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Andrew McCallum

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Automatically Extracting Action Graphs from Materials Science Synthesis Procedures

Nov 28, 2017
Sheshera Mysore, Edward Kim, Emma Strubell, Ao Liu, Haw-Shiuan Chang, Srikrishna Kompella, Kevin Huang, Andrew McCallum, Elsa Olivetti

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RelNet: End-to-End Modeling of Entities & Relations

Nov 16, 2017
Trapit Bansal, Arvind Neelakantan, Andrew McCallum

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Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning

Nov 15, 2017
Rajarshi Das, Shehzaad Dhuliawala, Manzil Zaheer, Luke Vilnis, Ishan Durugkar, Akshay Krishnamurthy, Alex Smola, Andrew McCallum

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Finer Grained Entity Typing with TypeNet

Nov 15, 2017
Shikhar Murty, Patrick Verga, Luke Vilnis, Andrew McCallum

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Attending to All Mention Pairs for Full Abstract Biological Relation Extraction

Nov 15, 2017
Patrick Verga, Emma Strubell, Ofer Shai, Andrew McCallum

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Low-Rank Hidden State Embeddings for Viterbi Sequence Labeling

Aug 02, 2017
Dung Thai, Shikhar Murty, Trapit Bansal, Luke Vilnis, David Belanger, Andrew McCallum

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Improved Representation Learning for Predicting Commonsense Ontologies

Aug 01, 2017
Xiang Li, Luke Vilnis, Andrew McCallum

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Fast and Accurate Entity Recognition with Iterated Dilated Convolutions

Jul 22, 2017
Emma Strubell, Patrick Verga, David Belanger, Andrew McCallum

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Dependency Parsing with Dilated Iterated Graph CNNs

Jul 21, 2017
Emma Strubell, Andrew McCallum

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End-to-End Learning for Structured Prediction Energy Networks

Jul 15, 2017
David Belanger, Bishan Yang, Andrew McCallum

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