4 papers
Large-Language Memorization During the Classification of United States Supreme Court Cases
John E. Ortega, Dhruv D. Joshi, Matt P. Borkowski
Large-language models (LLMs) have been shown to respond in a variety of ways for classification tasks outside of question-answering. LLM responses are sometimes called "hallucinati…
The Role of Handling Attributive Nouns in Improving Chinese-To-English Machine Translation
Lisa Wang, Adam Meyers, John E. Ortega +1
Translating between languages with drastically different grammatical conventions poses challenges, not just for human interpreters but also for machine translation systems. In this…
Semantic Role Labeling of NomBank Partitives
Adam Meyers, Advait Pravin Savant, John E. Ortega
This article is about Semantic Role Labeling for English partitive nouns (5%/REL of the price/ARG1; The price/ARG1 rose 5 percent/REL) in the NomBank annotated corpus. Several syst…
NLP Case Study on Predicting the Before and After of the Ukraine-Russia and Hamas-Israel Conflicts
Jordan Miner, John E. Ortega
We propose a method to predict toxicity and other textual attributes through the use of natural language processing (NLP) techniques for two recent events: the Ukraine-Russia and H…