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Legislative Language For Success, Sanjana Gundala Jun 2022

Legislative Language For Success, Sanjana Gundala

Master's Theses

Legislative committee meetings are an integral part of the lawmaking process for local and state bills. The testimony presented during these meetings is a large factor in the outcome of the proposed bill. This research uses Natural Language Processing and Machine Learning techniques to analyze testimonies from California Legislative committee meetings from 2015-2016 in order to identify what aspects of a testimony makes it successful. A testimony is considered successful if the alignment of the testimony matches the bill outcome (alignment is "For" and the bill passes or alignment is "Against" and the bill fails). The process of finding what …


Misheard Me Oronyminator: Using Oronyms To Validate The Correctness Of Frequency Dictionaries, Jennifer G. Hughes Jun 2013

Misheard Me Oronyminator: Using Oronyms To Validate The Correctness Of Frequency Dictionaries, Jennifer G. Hughes

Master's Theses

In the field of speech recognition, an algorithm must learn to tell the difference between "a nice rock" and "a gneiss rock". These identical-sounding phrases are called oronyms. Word frequency dictionaries are often used by speech recognition systems to help resolve phonetic sequences with more than one possible orthographic phrase interpretation, by looking up which oronym of the root phonetic sequence contains the most-common words.

Our paper demonstrates a technique used to validate word frequency dictionary values. We chose to use frequency values from the UNISYN dictionary, which tallies each word on a per-occurance basis, using a proprietary text corpus, …


Se Habla Inglés Aquí: Las Dificultades En El Tratamiento De La Depresión En Latinos En Los Estados Unidos, Melissa Kim Dundas Mar 2013

Se Habla Inglés Aquí: Las Dificultades En El Tratamiento De La Depresión En Latinos En Los Estados Unidos, Melissa Kim Dundas

World Languages and Cultures

This project attempts to identify and bring to light the issues relating to treatment of Latinos and native Spanish speakers in the United States. The stigma surrounding depression is already strong in the U.S., and when minorities, who tend to have their own views of mental health disorders and who are less likely to seek treatment for any mental health disorder they might have, are added to the picture, the rates of treatment go drastically down. There are many factors that play into whether or not Latinos will seek treatment for depression, many of which revolve around language and culture, …