Linguistics Commons^™

Predicting Stock Price Movements Using Sentiment And Subjectivity Analyses, Andrew Kirby

Dissertations, Theses, and Capstone Projects

In a quick search online, one can find many tools which use information from news headlines to make predictions concerning the trajectory of a given stock. But what if we went further, looking instead into the text of the article, to extract this and other information? Here, the goal is to extract the sentence in which a stock ticker symbol is mentioned from a news article, then determine sentiment and subjectivity values from that sentence, and finally make a prediction on whether or not the value of that stock will go up or not in a 24-hour timespan. Bloomberg News …

The Public Innovations Explorer: A Geo-Spatial & Linked-Data Visualization Platform For Publicly Funded Innovation Research In The United States, Seth Schimmel

Dissertations, Theses, and Capstone Projects

The Public Innovations Explorer (https://sethsch.github.io/innovations-explorer/app/index.html) is a web-based tool created using Node.js, D3.js and Leaflet.js that can be used for investigating awards made by Federal agencies and departments participating in the Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR) grant-making programs between 2008 and 2018. By geocoding the publicly available grants data from SBIR.gov, the Public Innovations Explorer allows users to identify companies performing publicly-funded innovative research in each congressional district and obtain dynamic district-level summaries of funding activity by agency and year. Applying spatial clustering techniques on districts' employment levels across major economic sectors provides users …

Predictors Of Lexical Accessibility Of Common And Proper Nouns In Older Age: Evidence From The Tip-Of-The-Tongue State, Amy Victoria Vogel-Eyny

Dissertations, Theses, and Capstone Projects

One of the notable language difficulties experienced by healthy older adults is word retrieval failure, specifically the tip-of-the-tongue state (TOT). A TOT occurs when one has a strong sense of knowing the word, such that the semantic content is accessed, but the entirety of the word’s phonology is temporarily inaccessible. Such retrieval difficulty is attributable, at least in part, to characteristics of the target word. Psycholinguistic features may uniquely influence the semantic and/or phonological stages of word production. An additional factor known to influence TOT-likelihood is noun type: proper nouns elicit TOTs more often than do common nouns. The discrepancy …

The Non-Uniformity Of Chinese Wh-Indefinites Through The Lens Of Algebraic Structure, Zhuo Chen

Dissertations, Theses, and Capstone Projects

This dissertation investigates the non-uniformity of Chinese wh-indefinites. The different algebraic structures associated with the different wh-indefinites are shown to play a signif- icant role in determining their possible readings. Specifically, those wh-indefinites that are associated with an unordered algebraic structure can give rise to an epistemic reading in both positive and negative sentences. Those wh-indefinites that are associated with a structure of total ordering never have an epistemic reading. They have an existential reading in posi- tive sentences and generate an insignificance reading under a clausemate negation. Shenme ‘what’ is a special in that it straddles both types of …

A Computational Study In The Detection Of English–Spanish Code-Switches, Yohamy C. Polanco

Dissertations, Theses, and Capstone Projects

Code-switching is the linguistic phenomenon where a multilingual person alternates between two or more languages in a conversation, whether that be spoken or written. This thesis studies the automatic detection of code-switching occurring specifically between English and Spanish in two corpora.

Twitter and other social media sites have provided an abundance of linguistic data that is available to researchers to perform countless experiments. Collecting the data is fairly easy if a study is on monolingual text, but if a study requires code-switched data, this becomes a complication as APIs only accept one language as a parameter. This thesis focuses on …

Prosody And Intonation In Formosan Languages, Benjamin K. Macaulay

Dissertations, Theses, and Capstone Projects

The Formosan languages are the languages of the Aboriginal peoples of Taiwan. These languages are part of the Austronesian language family, and represent all but one primary branch of this family of 1,200+ languages. The Formosan languages are endangered, some critically so. While these languages have seen attention in the literature for their syntactic and phonological systems, little work has been done on their prosodic structure or intonation.

