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I have a [sequence-labeling](https://en.wikipedia.org/wiki/Sequence_labeling) task in NLP, where the annotators are asked to provide 1 or more labels to each word in a sentence. For e.g., for a senten…
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Hi,
I am trying to obtain the semantic similarity between the generated and the ground truth sentence.
I used all these metrics to evaluate the generated sentences (validation dataset):
BLEU 1…
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Hello,
I used Symphony to map two single-cell RNAseq queries to my harmony-integrated reference (made using the modular approach presented on Symphony Github). I used queries that were previously a…
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## 🚀 Feature
Add `BaryScore`
### Sources:
- Paper: [Automatic Text Evaluation through the Lens of Wasserstein Barycenters](https://aclanthology.org/2021.emnlp-main.817.pdf) (EMNLP '21)
- [Rep…
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Is it normal for UMAP or densMAP to take 5-40 s to fit a small dataset of precomputed distances (e.g. 10x10 distance matrix)? My "test" scripts for a separate project which include a couple of UMAP ca…
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... but never "inside" of clusters.
The blue points in the figure are "new" points that are transformed into the existing projection of the points of other colors.
![points](https://user-images…
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Hello Alexandru,
I found your paper about wconf very clear and interesting. Nevertheless I found an issue I was hoping you could help me with. In the description of your package you state the foll…
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Hi, in your readme, you show how the directory should like that. But their implementation in data/datasets/images are different. For example, you asked to create `Occluded_Duke` folder, but you are r…
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Hi,
From what I understand, when UMAP builds its knn-graph, it does not introduce edges between points at maximal distance (Disconnection_distance = 1 in case of Jaccard). I've observed that aligne…
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Hi,
I am using `MultipleNegativesRankingLoss` to train a German Bert model (deepset/gbert-base) on German sentence pairs.
During the training I am evaluating on German stsb data. My observation is…