Schema-driven information extraction from heterogeneous tables

F Bai, J Kang, G Stanovsky, D Freitag, M Dredze… - arxiv preprint arxiv …, 2023 - arxiv.org
In this paper, we explore the question of whether large language models can support cost-
efficient information extraction from tables. We introduce schema-driven information …

Famus: Frames across multiple sources

S Vashishtha, A Martin, W Gantt, B Van Durme… - arxiv preprint arxiv …, 2023 - arxiv.org
Understanding event descriptions is a central aspect of language processing, but current
approaches focus overwhelmingly on single sentences or documents. Aggregating …

Leveraging Engineering Management Principles for an Effective Talent Management Strategy

KL Reese - 2025 - search.proquest.com
This praxis investigates how engineering management principles enhance diversity in
promotions and address systemic barriers in talent management. Comparing two …

Iterative Decision Making in Structured Prediction

Y Chen - 2024 - jscholarship.library.jhu.edu
This thesis investigates structured prediction problems in natural language processing
through iterative decision-making, where a model (or agent) makes a sequence of decisions …

[PDF][PDF] Information Extraction on Scientific Literature under Limited Supervision

F Bai - 2023 - bflashcp3f.github.io
As with all the Ph. D. stories, my Ph. D. journey has its ups and downs, and will be a forever
cherished memory for the rest of my life. First and foremost, I would like to give special …