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Stefano Pasquali
Observed name:
Pasquali, Stefano
Observed institutions:
Bloomberg (United States),
Nvidia (United States),
BlackRock (United States)
ORCID:
0009-0007-8005-3207
Observed ORCID:
0009-0007-8005-3207
OpenAlex ID:
A5011160139
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
2025
·
Chen Ling
, Xujiang Zhao
, et al.
·
ACM Computing Surveys
·
389
PDF
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction
2024
·
Bhaskarjit Sarmah
, Dhagash Mehta
, et al.
·
ACM International Conference on AI in Finance (ICAIF)
·
178
PDF
Towards reducing hallucination in extracting information from financial reports using Large Language Models
2023
·
Bhaskarjit Sarmah
, Dhagash Mehta
, et al.
·
International Conference on AI-ML Systems (AIMLSystems)
·
23
PDF
Company Similarity Using Large Language Models
2024
·
Dimitrios Vamvourellis
, Máté Tóth
, et al.
·
IEEE Conference on Computational Intelligence for Financial Engineering & Economics
·
21
PDF
FinReflectKG: Agentic Construction and Evaluation of Financial Knowledge Graphs
2025
·
Abhinav Arun
, Fabrizio Dimino
, et al.
·
ACM International Conference on AI in Finance (ICAIF)
·
20
PDF
Enhanced Local Explainability and Trust Scores with Random Forest Proximities
2024
·
Joshua Rosaler
, Dhruv Desai
, et al.
·
ACM International Conference on AI in Finance (ICAIF)
·
12
PDF
How to Choose a Threshold for an Evaluation Metric for Large Language Models
2024
·
Sarmah, Bhaskarjit
, Li, Mingshu
, et al.
·
RePEc: Research Papers in Economics
·
10
PDF
Supervised similarity learning for corporate bonds using Random Forest proximities
2022
·
Jerinsh Jeyapaulraj
, Dhruv Desai
, et al.
·
ACM International Conference on AI in Finance (ICAIF)
·
10
PDF
Quantifying Outlierness of Funds from their Categories using Supervised Similarity
2023
·
Dhruv Desai
, Ashmita Dhiman
, et al.
·
ACM International Conference on AI in Finance (ICAIF)
·
9
PDF
Tracing Positional Bias in Financial Decision-Making: Mechanistic Insights from Qwen2.5
2025
·
Fabrizio Dimino
, Krati Saxena
, et al.
·
ACM International Conference on AI in Finance (ICAIF)
·
8
PDF
A Comparative Study of DSPy Teleprompter Algorithms for Aligning Large Language Models Evaluation Metrics to Human Evaluation
2024
·
Sarmah, Bhaskarjit
, Dutta, Kriti
, et al.
·
RePEc: Research Papers in Economics
·
8
PDF
Open Set Recognition for Random Forest
2024
·
Guanchao Feng
, Dhruv Desai
, et al.
·
ACM International Conference on AI in Finance (ICAIF)
·
8
PDF
Learning Embedded Representation of the Stock Correlation Matrix using Graph Machine Learning
2022
·
Sarmah, Bhaskarjit
, Nair, Nayana
, et al.
·
RePEc: Research Papers in Economics
·
8
PDF
Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals
2025
·
Gregory Yampolsky
, Dhruv Desai
, et al.
·
ACM International Conference on AI in Finance (ICAIF)
·
7
PDF
Learning Mutual Fund Categorization using Natural Language Processing
2022
·
Dimitrios Vamvourellis
, Mate Toth
, et al.
·
ACM International Conference on AI in Finance (ICAIF)
·
7
PDF
FinReflectKG -- HalluBench: GraphRAG Hallucination Benchmark for Financial Question Answering Systems
2026
·
Kumar, Mahesh
, Sarmah, Bhaskarjit
, et al.
·
arXiv (Cornell University)
·
5
PDF
Supervised Similarity for High-Yield Corporate Bonds with Quantum Cognition Machine Learning
2025
·
Rosaler, Joshua
, Candelori, Luca
, et al.
·
RePEc: Research Papers in Economics
·
5
PDF
Liquidity—How to Capture a Multidimensional Beast
2016
·
Philip Sommer
, Stefano Pasquali
·
The Journal of Trading
·
5
Uncovering Representation Bias for Investment Decisions in Open-Source Large Language Models
2025
·
Dimino, Fabrizio
, Saxena, Krati
, et al.
·
arXiv (Cornell University)
·
4
PDF
Can an unsupervised clustering algorithm reproduce a categorization system?
2024
·
Nathalia M Castellanos
, Sebastian Frank
, et al.
·
ACM International Conference on AI in Finance (ICAIF)
·
4
PDF
How Trading Analytics and Data Science Can Improve Investment Outcomes
2022
·
Ananth Madhavan
, Stefano Pasquali
, et al.
·
The Journal of Investing
·
4
Benchmarking Open-Source Safety Guard Models: A Comprehensive Evaluation
2026
·
Harsh, Reetu Raj
, Sarmah, Bhaskarjit
, et al.
·
arXiv (Cornell University)
·
3
PDF
FinReflectKG -- EvalBench: Benchmarking Financial KG with Multi-Dimensional Evaluation
2025
·
Dimino, Fabrizio
, Arun, Abhinav
, et al.
·
arXiv (Cornell University)
·
3
PDF
FinMultiHopQA: A KG-Grounded Multi-Hop Financial QA Benchmark for Evidence-Driven Reasoning
2025
·
Arun, Abhinav
, Harsh, Reetu Raj
, et al.
·
arXiv (Cornell University)
·
3
PDF
FinCARE: Financial Causal Analysis with Reasoning and Evidence
2025
·
Michel, Alejandro
, Arun, Abhinav
, et al.
·
arXiv (Cornell University)
·
2
PDF
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Works count:
39
Citation count:
871
H-index:
10
I10-index:
10
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