Shah, Agam
- WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain
2022/10/31 by Raj Sanjay Shah, Kunal Chawla, Shah, Raj Sanjay +17 · 13 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Topic Modeling
- Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis
2023/05/13 by Shah, Agam, Paturi, Suvan, Chava, Sudheer · 8 citations
#Computation and Language (cs.CL) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business
- FiNER-ORD: Financial Named Entity Recognition Open Research Dataset
2023/02/22 by Agam Shah, Shah, Agam, Gullapalli, Abhinav +3 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Zero is Not Hero Yet: Benchmarking Zero-Shot Performance of LLMs for Financial Tasks
2023/05/26 by Shah, Agam, Chava, Sudheer · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Economics and business #General Finance (q-fin.GN)
- Benchmarking Machine Learning Models to Predict Corporate Bankruptcy
2022/12/22 by Emmanuel Alanis, Alanis, Emmanuel, Sudheer Chava +3 · 1 citation
Business, Management and Accounting · Economics, Econometrics and Finance · #Computational Finance (q-fin.CP) #Credit Risk and Financial Regulations #FOS: Computer and information sciences #FOS: Economics and business #Financial Distress and Bankruptcy Prediction #Machine Learning (cs.LG)
- Numerical Claim Detection in Finance: A New Financial Dataset, Weak-Supervision Model, and Market Analysis
2024/02/18 by Agam Shah, Shah, Agam, Arnav Hiray +14 · 1 citation
Business, Management and Accounting · #Auditing, Earnings Management, Governance #Computation and Language (cs.CL) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG)
- CoCoHD: Congress Committee Hearing Dataset
2024/10/04 by Hiray, Arnav, Liu, Yunsong, Song, Mingxiao +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses
2024/08/07 by Michael Galarnyk, Galarnyk, Michael, Rutwik Routu +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Software Engineering Techniques and Practices #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Beyond the Reported Cutoff: Where Large Language Models Fall Short on Financial Knowledge
2025/03/30 by Shah, Agam, Ye, Liqin, Jaskowski, Sebastian +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SubjECTive-QA: Measuring Subjectivity in Earnings Call Transcripts' QA Through Six-Dimensional Feature Analysis
2024/10/28 by Huzaifa Pardawala, Pardawala, Huzaifa, Siddhant Sukhani +17 · 1 citation
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction
- Language Modeling for the Future of Finance: A Survey into Metrics, Tasks, and Data Opportunities
2025/04/09 by Tatarinov, Nikita, Sukhani, Siddhant, Shah, Agam +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- KG-QAGen: A Knowledge-Graph-Based Framework for Systematic Question Generation and Long-Context LLM Evaluation
2025/05/18 by Tatarinov, Nikita, Kannan, Vidhyakshaya, Srinivasa, Haricharana +7 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences