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I am hoping for a clear way to add classification labels for entailment. I'd like to be able to put the claim/hypothesis/sentence1 and evidence/text/sentence2 to display in separate text boxes. Is the…
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@soumith
Currently, all the examples in C++ are related to image classification/ GAN. There are not many examples on text/nlp. I would like to include a starter example on sentence classification in…
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It will be able to make prediction on a sentence and classify which category it belongs to.
I want to work on this issue under GSSoC'21.
Will you please assign this to me? @DARK-art108 @rajpraty…
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**Paper**
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations
**Introduction**
This article is part of a series of efforts that have used language models for data augm…
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First of all thanks for providing the training scripts.
Is there any script available to do the fine tuning for sentence classification?
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When using the Triplet loss - we try to minimize the distance between each pair `(a_1, p_1)` while maximizing the distance between `(a_1,p_j), j!=1`.
I'm trying to solve the following; for given se…
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I am encountering an issue training multiclass sentence classifiers. While first encountered training a custom data processor, I can replicate it using the mnli data processor out of the box. Steps to…
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I read your section using average pooling to get the sentence representation `https://buildmedia.readthedocs.org/media/pdf/bert-as-service/latest/bert-as-service.pdf`.
Suppose I have an already tr…
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I can create embeddings and train e.g. keras model or scikit models for classification but I wonder if there would be some straightforward way to train e.g. multilingual sentence transformers model fo…
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## 一言でいうと
自然言語におけるData Augmentationに挑戦した研究。具体的には、単語ベクトルにノイズを加えたり、意図的に単語を落とす等の処理を行い、その効果を見ている。結果としては、単語単位でノイズをかけたり落としたりする処理(重みを0にしたり単語を欠損させたり)よりも、ガウシアンノイズなどの連続的なノイズの方が良かったとのこと。
### 論文リンク
https…