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Dear author,
Thank you for sharing your work and the implementation of the PolypMix method. I’ve been exploring the code and have a question regarding the specific implementation of the mixing betwee…
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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
5 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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![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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## 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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In tools/train.py on line 175 you create a cfg_u for unlabelled files. This function uses X_U and all_anns.
Now all annotations contains the annotation files for both the labeled set and unlabeled…
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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
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Hi,
Instead of having of having unlabeled data which come as a stream, I would like to know if there is a way with libact to perform batch mode active learning meaning that the users can select mul…
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Thanks for your introduction, as I was looking for a method to classify positive and unlabeled data for long.
I have tried svmlin and got 80.1% accuracy.
Now I want to find another method for result c…
2shou updated
10 years ago