This dissertation analyzes the prosodic structure and intonational phonology of Mantauran Rukai, Budai Rukai, Tsou, Kanakanavu, Hla’alua, Sandimen Paiwan, Piuma Paiwan, Kavalan, Amis, Bunun, Tgdaya Seediq, Truku Seediq, and Pazeh, based on …

When Misclassification Is Misgendering: Gender Prediction In The Context Of Trans Identities, Sean Miller

Dissertations, Theses, and Capstone Projects

As a subdomain of author profiling, gender prediction (sometimes called gender inference) has received a substantial amount of attention—both as a task in itself, and for other downstream analyses. Throughout the existing literature various statistical and machine learning methods have been applied to extract features in order to either characterize and differentiate female and male writing styles, or simply to achieve maximum accuracy on gender prediction as a binary classification task. However, researchers often do not disclose how they conceptualize gender nor do they consider the implications that gender prediction has for non-binary and trans individuals. Along with an overview …

On The Temporal Interpretation Of Epistemic Modals: Evidence From Palestinian Arabic, Alaa M. Sharif

Dissertations, Theses, and Capstone Projects

This thesis aims to contribute to the understanding of temporal interpretation of epistemic modals in Palestinian Arabic (PA), and develop a cross-linguistic analysis. The epistemic necessity modal akeed and the epistemic possibility modal yimkin in PA exhibit similar temporal configurations to English epistemic modals must and might, respectively. We argue for a unified underlying structure to account for the temporal configurations. The linearized combination of the epistemic modal, a silent present tense morpheme and an aspectual head morpheme derive either a present-oriented reading when the aspectual head is empty, or a future-oriented reading in presence of a silent prospective …

Working Memory Training: Cognitive And Linguistic Implications In Adult English Language Learners, Deepti Wadhera

Dissertations, Theses, and Capstone Projects

This study used a cognitive training paradigm to explore whether the same mechanisms of working memory underly conflict resolution in non-verbal and verbal domains in adult English language learners.The association between an individual’s Working Memory (WM) performance and their success in skills such as interference control, decision-making and language processing has been repeatedly highlighted by researchers in cognitive psychology and linguistic fields. Particularly, acquisition and use of a second language is one life experience in which WM ability seems valuable. However, when this association is put to the test in studies that train participants’ WM and measure transfer of these …

Tones In Shupamem Reduplication, Magdalena Markowska

Dissertations, Theses, and Capstone Projects

This thesis presents an analysis of reduplication in Shupamem, an Eastern Grassfields Bantu language of Cameroon. In this language nouns, verbs, and adjectives undergo full segmental reduplication. At the suprasegmental level, on the other hand, tones of the reduplicants are not entirely faithful to their bases. The tonal asymmetry of the reduplicted phrase also relies on the grammatical function of that phrase within a clause, as well as on the neighboring grammatical words, such as tense particles. This morphological process gives also an insight to an underlying tonal representations in Shupamem. Nominal reduplication, in particular, provides a proof of the …

Bilingual Reading Fluency And Prediction: Heritage Language Versus Second Language, Olga Parshina

Dissertations, Theses, and Capstone Projects

The thesis presents the first comparative investigation of reading fluency and factors that affect it by examining eye movements in reading by Heritage Speakers (HSs) and L2 learners of Russian. The eye movements of bilingual participants are compared to two control groups, monolingual adults and monolingual children. Following the introductory Chapter 1, in Chapter 2 we present the study that establishes basic eye-movement characteristics in reading for Heritage Speakers and L2 learners in connection to proficiency and linguistics factors of word length and frequency. Contrary to our predictions, we found that all eye-movement characteristics of high-proficiency HSs are different from …

Mitigating Gender Bias In Neural Machine Translation Using Counterfactual Data, Alan Wong

Dissertations, Theses, and Capstone Projects

Recent advances in deep learning have greatly improved the ability of researchers to develop effective machine translation systems. In particular, the application of modern neural architectures, such as the Transformer, has achieved state-of-the-art BLEU scores in many translation tasks. However, it has been found that even state-of-the-art neural machine translation models can suffer from certain implicit biases, such as gender bias (Lu et al., 2019). In response to this issue, researchers have proposed various potential solutions: some have proposed approaches that inject missing gender information into models, while others have attempted modifying the training data itself. We focus on mitigating …

