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1
Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction ...
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2
iTextMine: integrated text-mining system for large-scale knowledge extraction from the literature
Ren, Jia; Li, Gang; Ross, Karen. - : Oxford University Press, 2018
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3
An Approach to Reducing Annotation Costs for BioNLP ...
Abstract: There is a broad range of BioNLP tasks for which active learning (AL) can significantly reduce annotation costs and a specific AL algorithm we have developed is particularly effective in reducing annotation costs for these tasks. We have previously developed an AL algorithm called ClosestInitPA that works best with tasks that have the following characteristics: redundancy in training material, burdensome annotation costs, Support Vector Machines (SVMs) work well for the task, and imbalanced datasets (i.e. when set up as a binary classification problem, one class is substantially rarer than the other). Many BioNLP tasks have these characteristics and thus our AL algorithm is a natural approach to apply to BioNLP tasks. ... : 2 pages, 1 figure, 5 tables; appeared in Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing at ACL (Association for Computational Linguistics) 2008 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; I.2.7; I.2.6; I.5.1; I.5.4; Machine Learning cs.LG; Machine Learning stat.ML
URL: https://arxiv.org/abs/1409.3881
https://dx.doi.org/10.48550/arxiv.1409.3881
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Taking into Account the Differences between Actively and Passively Acquired Data: The Case of Active Learning with Support Vector Machines for Imbalanced Datasets ...
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5
Rapid Adaptation of POS Tagging for Domain Specific Uses ...
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6
iSimp in BioC standard format: enhancing the interoperability of a sentence simplification system
Peng, Yifan; Tudor, Catalina O.; Torii, Manabu. - : Oxford University Press, 2014
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7
A Method for Stopping Active Learning Based on Stabilizing Predictions and the Need for User-Adjustable Stopping ...
Bloodgood, Michael; Vijay-Shanker, K. - : Digital Repository at the University of Maryland, 2009
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8
Taking into Account the Differences between Actively and Passively Acquired Data: The Case of Active Learning with Support Vector Machines for Imbalanced Datasets ...
Bloodgood, Michael; Vijay-Shanker, K. - : Digital Repository at the University of Maryland, 2009
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9
A Method for Stopping Active Learning Based on Stabilizing Predictions and the Need for User-Adjustable Stopping
Bloodgood, Michael; Vijay-Shanker, K. - : Association for Computational Linguistics, 2009
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10
Taking into Account the Differences between Actively and Passively Acquired Data: The Case of Active Learning with Support Vector Machines for Imbalanced Datasets
Bloodgood, Michael; Vijay-Shanker, K. - : Association for Computational Linguistics, 2009
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11
An Approach to Reducing Annotation Costs for BioNLP ...
Bloodgood, Michael; Vijay-Shanker, K. - : Digital Repository at the University of Maryland, 2008
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12
An Approach to Reducing Annotation Costs for BioNLP
Bloodgood, Michael; Vijay-Shanker, K. - : Association for Computational Linguistics, 2008
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13
Automated extraction of tree-adjoining grammars from treebanks
In: Natural language engineering. - Cambridge : Cambridge University Press 12 (2006) 3, 251-299
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14
Rapid Adaptation of POS Tagging for Domain Specific Uses ...
Miller, John; Bloodgood, Michael; Torii, Manabu. - : Digital Repository at the University of Maryland, 2006
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15
Rapid Adaptation of POS Tagging for Domain Specific Uses
Miller, John; Bloodgood, Michael; Torii, Manabu. - : Association for Computational Linguistics, 2006
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16
Automated extraction of tags from the Penn Treebank
In: New developments in parsing technology. - Dordrecht [u.a.] : Kluwer (2004), 73-89
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17
Roots, constituents, and c-command
In: Theoretical approaches to universals. - Amsterdam [u.a.] : Benjamins (2002), 109-137
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18
Roots, constituents, and c-command
In: Theoretical approaches to universals (2002), 109-139
IDS Bibliografie zur deutschen Grammatik
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19
Randomized rule selection in transformation-based learning : a comparative study
In: Natural language engineering. - Cambridge : Cambridge University Press 7 (2001) 2, 99-116
BLLDB
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20
Primitive C-command
In: Syntax. - Oxford : Wiley-Blackwell 4 (2001) 3, 164-204
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