TV program detection in tweets. - Paolo Cremonesi; Roberto Pagano; Stefano Pasquali; Roberto Turrin (EuroITV, 2013)

Supervised similarity learning for corporate bonds using Random Forest proximities. - Jerinsh Jeyapaulraj; Dhruv Desai; Dhagash Mehta; Peter Chu 005; Stefano Pasquali; Philip Sommer (ICAIF, 2022)

Learning Mutual Fund Categorization using Natural Language Processing. - Dimitrios Vamvourellis; Máté Tóth; Dhruv Desai; Dhagash Mehta; Stefano Pasquali (ICAIF, 2022)

Towards reducing hallucination in extracting information from financial reports using Large Language Models. - Bhaskarjit Sarmah; Dhagash Mehta; Stefano Pasquali; Tianjie Zhu (AIMLSystems, 2023)

Quantifying Outlierness of Funds from their Categories using Supervised Similarity. - Dhruv Desai; Ashmita Dhiman; Tushar Sharma; Deepika Sharma; Dhagash Mehta; Stefano Pasquali (ICAIF, 2023)

Towards Enhanced Local Explainability of Random Forests: a Proximity-Based Approach. - Joshua Rosaler; Dhruv Desai; Bhaskarjit Sarmah; Dimitrios Vamvourellis; Deran Onay; Dhagash Mehta; Stefano Pasquali (CoRR, 2023)

Learning Embedded Representation of the Stock Correlation Matrix Using Graph Machine Learning. - Bhaskarjit Sarmah; Nayana Nair; Riya Jain; Dhagash Mehta; Stefano Pasquali (CIFEr, 2024)

Company Similarity Using Large Language Models. - Dimitrios Vamvourellis; Máté Tóth; Snigdha Bhagat; Dhruv Desai; Dhagash Mehta; Stefano Pasquali (CIFEr, 2024)

Can an unsupervised clustering algorithm reproduce a categorization system? - Nathalia M. Castellanos; Sebastian Frank 004; Dhruv Desai; Stefano Pasquali; Dhagash Mehta (ICAIF, 2024)

Open Set Recognition for Random Forest. - Guanchao Feng; Dhruv Desai; Stefano Pasquali; Dhagash Mehta (ICAIF, 2024)

Enhanced Local Explainability and Trust Scores with Random Forest Proximities. - Joshua Rosaler; Dhruv Desai; Bhaskarjit Sarmah; Dimitrios Vamvourellis; Deran Onay; Stefano Pasquali; Dhagash Mehta (ICAIF, 2024)

HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction. - Bhaskarjit Sarmah; Dhagash Mehta; Benika Hall; Rohan Rao; Sunil Patel; Stefano Pasquali (ICAIF, 2024)

Case-based Explainability for Random Forest: Prototypes, Critics, Counter-factuals and Semi-factuals. - Gregory Yampolsky; Dhruv Desai; Mingshu Li; Stefano Pasquali; Dhagash Mehta (CoRR, 2024)

How to Choose a Threshold for an Evaluation Metric for Large Language Models. - Bhaskarjit Sarmah; Mingshu Li; Jingrao Lyu; Sebastian Frank 004; Nathalia M. Castellanos; Stefano Pasquali; Dhagash Mehta (CoRR, 2024)

A Comparative Study of DSPy Teleprompter Algorithms for Aligning Large Language Models Evaluation Metrics to Human Evaluation. - Bhaskarjit Sarmah; Kriti Dutta; Anna Grigoryan; Sachin Tiwari; Stefano Pasquali; Dhagash Mehta (CoRR, 2024)

Supervised Similarity for Firm Linkages. - Ryan Samson; Adrian Banner; Luca Candelori; Sebastien Cottrell; Tiziana di Matteo; Paul Duchnowski; Vahagn Kirakosyan; Jose Marques; Kharen Musaelian; Stefano Pasquali; Ryan Stever; Dario Villani (CoRR, 2025)

AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions. - Tianjiao Zhao; Jingrao Lyu; Stokes Jones; Harrison Garber; Stefano Pasquali; Dhagash Mehta (CoRR, 2025)

FINCH: Financial Intelligence using Natural language for Contextualized SQL Handling. - Avinash Kumar Singh; Bhaskarjit Sarmah; Stefano Pasquali (CoRR, 2025)

FinReflectKG - MultiHop: Financial QA Benchmark for Reasoning with Knowledge Graph Evidence. - Abhinav Arun; Reetu Raj Harsh; Bhaskarjit Sarmah; Stefano Pasquali (CoRR, 2025)

Uncovering Representation Bias for Investment Decisions in Open-Source Large Language Models. - Fabrizio Dimino; Krati Saxena; Bhaskarjit Sarmah; Stefano Pasquali (CoRR, 2025)

FinReflectKG - EvalBench: Benchmarking Financial KG with Multi-Dimensional Evaluation. - Fabrizio Dimino; Abhinav Arun; Bhaskarjit Sarmah; Stefano Pasquali (CoRR, 2025)

FinCARE: Financial Causal Analysis with Reasoning and Evidence. - Alejandro Michel; Abhinav Arun; Bhaskarjit Sarmah; Stefano Pasquali (CoRR, 2025)