no code implementations • 16 Jun 2023 • Komal K. Teru
Due to the semantic complexity of the Relation extraction (RE) task, obtaining high-quality human labelled data is an expensive and noisy process.
9 code implementations • ICML 2020 • Komal K. Teru, Etienne Denis, William L. Hamilton
The dominant paradigm for relation prediction in knowledge graphs involves learning and operating on latent representations (i. e., embeddings) of entities and relations.
no code implementations • 16 Nov 2019 • Riashat Islam, Komal K. Teru, Deepak Sharma, Joelle Pineau
This data distribution shift between current and past samples can significantly impact the performance of most modern off-policy based policy optimization algorithms.
no code implementations • 16 Nov 2019 • Komal K. Teru, Aishik Chakraborty
Societal bias towards certain communities is a big problem that affects a lot of machine learning systems.