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Oshani Seneviratne

2 accepted papers

2025

AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts

IJCAI 2025

Large Language Models (LLMs) and Retrieval Augmented Generation (RAG) are reshaping how AI systems extract and organize information from unstructured text. A key challenge is designing AI methods that can incrementally extract, structure, and validate information while preserving hierarchical and co

Cited by 0SourcePDFScholar
2024

Effective Data Distillation for Tabular Datasets (Student Abstract)

AAAI 2024technical

Data distillation is a technique of reducing a large dataset into a smaller dataset. The smaller dataset can then be used to train a model which can perform comparably to a model trained on the full dataset. Past works have examined this approach for image datasets, focusing on neural networks as ta…

Cited by 3SourcePDFScholar