← Search

Nacime Bouziani

2 accepted papers

2024

REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking

NAACL 2024industry

Extracting structured information from unstructured text is critical for many downstream NLP applications and is traditionally achieved by closed information extraction (cIE). However, existing approaches for cIE suffer from two limitations: (i) they are often pipelines which makes them prone to err…

2021

Optimal Order Simple Regret for Gaussian Process Bandits

NeurIPS 2021poster

Consider the sequential optimization of a continuous, possibly non-convex, and expensive to evaluate objective function $f$. The problem can be cast as a Gaussian Process (GP) bandit where $f$ lives in a reproducing kernel Hilbert space (RKHS). The state of the art analysis of several learning algor…

Cited by 55SourcePDFScholar