- W4379086931 isRetracted "false" @default.
- W4379086931 workType "article" @default.