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Events for December 13, 2022
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PhD Thesis Proposal - Wenzuan Zhou
Tue, Dec 13, 2022 @ 09:00 AM - 11:00 PM
Thomas Lord Department of Computer Science
University Calendar
PhD Candidate: Wenxuan Zhou
Title: Relation Extraction: Models, Robustness, and Generalization
Chair: Muhao Chen
Committee members: Laurent Itti, Jonathan May, Tianshu Sun, Robin Jia
Abstract: With large amounts of digital text generated every day, it is important to extract structured knowledge automatically from the text. Relation extraction (RE), as one essential step of the solution, aims at identifying relationships among entities in a given piece of text. In this thesis proposal, I will present my work during my Ph.D. on RE from three perspectives: (1) designing effective RE models based on pretrained language models; (2) Improving the robustness of RE models, especially against entity bias; and (3) building data-efficient RE models in low-resource scenarios, which is important for real-world applications. After these, I will introduce my ongoing work and future directions for RE.
WebCast Link: : https://usc.zoom.us/j/6915039300
Audiences: Everyone Is Invited
Contact: Lizsl De Leon
This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.
