Emma Strubell
Emma Strubell
Assistant Professor, Carnegie Mellon University
Verified email at cs.cmu.edu - Homepage
TitleCited byYear
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
111*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
762018
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
552015
Energy and Policy Considerations for Deep Learning in NLP
E Strubell, A Ganesh, A McCallum
arXiv preprint arXiv:1906.02243, 2019
522019
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
472018
Machine-learned and codified synthesis parameters of oxide materials
E Kim, K Huang, A Tomala, S Matthews, E Strubell, A Saunders, ...
Scientific data 4, 170127, 2017
372017
An introduction to quantum algorithms
E Strubell
252011
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
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
142015
Universal schema for slot-filling, cold-start KBP and event argument extraction: UMAss IESL at TAC KBP 2014
B Roth, E Strubell, J Sullivan, L Vikraman, K Silverstein, A McCallum
Text Analysis Conference (Knowledge Base Population Track)’14 Workshop (TAC …, 2014
112014
Multi-task learning for parsing the alexa meaning representation language
V Perera, T Chung, T Kollar, E Strubell
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
82018
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
72016
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
62017
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
52017
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
32018
Dependency parsing with dilated iterated graph CNNs
E Strubell, A McCallum
arXiv preprint arXiv:1705.00403, 2017
32017
Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks
E Kim, Z Jensen, A van Grootel, K Huang, M Staib, S Mysore, HS Chang, ...
arXiv preprint arXiv:1901.00032, 2018
22018
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
22017
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
2019
Machine Learning Models for Efficient and Robust Natural Language Processing
E Strubell
2019
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