most citedREFinD: Relation Extraction Financial Dataset

27 citations · 60 across the 5 of their papers we have counts for

collaborators

5 papers

cs.AI20242 cited

LAW: Legal Agentic Workflows for Custody and Fund Services Contracts

William Watson, Nicole Cho, Nishan Srishankar +7

Legal contracts in the custody and fund services domain govern critical aspects such as key provider responsibilities, fee schedules, and indemnification rights. However, it is cha…

cs.CL20244 cited

Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency

Toyin Aguda, Suchetha Siddagangappa, Elena Kochkina +4

Collecting labeled datasets in finance is challenging due to scarcity of domain experts and higher cost of employing them. While Large Language Models (LLMs) have demonstrated rema…

cs.CV2024

From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting

Zhen Zeng, Rachneet Kaur, Suchetha Siddagangappa +2

Time series forecasting plays a crucial role in decision-making across various domains, but it presents significant challenges. Recent studies have explored image-driven approaches…

cs.CL202327 cited

REFinD: Relation Extraction Financial Dataset

Simerjot Kaur, Charese Smiley, Akshat Gupta +5

A number of datasets for Relation Extraction (RE) have been created to aide downstream tasks such as information retrieval, semantic search, question answering and textual entailme…

cs.LG202327 cited

Financial Time Series Forecasting using CNN and Transformer

Zhen Zeng, Rachneet Kaur, Suchetha Siddagangappa +3

Time series forecasting is important across various domains for decision-making. In particular, financial time series such as stock prices can be hard to predict as it is difficult…