Integrating Affect Perception Tasks From The New York Emotion Battery Into A Comprehensive Measure Of Neuropsychological Change Across The Lifespan, Melinda A. Cornwell

Dissertations, Theses, and Capstone Projects

Background: The ability to perceive others’ emotions is a vital skill for social competency, impacting the success of personal and professional relationships (Brinton & Fujiki, 2011; Cassidy et al., 1992; Côté & Miners, 2006). According to Socioemotional Selectivity Theory (SST; Carstensen, 1991), human motivation develops to become more discerning in choosing milieus that yield the most gratifying return on the investment of personal resources (e.g., time, attention, and effort), perhaps explaining why some research findings indicate that older adults may demonstrate an affect perception (AP) bias described as a positivity effect (Reed et al., 2014). Moreover, AP predicts cognitive and …

Acquisition Orders And Instructional Sequences: A Case Study Of Russian Textbooks, Olga Ozhiganova

Dissertations, Theses, and Capstone Projects

Previous research on English as a second language has established the linguistic phenomenon of the natural order of morpheme acquisition in which grammatical features are acquired by learners in a specific order. The acquisition of Russian morphosyntax as an L2 had not been established until Gor’s (2019) research. The present study employs Gor’s (2019) findings to examine whether the order in which five Russian morphosyntactic features—case, impersonal sentences, location-direction, aspect, verbs of motion (VoM)—are acquired is reflected in second-year Russian instructional materials by investigating three commonly used textbooks. The results reveal that (1) the documented order in which Russian morphosyntactic …

360º Video And Language Documentation: Towards A Corpus Of Kanien'kéha (Mohawk), Joseph Pentangelo

Dissertations, Theses, and Capstone Projects

Robust documentation is a major goal of documentary linguistics. Recognizing spoken language as a multimodal phenomenon, researchers working in this field broadly agree that video is an improvement over audio-only recording. At the same time, video is limited by the format’s frame, which permits only a relatively small portion of the visual field to be recorded at any given time. This results in much data being lost, as the documenter must decide where to aim their camera, necessarily leaving out more than they record.

In this dissertation, I apply 360º video to language documentation for the first time. 360º video, …

Does The Word "Chien" Bark? Representation Learning In Neural Machine Translation Encoders, Emily Campbell

Dissertations, Theses, and Capstone Projects

This thesis presents experiments with using representation learning to explore how neural networks learn. Neural networks which take text as input create internal representations of the text during their training. Recent work has found that these representations can be used to perform other downstream linguistic tasks, such as part-of-speech (POS) tagging. This demonstrates that the neural networks are learning linguistic information and storing this information in the representations. We focus on the representations created by neural machine translation (NMT) models and whether they can be used in POS tagging. We train 5 NMT models including an auto-encoder. We extract the …

The Medium Of Liberation: Kurdish Language And Education Activism In Turkey, Demet Arpacik

Dissertations, Theses, and Capstone Projects

This ethnographic study examines the Kurdish language and education activism, which I argue, is an anti-colonial movement generating decolonial forms of practices as responses. Prohibited to be spoken even in private spaces until 1991 in Turkey, the Kurdish language has been an intense object of struggle between the Turkish state and the Kurdish population. What historical, political, and sociocultural forces have contributed to colonial language governmentality in Turkey against the Kurdish language and its speakers? How do Kurdish activists challenge the linguistic hegemony in their semi-formal spaces and in what ways are their practices, discourses and policies decolonial? My study …

The Sounds Of Sikles Gurung: A Phonetic And Phonological Description Of A Tibeto-Burman Language Of Nepal, Danielle Ronkos

Dissertations, Theses, and Capstone Projects

This dissertation describes the sound system of the Sikles variety of Gurung, or Tamu Kyui, a Tibeto-Burman minority language of Nepal. Drawing on data collected with the help of Sikles Gurung speakers living in Nepal and New York between 2014 and 2018, it presents evidence that the phonetics and phonology of this variety differ from descriptions of other varieties. Major findings include contrastive vowel duration, a 2-category register system rather than the 4-tone system reported for other varieties, and allophonic secondary consonant articulations assigned by the backness of adjacent vowels and glides. The secondary articulation system is linked to the …

