Sampling Method

method ID: samplingmethod

Related Papers

Formalizing Word Sampling for Vocabulary Prediction as Graph-based Active Learning

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

Predicting vocabulary of second language learners is essential to support their lan- guage learning; however, because of the large size of language vocabularies, we cannot collect information on the entire …...

34450

Named Entity Tagging a Very Large Unbalanced Corpus: Training and Evaluating NE Classifiers

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

AbstractWe describe a systematic and application-oriented approach to training and evaluating named entity recognition and classification (NERC) systems, the purpose of which is to identify an optimal system and to …...

15292

Quantifying Similarity between Relations with Fact Distribution

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractWe introduce a conceptually simple and effective method to quantify the similarity between relations in knowledge bases. Specifically, our approach is based on the divergence between the conditional probability distributions …...

39682

Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractMulti-task auxiliary learning utilizes a set of relevant auxiliary tasks to improve the performance of a primary task. A common usage is to manually select multiple auxiliary tasks for multi-task …...

32066