Raman, Natraj

1. DocLLM: A layout-aware generative language model for multimodal document understanding
   2023/12/31 by Dongsheng Wang, Natraj Raman, Wang, Dongsheng +15 · 2 voices · 35 citations
   Computer Science · #cs.CL
2. WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain
   2022/10/31 by Raj Sanjay Shah, Shah, Raj Sanjay, Kunal Chawla +17 · 23 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
3. Synthetic Data Applications in Finance
   2023/12/29 by Vamsi K. Potluru, Daniel Borrajo, Potluru, Vamsi K. +37 · 7 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Blockchain Technology Applications and Security #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #FOS: Economics and business #General Finance (q-fin.GN) #Machine Learning (cs.LG) #Stock Market Forecasting Methods
4. Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction
   2024/12/31 by Vishwakarma, Harit, Mishler, Alan, Cook, Thomas +3 · 4 citations
   #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Characterizing Multimodal Long-form Summarization: A Case Study on Financial Reports
   2024/04/09 by Tianyu Cao, Cao, Tianyu, Natraj Raman +5 · 2 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
6. Bayesian Hierarchical Models for Counterfactual Estimation
   2023/01/21 by Raman, Natraj, Magazzeni, Daniele, Shah, Sameena · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Scalable Representation Learning for Multimodal Tabular Transactions
   2024/10/10 by Natraj Raman, Raman, Natraj, Sumitra Ganesh +3 · 2 citations
   Computer Science · #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services #Data Mining Algorithms and Applications
8. Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation
   2024/11/07 by Sengupta, Ayan, Seth, Vaibhav, Pathak, Arinjay +5 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)