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Andrew McCallum

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Low Resource Recognition and Linking of Biomedical Concepts from a Large Ontology

Jan 27, 2021
Sunil Mohan, Rico Angell, Nick Monath, Andrew McCallum

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Scalable Bottom-Up Hierarchical Clustering

Nov 04, 2020
Nicholas Monath, Avinava Dubey, Guru Guruganesh, Manzil Zaheer, Amr Ahmed, Andrew McCallum, Gokhan Mergen, Marc Najork, Mert Terzihan, Bryon Tjanaka, Yuan Wang, Yuchen Wu

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Improving Local Identifiability in Probabilistic Box Embeddings

Oct 29, 2020
Shib Sankar Dasgupta, Michael Boratko, Dongxu Zhang, Luke Vilnis, Xiang Lorraine Li, Andrew McCallum

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Clustering-based Inference for Zero-Shot Biomedical Entity Linking

Oct 21, 2020
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum

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Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion

Oct 09, 2020
Rajarshi Das, Ameya Godbole, Nicholas Monath, Manzil Zaheer, Andrew McCallum

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Unsupervised Pre-training for Biomedical Question Answering

Sep 27, 2020
Vaishnavi Kommaraju, Karthick Gunasekaran, Kun Li, Trapit Bansal, Andrew McCallum, Ivana Williams, Ana-Maria Istrate

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Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models

Sep 20, 2020
Subhajit Naskar, Amirmohammad Rooshenas, Simeng Sun, Mohit Iyyer, Andrew McCallum

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