27 citations · 95 across the 53 of their papers we have counts for
4 papers · 1 filter
Language Model Representations for Efficient Few-Shot Tabular Classification
Inwon Kang, Parikshit Ram, Yi Zhou +2
The Web is a rich source of structured data in the form of tables, from product catalogs and knowledge bases to scientific datasets. However, the heterogeneity of the structure and…
SemCAFE: When Named Entities make the Difference Assessing Web Source Reliability through Entity-level Analytics
Gautam Kishore Shahi, Oshani Seneviratne, Marc Spaniol
With the shift from traditional to digital media, the online landscape now hosts not only reliable news articles but also a significant amount of unreliable content. Digital media…
Using Large Language Models for Generating Smart Contracts for Health Insurance from Textual Policies
Inwon Kang, William Van Woensel, Oshani Seneviratne
We explore using Large Language Models (LLMs) to generate application code that automates health insurance processes from text-based policies. We target blockchain-based smart cont…
LLM-augmented Preference Learning from Natural Language
Inwon Kang, Sikai Ruan, Tyler Ho +4
Finding preferences expressed in natural language is an important but challenging task. State-of-the-art(SotA) methods leverage transformer-based models such as BERT, RoBERTa, etc.…