Search Results for author: Pavan Holur

Found 5 papers, 0 papers with code

Embed-Search-Align: DNA Sequence Alignment using Transformer Models

no code implementations20 Sep 2023 Pavan Holur, K. C. Enevoldsen, Shreyas Rajesh, Lajoyce Mboning, Thalia Georgiou, Louis-S. Bouchard, Matteo Pellegrini, Vwani Roychowdhury

In this framework, a novel encoder model DNA-ESA generates representations of reads and fragments of the reference, which are projected into a shared vector space where the read-fragment distance is used as surrogate for alignment.

Semantic Similarity Semantic Textual Similarity

Which side are you on? Insider-Outsider classification in conspiracy-theoretic social media

no code implementations ACL 2022 Pavan Holur, Tianyi Wang, Shadi Shahsavari, Timothy Tangherlini, Vwani Roychowdhury

In these, an outside group threatens the integrity of an inside group, leading to the emergence of sharply defined group identities: Insiders -- agents with whom the authors identify and Outsiders -- agents who threaten the insiders.

Language Modelling

Conspiracy in the Time of Corona: Automatic detection of Covid-19 Conspiracy Theories in Social Media and the News

no code implementations28 Apr 2020 Shadi Shahsavari, Pavan Holur, Timothy R. Tangherlini, Vwani Roychowdhury

Understanding the dynamics of storytelling on social media and the narrative frameworks that provide the generative basis for these stories may also be helpful for devising methods to disrupt their spread.

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