Sheetagent: A generalist agent for spreadsheet reasoning and manipulation via large language models

Y Chen, Y Yuan, Z Zhang, Y Zheng, J Liu… - ICML 2024 Workshop …, 2024 - openreview.net
Spreadsheet manipulation is widely-existing in most daily works and significantly improves
the working efficiency. Large language model (LLM) has been recently attempted for …

Flame: A small language model for spreadsheet formulas

H Joshi, A Ebenezer, JC Sanchez, S Gulwani… - Proceedings of the …, 2024 - ojs.aaai.org
Spreadsheets are a vital tool for end-user data management. Using large language models
for formula authoring assistance in these environments can be difficult, as these models are …

SheetAgent: towards a generalist agent for spreadsheet reasoning and manipulation via large language models

Y Chen, Y Yuan, Z Zhang, YAN ZHENG… - THE WEB …, 2024 - openreview.net
Spreadsheets are ubiquitous across the World Wide Web, playing a critical role in
enhancing work efficiency across various domains. Large language model (LLM) has been …

TQA-Bench: Evaluating LLMs for Multi-Table Question Answering with Scalable Context and Symbolic Extension

Z Qiu, Y Peng, G He, B Yuan, C Wang - arxiv preprint arxiv:2411.19504, 2024 - arxiv.org
The advent of large language models (LLMs) has unlocked great opportunities in complex
data management tasks, particularly in question answering (QA) over complicated multi …

Towards Consistent Language Models Using Declarative Constraints

J Mousavi, A Termehchy - arxiv preprint arxiv:2312.15472, 2023 - arxiv.org
Large language models have shown unprecedented abilities in generating linguistically
coherent and syntactically correct natural language output. However, they often return …