Ivana Balažević

Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models

Robert Logan, Ivana Balažević, Eric Wallace et al. · Findings of the Association for Computational Linguistics: ACL 2022 · 2022 · 125 citations · Full text

Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings

David Chang, Ivana Balažević, Carl Allen et al. · 2020 · 33 citations · Full text

Engineering, Machine Learning, Biomedical Concept Embeddings +16

Multi-relational Poincaré Graph Embeddings

Ivana Balažević, Carl Allen, Timothy M. Hospedales · arXiv (Cornell University) · 2019 · 29 citations · Full text

What the Vec? Towards Probabilistically Grounded Embeddings

Carl Allen, Ivana Balažević, Timothy M. Hospedales · Edinburgh Research Explorer (University of Edinburgh) · 2019 · 14 citations · Full text

On Understanding Knowledge Graph Representation

Carl Allen, Ivana Balažević, Timothy M. Hospedales · arXiv (Cornell University) · 2019 · 12 citations · Full text

Engineering, Low-rank Latent Structure, Semantics +20