Large language model for table processing: A survey
Tables, typically two-dimensional and structured to store large amounts of data, are
essential in daily activities like database queries, spreadsheet manipulations, Web table …
essential in daily activities like database queries, spreadsheet manipulations, Web table …
Generative AI Agents for Knowledge Work Augmentation in Finance
The development of software agents that can autonomously take actions to achieve goals
has been a long-standing foundational objective in the field of AI. Recent advances in …
has been a long-standing foundational objective in the field of AI. Recent advances in …
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
Data science and engineering workflows often span multiple stages, from warehousing to
orchestration, using tools like BigQuery, dbt, and Airbyte. As vision language models (VLMs) …
orchestration, using tools like BigQuery, dbt, and Airbyte. As vision language models (VLMs) …
Transforming wearable data into health insights using large language model agents
Despite the proliferation of wearable health trackers and the importance of sleep and
exercise to health, deriving actionable personalized insights from wearable data remains a …
exercise to health, deriving actionable personalized insights from wearable data remains a …
Agentstore: Scalable integration of heterogeneous agents as specialized generalist computer assistant
Digital agents capable of automating complex computer tasks have attracted considerable
attention due to their immense potential to enhance human-computer interaction. However …
attention due to their immense potential to enhance human-computer interaction. However …
SpreadsheetBench: towards challenging real world spreadsheet manipulation
We introduce SpreadsheetBench, a challenging spreadsheet manipulation benchmark
exclusively derived from real-world scenarios, designed to immerse current large language …
exclusively derived from real-world scenarios, designed to immerse current large language …
A survey for table recognition based on deep learning
Tables, as an important information interaction media containing much structured
information, are popularly adopted in our life. There are a lot of table recognition methods for …
information, are popularly adopted in our life. There are a lot of table recognition methods for …
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities
This paper explores capabilities of Vision Language Models on spreadsheet
comprehension. We propose three self-supervised challenges with corresponding …
comprehension. We propose three self-supervised challenges with corresponding …