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ExpBERT: Representation Engineering with Natural Language Explanations

May 05, 2020
Shikhar Murty, Pang Wei Koh, Percy Liang

* ACL 2020 

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CLOSURE: Assessing Systematic Generalization of CLEVR Models

Dec 12, 2019
Dzmitry Bahdanau, Harm de Vries, Timothy J. O'Donnell, Shikhar Murty, Philippe Beaudoin, Yoshua Bengio, Aaron Courville

* Technical report 

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Systematic Generalization: What Is Required and Can It Be Learned?

Nov 30, 2018
Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron Courville

* Preprint. Work in progress 

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Embedded-State Latent Conditional Random Fields for Sequence Labeling

Sep 28, 2018
Dung Thai, Sree Harsha Ramesh, Shikhar Murty, Luke Vilnis, Andrew McCallum

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Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures

May 17, 2018
Luke Vilnis, Xiang Li, Shikhar Murty, Andrew McCallum

* ACL 2018 camera-ready version, 14 pages including appendices 

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Finer Grained Entity Typing with TypeNet

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

* Accepted at 6th Workshop on Automated Knowledge Base Construction (AKBC) at NIPS 2017 

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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

* 4 pages, ICML 2017 DeepStruct Workshop 

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Joint Matrix-Tensor Factorization for Knowledge Base Inference

Jun 02, 2017
Prachi Jain, Shikhar Murty, Mausam, Soumen Chakrabarti

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