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Pat Verga
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Fast and accurate entity recognition with iterated dilated convolutions
E Strubell, P Verga, D Belanger, A McCallum
EMNLP, 2017
376*2017
Linguistically-informed self-attention for semantic role labeling
E Strubell, P Verga, D Andor, D Weiss, A McCallum
EMNLP, 2018
3332018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction
P Verga, E Strubell, A McCallum
NAACL-HLT, 2018
2192018
Sleep promotes consolidation and generalization of extinction learning in simulated exposure therapy for spider fear
EF Pace-Schott, PW Verga, TS Bennett, RMC Spencer
Journal of psychiatric research 46 (8), 1036-1044, 2012
1462012
Multilingual relation extraction using compositional universal schema
P Verga, D Belanger, E Strubell, B Roth, A McCallum
NAACL-HLT, 2016
1032016
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking
S Murty, P Verga, L Vilnis, I Radovanovic, A McCallum
ACL, 2018
822018
Extinction of conditioned fear is better learned and recalled in the morning than in the evening
EF Pace-Schott, RMC Spencer, S Vijayakumar, NAK Ahmed, PW Verga, ...
Journal of Psychiatric Research 47 (11), 1776-1784, 2013
792013
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders
A Drozdov, P Verga, M Yadav, M Iyyer, A McCallum
NAACL-HLT, 2019
742019
Marginal likelihood training of BiLSTM-CRF for biomedical named entity recognition from disjoint label sets
N Greenberg, T Bansal, P Verga, A McCallum
Proceedings of the 2018 conference on empirical methods in natural language …, 2018
642018
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
P Verga, A Neelakantan, A McCallum
European Chapter of the ACL (EACL), 2017
482017
Facts as experts: Adaptable and interpretable neural memory over symbolic knowledge
P Verga, H Sun, LB Soares, WW Cohen
arXiv preprint arXiv:2007.00849, 2020
332020
Row-less universal schema
P Verga, A McCallum
5th Workshop on Automated Knowledge Base Construction (AKBC), 2016
272016
Emotional trait and memory associates of sleep timing and quality
EF Pace-Schott, ZS Rubin, LE Tracy, RMC Spencer, SP Orr, PW Verga
Psychiatry research 229 (3), 999-1010, 2015
252015
Finer grained entity typing with typenet
S Murty, P Verga, L Vilnis, A McCallum
AKBC, 2017
202017
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
Adaptable and Interpretable Neural Memory Over Symbolic Knowledge
P Verga, H Sun, LB Soares, W Cohen
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
18*2021
Modeling reconsolidation in kernel associative memory
D Nowicki, P Verga, H Siegelmann
PloS one 8 (8), e68189, 2013
172013
Reasoning over virtual knowledge bases with open predicate relations
H Sun, P Verga, B Dhingra, R Salakhutdinov, WW Cohen
International Conference on Machine Learning, 9966-9977, 2021
112021
Unsupervised labeled parsing with deep inside-outside recursive autoencoders
A Drozdov, P Verga, YP Chen, M Iyyer, A McCallum
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
112019
Simultaneously linking entities and extracting relations from biomedical text without mention-level supervision
T Bansal, P Verga, N Choudhary, A McCallum
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7407-7414, 2020
102020
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Articles 1–20