Today, research of all kinds is being extended, supplemented or replaced by computational analysis and modeling. This is happening in every field from archeology to zoology, in the humanities as well as in the natural and social sciences. And often, the phenomena of interest are viewed through the lens of language in digital form. This is directly true in literature, history, medicine, law, media studies, political science, sociology, and anthropology, among others. Related or analogous methods are used in studies of animal communication, in the analysis of musical scores or recordings, and so on. In this seminar, we will learn about research at Penn and elsewhere based on a wide variety of digital language materials, including the texts of novels; poetry readings; student writing; political speeches; courtroom arguments; recordings of musical performances; musical scores; cuneiform tablets; clinical interviews and neurocognitive tests; legal contracts; twitter and facebook; language learning; and even birdsong. And we will explore the foundational skills and methods that support research across all of these apparently diverse domains. We'll learn that the techniques used to analyze clinical interviews can be the same as those used to analyze poetry readings; insight into political speeches may come from the same methods used to analyze novels. Students with all backgrounds and interests are welcome. Priority in enrollment will be given to students in the Digital Humanities Program in Riepe College House, and the Research, Innovation and Entrepreneurship Program in Ware College House.

Readings in the cultural evolution of language. This encompasses research on the contribution of processes of cultural change to the emergence of language in the human species, the emergence of new languages, and language change viewed as a cultural-evolutionary process. There will be an emphasis on research employing empirical methods, particularly experimentation. Otherwise focus varies from term to term.

Detailed study of topics in syntax and semantics, e.g., pronominalization, negation, complementation. Topics vary from term to term.

Readings in modern morphological theory and evaluation of hypotheses in the light of synchronic and diachronic evidence from various languages.

Topics in Psycholinguistics

Topics are chosen from such areas as featural representations; syllable theory; metrical structure; tonal phonology; prosodic morphology; interaction of phonology with syntax and morphology.

The first part of the course expands the system from LING 580 to include intensional contexts. In particular, we discuss analyses of modals, attitude verbs, and conditionals, as well as the scope of noun phrases in modal environments. The second part of the course discusses a selection of topics from current work in semantics, such as the semantics of questions, tense and aspect, donkey anaphora, indefinites, genericity, degree constructions, events and situations, domain restriction, plurality and focus.

This course provides students with the opportunity to hone their statistical, computational, and organizational skillsets while conducting original linguistic research on data gathered in continuing fieldwork in the speech community. Topics include forced alignment and vowel extraction, auditory and automated variable coding, the application of linear and logistic regression, and techniques for effective data visualization.