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Dear kseverso:
Hello, I am trying to reproduce the PD progress model, but have encountered some difficulties. I hope to get some help from you.
I followed the steps you preprocessed in "Discovery-…
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Hi,
Brain age model are often impacted by the regression to the mean, resulting an overestimation of the age of younger subjects and an underestimation of the age of older subjects. I tested this m…
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Hamilton, William H., Jure Leskovec, Dan Jurafsky. 2016. [“Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change.”](https://www.aclweb.org/anthology/P16-1141/) arXiv preprint arXiv:160…
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## 一言でいうと
Symmetric Pattern(SP)(たとえばX and Y)に基づく単語ベクトル表現を提案した話。手法としてはSPをコーパスから獲得し、それに基づきPPMIを用いてベクトルを生成する。単語類似度タスクで評価した結果、SimLex999ではSOTAとなった。また、動詞に対して有効であることも分かった。
### 論文リンク
http://www.aclweb.or…
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[This Stanford paper](http://nlp.stanford.edu/projects/histwords/) describes the most promising method I've seen so far for aligning multiple different models; it would be a useful addition here.
> I…
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## 一言でいうと
LexVecという単語埋め込みベクトル獲得方法を提案した話。具体的にはPPMI行列を分解することによって得る。単語類似度タスクとアナロジータスクで評価した結果、単語類似度タスクではいくつかの評価セットにおいてSGNSを上回ったもののアナロジータスクではSGNSやGloVeの方が良い結果となった。
### 論文リンク
https://www.aclweb.org/ant…
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The GQLExecutor memory consumption goes steadily up. As seen on [here](https://app.datadoghq.com/dashboard/xjt-8zg-if3/parabol-summary?fullscreen_end_ts=1701145224147&fullscreen_paused=true&fullscreen…
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# Description
- The strategy to implement pre-trained models in PARADIM is to do it via Docker and using a `script.py` that take a `dicom folder as input` and generate a `dicom folder as output` (seg…
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Now I'm trying to reproduce such beautiful work and hope to give some tips step by step:
1. The code could work under pyg 2.0.2 by 1) replace direct calling read_txt_array in DomainData.py with fu…
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Thank you for this great tool. I am trialing to determine whether we can pool cell-lines for 10X runs and deconvolute using variants. To test I have a xenograft snRNAseq run (10X v3) that is from a si…