no code implementations • 3 Dec 2024 • Dani Roytburg, Deborah Olorunisola, Sandeep Soni, Lauren Klein
In this project, we describe a method of modeling semantic leadership across a set of communities associated with the #BlackLivesMatter movement, which has been informed by qualitative research on the structure of social media and Black Twitter in particular.
1 code implementation • 27 May 2023 • Sandeep Soni, Amanpreet Sihra, Elizabeth F. Evans, Matthew Wilkens, David Bamman
Tracking characters and locations throughout a story can help improve the understanding of its plot structure.
1 code implementation • 28 Apr 2023 • Kent K. Chang, Mackenzie Cramer, Sandeep Soni, David Bamman
In this work, we carry out a data archaeology to infer books that are known to ChatGPT and GPT-4 using a name cloze membership inference query.
1 code implementation • 24 Oct 2022 • Sandeep Soni, David Bamman, Jacob Eisenstein
A standard measure of the influence of a research paper is the number of times it is cited.
no code implementations • 30 Aug 2021 • Jacob Beel, Tong Xiang, Sandeep Soni, Diyi Yang
As public discourse continues to move and grow online, conversations about divisive topics on social media platforms have also increased.
1 code implementation • 12 Mar 2021 • Sandeep Soni, Lauren Klein, Jacob Eisenstein
This paper supplements recent qualitative work on the role of women in abolition's vanguard, as well as the role of the Black press, with a quantitative text modeling approach.
1 code implementation • 25 May 2020 • Bing He, Caleb Ziems, Sandeep Soni, Naren Ramakrishnan, Diyi Yang, Srijan Kumar
The spread of COVID-19 has sparked racism and hate on social media targeted towards Asian communities.
1 code implementation • 9 Sep 2019 • Sandeep Soni, Kristina Lerman, Jacob Eisenstein
However, simply knowing that a word has changed in meaning is insufficient to identify the instances of word usage that convey the historical or the newer meaning.
no code implementations • 1 Mar 2019 • Nazgol Tavabi, Nathan Bartley, Andrés Abeliuk, Sandeep Soni, Emilio Ferrara, Kristina Lerman
The deep and darkweb (d2web) refers to limited access web sites that require registration, authentication, or more complex encryption protocols to access them.
1 code implementation • 16 Feb 2018 • Sandeep Soni, Shawn Ling Ramirez, Jacob Eisenstein
However, detecting social influence from observational data is challenging due to confounds like homophily and practical issues like missing data.
no code implementations • 24 Mar 2017 • Justin Cranshaw, Emad Elwany, Todd Newman, Rafal Kocielnik, Bowen Yu, Sandeep Soni, Jaime Teevan, Andrés Monroy-Hernández
Although information workers may complain about meetings, they are an essential part of their work life.
no code implementations • 7 Sep 2016 • Rahul Goel, Sandeep Soni, Naman Goyal, John Paparrizos, Hanna Wallach, Fernando Diaz, Jacob Eisenstein
Language change is a complex social phenomenon, revealing pathways of communication and sociocultural influence.