no code implementations • 20 Jan 2023 • Colin White, Mahmoud Safari, Rhea Sukthanker, Binxin Ru, Thomas Elsken, Arber Zela, Debadeepta Dey, Frank Hutter
Specialized, high-performing neural architectures are crucial to the success of deep learning in these areas.
Natural Language Understanding Neural Architecture Search +2
2 code implementations • NeurIPS 2023 • Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sukthanker, Thomas Brox, Frank Hutter
In this work, we introduce a unifying search space design framework based on context-free grammars that can naturally and compactly generate expressive hierarchical search spaces that are 100s of orders of magnitude larger than common spaces from the literature.
no code implementations • 30 May 2018 • Rhea Sukthanker, Soujanya Poria, Erik Cambria, Ramkumar Thirunavukarasu
Entity resolution aims at resolving repeated references to an entity in a document and forms a core component of natural language processing (NLP) research.