Cot In The Act: Ethnicity And Age Affects Phonemic Perception Of The Low-Back Merger In New York City English, Omar Ortiz

Dissertations, Theses, and Capstone Projects

ABSTRACT

This paper is an experimental study on how perceptions about a speaker’s age and ethnicity may influence whether listeners perceive the THOUGHT / LOT distinction. The macro-categories of age and ethnicity have been found to correlate with the lowering of raised THOUGHT (Wong 2012, Becker 2010) and the favoring of the merged vowels in perception (Haddican et al. 2016). This thesis examines whether images of faces associated with different age and ethnicity categories condition perception of auditory stimuli as belonging to either the LOT or THOUGHT class. This thesis builds on previous results suggesting that non-linguistic information influences speech …

The Grammatical Systems Of Attentionworthiness: Positional Signals And Invariant Meanings In Spanish Word Order, Eduardo Ho-Fernández

Dissertations, Theses, and Capstone Projects

This dissertation presents a Columbia School analysis of word order phenomena in Spanish. The data was sourced from a corpus of manually collected utterances extracted from six volumes of Latin American short stories written in the twentieth century. The study employs various qualitative and quantitative techniques in order to test the various hypotheses offered as explanations of the distributional problems selected for the study. The observations roughly correspond to word orders that the grammatical tradition describes as having to do with either verbs with one argument (SV, VS, OV, VO) or verbs with two arguments (SVO, OVS, VSO, VOS, SOV, …

Processing Coercion In A First, Non-Dominant Language: Mandarin-English Heritage Bilinguals, Christina N. Dadurian

Dissertations, Theses, and Capstone Projects

Recent work in heritage language grammars has shown variability in L1 competence, despite high proficiency in both languages. While sources of variation have been debated, little attention has been given to the role of language dominance. This thesis uses a self-paced listening task to explicitly investigate the roles of language dominance and pragmatic competence in how heritage speakers of Mandarin Chinese process aspectual coercion in their non-dominant home language, as compared to late bilinguals. Specifically, constructions that vary in acceptability and salience in input between Mandarin and English are tested: Iterative coercion, complement event coercion of entity NPs, and perfective …

The Objectives Of Public Higher Education In New York City Through The Lens Of Language, John-Nicholas Parker

Dissertations, Theses, and Capstone Projects

This paper displays the objectives of public higher education in New York City and their relation to changes in the city. Public higher education in New York City relies on the support of the public. This paper details adjustments to the lexicon of the school in response to changing demographics and historical events by examining statements provided by the school during different periods. Changes to the lexicon relating to class, gender, race, ethnicity, and military service are examined in relation to their historical context. Sources examined in this paper include commission reports, student newspapers, and mission statements. The paper finds …

Inferring Research Fields In Administrative Records Using Text Data, Ekaterina Levitskaya

Dissertations, Theses, and Capstone Projects

The UMETRICS database (Universities: Measuring the Effects of Research on Innovation, Competitiveness, and Science) contains rich information on grants from sponsored federal and non-federal research for 32 universities over a 15-year period. It is hosted at IRIS (Institute for Research on Innovation and Science, University of Michigan) and serves as a rich source of university administrative data; however, it does not contain information on research fields. Categorizing grants data by research field can help to measure results of investment in research and science and provide evidence for the data-driven policy-making; yet administrative data often lacks this type of categorization. In …

Genderlects In Social Media, Alina Korovatskaya

Dissertations, Theses, and Capstone Projects

Many studies have found significant differences in ways men and women use language; some argue that these differences occur as a result of culture differences, and others suggest that they are influenced by differences in social status and power between the genders. However, some of the major studies were concluded decades ago and do not reflect changes in gender relations in recent years. In this study, we analyze modern conversations using two social media platforms, Twitter and Reddit, to determine whether substantial differences between men and women’s use of language were preserved between the genders.

