Emma Strubell
Emma Strubell
Assistant Professor, Carnegie Mellon University
Verified email at cs.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Energy and policy considerations for deep learning in NLP
E Strubell, A Ganesh, A McCallum
arXiv preprint arXiv:1906.02243, 2019
5322019
Fast and accurate entity recognition with iterated dilated convolutions
E Strubell, P Verga, D Belanger, A McCallum
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
234*2017
Linguistically-Informed Self-Attention for Semantic Role Labeling
E Strubell, P Verga, D Andor, D Weiss, A McCallum
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
2272018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction
P Verga, E Strubell, A McCallum
Proceedings of the 2018 Conference of the North American Chapter of the …, 2018
1322018
Multilingual relation extraction using compositional universal schema
P Verga, D Belanger, E Strubell, B Roth, A McCallum
Proceedings of the 2016 Conference of the North American Chapter of the …, 2015
822015
Machine-learned and codified synthesis parameters of oxide materials
E Kim, K Huang, A Tomala, S Matthews, E Strubell, A Saunders, ...
Scientific data 4 (1), 1-9, 2017
722017
An introduction to quantum algorithms
E Strubell
382011
The materials science procedural text corpus: Annotating materials synthesis procedures with shallow semantic structures
S Mysore, Z Jensen, E Kim, K Huang, HS Chang, E Strubell, J Flanigan, ...
arXiv preprint arXiv:1905.06939, 2019
212019
Building Knowledge Bases with Universal Schema: Cold Start and Slot-Filling Approaches.
B Roth, N Monath, D Belanger, E Strubell, P Verga, A McCallum
TAC, 2015
192015
Inorganic materials synthesis planning with literature-trained neural networks
E Kim, Z Jensen, A van Grootel, K Huang, M Staib, S Mysore, HS Chang, ...
Journal of chemical information and modeling 60 (3), 1194-1201, 2020
182020
Automatically extracting action graphs from materials science synthesis procedures
S Mysore, E Kim, E Strubell, A Liu, HS Chang, S Kompella, K Huang, ...
arXiv preprint arXiv:1711.06872, 2017
162017
Learning dynamic feature selection for fast sequential prediction
E Strubell, L Vilnis, K Silverstein, A McCallum
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
162015
Multi-task learning for parsing the alexa meaning representation language
V Perera, T Chung, T Kollar, E Strubell
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
132018
Attending to all mention pairs for full abstract biological relation extraction
P Verga, E Strubell, O Shai, A McCallum
arXiv preprint arXiv:1710.08312, 2017
102017
Extracting Multilingual Relations under Limited Resources: TAC 2016 Cold-Start KB construction and Slot-Filling using Compositional Universal Schema.
HS Chang, A Munir, A Liu, JTZ Wei, A Traylor, A Nagesh, N Monath, ...
TAC, 2016
92016
Syntax helps elmo understand semantics: is syntax still relevant in a deep neural architecture for srl?
E Strubell, A McCallum
arXiv preprint arXiv:1811.04773, 2018
52018
Dependency parsing with dilated iterated graph cnns
E Strubell, A McCallum
arXiv preprint arXiv:1705.00403, 2017
52017
Energy and policy considerations for modern deep learning research
E Strubell, A Ganesh, A McCallum
Proceedings of the AAAI Conference on Artificial Intelligence 34 (09), 13693 …, 2020
42020
An epidemiological model of internet worms with hierarchical dispersal and spatial clustering of hosts
DE Hiebeler, A Audibert, E Strubell, IJ Michaud
Journal of theoretical biology 418, 8-15, 2017
32017
Minimally Supervised Event Argument Extraction Using Universal Schema
B Roth, E Strubell, K Silverstein, A McCallum
Neural Information Processing Systems (NIPS) Workshop on Automatic Knowledge …, 2014
22014
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Articles 1–20