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When using `opensoundscape.data_selection.resample` I found that it resampled only so that each class has the correct number of positives - but it actually removes all rows in the dataframe that are n…
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![image](https://github.com/huawei-noah/noah-research/assets/46164563/a23f22c0-d593-4bb4-a9a6-ece396e85bf0)
![image](https://github.com/huawei-noah/noah-research/assets/46164563/84fd1075-924d-493a-93…
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For example, it could help with the regression model (where we have a lot of 'regression' bugs but very few examples of 'non-regression' bugs) or with the bugtype model (where we have, for example, a …
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# Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning
- authors: Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, Xuanjing Huang
- link: https://www.aclweb.org/anthology/P1…
himkt updated
4 years ago
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| Team Name | Affiliation |
|---|---|
| ZZD | McGill University; McGill University; McGill University |
- Paper: [Classification from Positive, Unlabeled and Biased Negative Data](https://openreview…
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Hello,
I am trying to run contrast-fel on HPC using this command:
hyphy fel --alignment nt.fasta --tree tree.nexus --branches --output nt.json
The tree is a tree rescaled in time with ancest…
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Hello,
I have an (anchor, positive) unlabeled dataset with around 250,000 examples.
Here is the code I use to fine-tune the sentence-transformers/multi-qa-mpnet-base-cos-v1 model on
a subset of MS …
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
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## Problem statement
1. Unlabeled data를 간접적으로 활용하는 방법 외에 NLP에서 활용하는 것과 같이 더 직접적으로 활용하는 task-agnostic한 방법을 찾는다.
- NLP에서의 활용: unsupervised pretrain -> supervised fine-tune
2. unlabeled data를 활용해…
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* http://ruder.io/semi-supervised/
* [Training Deep Neural Networks on Noisy Labels with Bootstrapping](https://arxiv.org/abs/1412.6596)
* [Training Convolutional Networks with Noisy Labels](https:…
dmarx updated
6 years ago