From The Unspoken To The Verbalized: Different Ways Of Communication And Their Relationship To Culture In A Traditional Lakota Narrative "Ikto Na Wičhá Ha Kiŋ”, Or “Ikto And The Racoon Skin”, Liliana R. Boladz-Nekipelov

Dissertations, Theses, and Capstone Projects

This master’s thesis is a discourse analysis of a traditional Lakota story, " Iktó na wičhá ha kiŋ”, or “Ikto and the Racoon Skin”, one of the 64 stories included in the “Dakota Texts”, which were collected by Ella Deloria at three Lakota reservations in 1930s as a part of Franz Boas’ language documentation project. The thesis is also an attempt to examine different communicative strategies employed within the narrative and their relationship to culture, as well as the relationship between form and the transfer of meaning and culture and meaning. The analysis is conducted using Dell Hymes’ ethnographic approach …

Hebrew As A Gendered Language And An Oppressive Mechanism Against Women In The Israeli Society, Rotem Itzhaky

Dissertations, Theses, and Capstone Projects

Wherever you look, whether reading a textbook, scrolling through wanted ads, looking at job requirements, or just watching the news on the television – the effects of the gendered nature of Hebrew are noticeable everywhere. For many years I have been fascinated by the fact that Hebrew is a gendered language in a way that promotes patriarchy by using the unmarked masculine form of words as a default. Some claim that the language as we know it today is neutral, and not discriminatory, while others, including women which interviews you can find in this paper, do not experience it as …

Doing Away With Defaults: Motivation For A Gradient Parameter Space, Katherine Howitt

Dissertations, Theses, and Capstone Projects

In this thesis, I propose a reconceptualization of the traditional syntactic parameter space of the principles and parameters framework (Chomsky, 1981). In lieu of binary parameter settings, parameter values exist on a gradient plane where a learner’s knowledge of their language is encoded in their confidence that a particular parametric target value, and thus grammatical construction of an encountered sentence, is likely to be licensed by their target grammar. First, I discuss other learnability models in the classic parameter space which lack either psychological plausibility, theoretical consistency, or some combination of the two. Then, I argue for the Gradient Parameter …

Knowledge Of The Present Perfect By Albanian/English Bilinguals, Erjon Xholi

Dissertations, Theses, and Capstone Projects

This paper concerns the acquisition process of a specific part of English grammar by native speakers of Albanian. The focus is the English present perfect, and the similarities and differences that it bears to the Albanian Compound Perfective. The two constructions are made from similar parts, but they crucially differ in the aspectual nature of their participles. While the Albanian particle is perfective, the English is underspecified. We argue that the process of the acquisition of the PP by Albanian bilinguals is one where input, analogy, and direct grammar teaching do not suffice. We apply Generative Grammar logic to the …

Phonologically-Informed Speech Coding For Automatic Speech Recognition-Based Foreign Language Pronunciation Training, Anthony J. Vicario

Dissertations, Theses, and Capstone Projects

Automatic speech recognition (ASR) and computer-assisted pronunciation training (CAPT) systems used in foreign-language educational contexts are often not developed with the specific task of second-language acquisition in mind. Systems that are built for this task are often excessively targeted to one native language (L1) or a single phonemic contrast and are therefore burdensome to train. Current algorithms have been shown to provide erroneous feedback to learners and show inconsistencies between human and computer perception. These discrepancies have thus far hindered more extensive application of ASR in educational systems.

This thesis reviews the computational models of the human perception of American …

Ghost Peppers: Using Ensemble Models To Detect Professor Attractiveness Commentary On Ratemyprofessors.Com, Angie Waller

Dissertations, Theses, and Capstone Projects

In June 2018, RateMyProfessors.com (RMP), a popular website for students to leave professor reviews, removed a controversial feature known as the “chili pepper” which allowed students to rate their professors as “hot” or “not hot.” Though past research has rigorously analyzed the correlation of the chili pepper with higher ratings in other categories (Felton, Mitchell, and Stinson, 2004; Felton et al., 2008), none has measured the effect of the removal of the chili pepper on the text content submitted by students. While it is a positive step that the chili pepper has been removed, text commentary on teacher attractiveness persists …