Shah, Sameena
- FinQA: A Dataset of Numerical Reasoning over Financial Data
2021/09/01 by Chen, Zhiyu, Chen, Wenhu, Smiley, Charese +8 · 157 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering
2022/10/07 by Zhiyu Chen, Chen, Zhiyu, Shiyang Li +9 · 53 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks
2023/05/10 by Xianzhi Li, Li, Xianzhi, Chan, Samuel +9 · 16 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Stock Market Forecasting Methods #Topic Modeling
- Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams
2023/10/12 by Ethan Callanan, Callanan, Ethan, Amarachi B. Mbakwe +15 · 8 citations
Computer Science · Decision Sciences · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #General Finance (q-fin.GN) #Stock Market Forecasting Methods
- Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency
2024/03/26 by Toyin Aguda, Aguda, Toyin, Suchetha Siddagangappa +11 · 8 citations
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Stock Market Forecasting Methods
- Explicit Group Sparse Projection with Applications to Deep Learning and NMF
2019/12/09 by Riyasat Ohib, Ohib, Riyasat, Nicolas Gillis +9 · 1 citation
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Medical Image Segmentation Techniques #Photoacoustic and Ultrasonic Imaging
- Debiasing classifiers: is reality at variance with expectation?
2020/11/04 by Agrawal, Ashrya, Pfisterer, Florian, Bischl, Bernd +5 · 1 citation
#68Q32 #68T01 #68T05 #Computers and Society (cs.CY) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #G.4 #I.2.0 #J.4 #Machine Learning (cs.LG)
- Simulating and classifying behavior in adversarial environments based on action-state traces: an application to money laundering
2020/11/03 by Daniel Borrajo, Manuela Veloso, Borrajo, Daniel +3 · 1 citation
Computer Science · Social Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Crime, Illicit Activities, and Governance #FOS: Computer and information sciences #I.2.6 #I.2.8 #Network Security and Intrusion Detection
- A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling
2021/09/19 by Mahmoud Mahfouz, Mahfouz, Mahmoud, Armineh Nourbakhsh +3 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
- Bayesian Hierarchical Models for Counterfactual Estimation
2023/01/21 by Natraj Raman, Raman, Natraj, Daniele Magazzeni +3 · 1 citation
Computer Science · Decision Sciences · Mathematics · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Statistical Methods and Inference
- Bandit Sampling for Multiplex Networks
2022/02/08 by Cenk Baykal, Baykal, Cenk, Vamsi K. Potluru +5 · 1 voice
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- Reuters Tracer: Toward Automated News Production Using Large Scale Social Media Data
2017/11/11 by Xiaomo Liu, Armineh Nourbakhsh, Liu, Xiaomo +9 · 1 voice
Computer Science · #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #cs.SI
- DocGraphLM: Documental Graph Language Model for Information Extraction
2024/01/05 by Dongsheng Wang, Wang, Dongsheng, Zhiqiang Ma +7 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- BuDDIE: A Business Document Dataset for Multi-task Information Extraction
2024/04/05 by Ran Zmigrod, Dongsheng Wang, Zmigrod, Ran +23 · 1 citation
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- Where is this coming from? Making groundedness count in the evaluation of Document VQA models
2025/03/24 by Nourbakhsh, Armineh, Parekh, Siddharth, Shetty, Pranav +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences