9 citations · 24 across the 7 of their papers we have counts for
7 papers
Synergistic Integration of Large Language Models and Cognitive Architectures for Robust AI: An Exploratory Analysis
Oscar J. Romero, John Zimmerman, Aaron Steinfeld +1
This paper explores the integration of two AI subdisciplines employed in the development of artificial agents that exhibit intelligent behavior: Large Language Models (LLMs) and Co…
Real-Time Detection of Crowded Buses via Mobile Phones
Alex Haig, Shirley Anugrah Hayati, Anthony Tomasic
Automated passenger counting (APC) technology is central to many aspects of the public transit experience. APC information informs public transit planners about utilization in a pu…
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks
Mihir Kale, Aditya Siddhant, Sreyashi Nag +3
Pre-trained word embeddings are the primary method for transfer learning in several Natural Language Processing (NLP) tasks. Recent works have focused on using unsupervised techniq…
Question Answering via Web Extracted Tables and Pipelined Models
Bhavya Karki, Fan Hu, Nithin Haridas +5
In this paper, we describe a dataset and baseline result for a question answering that utilizes web tables. It contains commonly asked questions on the web and their corresponding…
Universal Design and Adaptive Interfaces as a Strategy for Induced Disabilities
Aaron Steinfeld, John Zimmerman, Anthony Tomasic
There is great promise in creating effective technology experiences during situationally-induced impairments and disabilities through the combination of universal design and adapti…
Scheduling OLTP Transactions via Machine Learning
Yangjun Sheng, Anthony Tomasic, Tieying Zhang +1
Current main memory database system architectures are still challenged by high contention workloads and this challenge will continue to grow as the number of cores in processors co…