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K-best Viterbi Semi-supervized Active Learning in Sequence Labelling
and regression tasks, active learning has been also applied to sequence labelling. According to the standard active learning approach, sequences for which the labelling would be the most informative should be ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Label Attention Network for Structured Prediction
Sequence labeling assigns a label to each token in a sequence, which machine translation can also be transformed into sequence labeling tasks. Neural models have been shown powerful for sequen...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Video Sequence Boundary Labeling with Temporal Coherence
We propose a method for video sequence boundary labeling which maintains to position label boxes in video sequence on a lower number of rows than existing methods video sequences labeling compared...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
K-best Viterbi Semi-supervized Active Learning in Sequence Labelling
and regression tasks, active learning has been also applied to sequence labelling. According to the standard active learning approach, sequences for which the labelling would be the most informative should be ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- Jost •
- Link
Rok uplatnění
Jost - Ostatní články v recenzovaných periodicích
Výsledek na webu
Deep Bayesian Semi-Supervised Active Learning for Sequence Labelling
a series of token-level labels for a whole sequence to be available during the training process. Annotators of sequences typically label easily predictable parts of the sequence although such parts could ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Video Sequence Boundary Labeling with Temporal Coherence
We propose a method for video sequence boundary labeling which maintains to position label boxes in video sequence on a lower number of rows than existing methods video sequences labeling compared...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Hierarchically-Refined Label Attention Network for Sequence Labeling
CRF has been used as a powerful model for statistical sequence labeling. For neural sequence labeling, however, BiLSTM-CRF does not always lead to better results Markov label transition model of CRF does n...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Risk minimization for zero-shot sequence labeling
Zero-shot sequence labeling aims to build a sequence labeler without human models) to generate pseudo-labeled datasets and train a target sequence labeler framework for zero-shot sequ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2021 •
- D
Rok uplatnění
D - Stať ve sborníku
Dependency Parsing as a Sequence Labeling Task
The aim of this paper is to explore the feasibility of solving the dependency parsing problem using sequence labeling tools. We introduce an algorithm to transform a dependency tree into a tag sequence suitable for a se...
AI - Jazykověda
- 2010 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Viable Dependency Parsing as Sequence Labeling
We recast dependency parsing as a sequence labeling problem, exploring several encodings of dependency trees as labels. While dependency parsing by means of sequence labeling had been attempted in existing...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
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