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David Bamman - Professor, Information, School of
Status: Full- no new appr needed Weekly Hours: 9-11 hrs Location: Off Campus
LitBank an annotated dataset of fiction to support tasks in natural language processing and the computational humanities. While it currently exists for English, we'll be branching out to create similar resources for other language as well. The primary research will involve carrying out linguistic annotations (e.g., reading novels and marking...
Engineering, Design & Technologies Arts & Humanities Digital Humanities and Data ScienceDavid Bamman - Professor, Information, School of
Status: Full- no new appr needed Weekly Hours: 9-11 hrs Location: Off Campus
Many computational studies on people in text focus on gender. We are interested in broadening the dimensions of identity labels analyzed in natural language processing and cultural analytics. In particular, we hope to carefully curate resources and datasets for investigating the representation of race in fiction, especially in literature used...
Engineering, Design & Technologies Arts & Humanities Digital Humanities and Data ScienceDavid Bamman - Professor, Information, School of
Status: Full- no new appr needed Weekly Hours: 9-11 hrs Location: Off Campus
There are several research opportunities available for undergraduates for expanding BookNLP (https://github.com/booknlp/booknlp), a natural language processing pipeline for books and other long documents. We'll be focusing on developing BookNLP for Python, and expanding its capacity to the languages of Spanish, Russian, Japanese, and German. This work will...
Engineering, Design & Technologies Arts & Humanities Digital Humanities and Data ScienceJoshua Blumenstock - Professor, Information, School of
Status: Full- no new appr needed Weekly Hours: to be negotiated Location: On Campus
Access to credit can be an important lifeline, but it can also lock people into debt traps. Mobile banking technologies have completely transformed the ways in which people, especially in the developing world, access credit, raising new questions about fairness and welfare in lending. The goal of this project is...
Social Sciences Digital Humanities and Data ScienceJoshua Blumenstock - Professor, Information, School of
Status: Full- no new appr needed Weekly Hours: to be negotiated Location: On Campus
Over the past decade, the rapid proliferation of mobile phones, satellites, and other digital sensors has created tremendous opportunities to measure human behavior. These data also provide the foundation for the growing interdisciplinary field of computational social science. Non-traditional “big” data hold unique potential in developing and conflict-affected...
Social Sciences Digital Humanities and Data ScienceJoshua Blumenstock - Professor, Information, School of
Status: Full- no new appr needed Weekly Hours: to be negotiated Location: Off Campus
The Data-Intensive Development Lab at UC Berkeley (didl.berkeley.edu) is providing data science support to the governments of several Low and Middle Income Countries, as well as humanitarian organizations like GiveDirectly, who are doing their best to effectively respond to the evolving humanitarian crisis caused by the COVID-19 pandemic...
Social Sciences Digital Humanities and Data ScienceJoshua Blumenstock - Professor, Information, School of
Status: Current Term Now Closed Weekly Hours: to be negotiated Location: On Campus
Sustainable sand mining is one of the most pressing ecological challenges currently facing the planet. After water, sand is the world’s most valuable natural resource – over 50 billion tons of construction-grade sand and gravel were mined globally from rivers and beaches in 2021, accounting for 85% of all mineral...
Social Sciences Digital Humanities and Data Science