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E. Triantafillou et. al. [1] had experiments for few-shot learning with class imbalance to see if the class imbalance actually impacts to the performance of the few-shot learning methods.
**Resul…
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Instead of only using examples given by the users in the user prompt, what if we try to use retrieved datasets (if applicable) as high-quality shots for the dataset generator?
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Can I do few-shot (image+text) to classify a new image with the vision model?
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在msra数据集下生成few-shot的prompt的时候 出现了需要提供这个“train_demo_fixed_random_42_3.json”文件,请问这个文件里面的数据是怎么样子的呢
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### Question
I am trying to built a model for few shot text classification for a multilabel problem. I am facing some issues while trying to import the TARSClassifier
from flair.models import TARS…
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https://virtual2023.aclweb.org/paper_P4950.html
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Excellent work! However, in your paper page 19, Appendix D, you show automatically constructed demonstrations for GSM8K. However, I find that these 8 cases are from test.jsonl but not train.jsonl. Is…
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## タイトル: Few-Shotインスタンスセグメンテーションのためのシンプルかつ統一的なベースライン:Reference Twice
## リンク: https://arxiv.org/abs/2301.01156
## 概要:
サポートサンプルが限られた状況で、新しいクラスの物体検出とセグメンテーションを行うFew-Shot Instance Segmentation (FSIS)は…
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Hi,
I am working on few-shot experiments on MultiWOZ2.1. However, I faced the same problem as in #7 .
*BERT + pre + multi* trained on few-shot dataset achieved ~0.49 JGA on the test set (with ra…
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@TraMiu Steps to do:
- Read about few-shot learning
- Find open library to implement it (1h)
- Ask Duy about few-shot learning
- Implement few-shot learning based on the knowledge learned