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Hi! I saw that there's currently a [masked language modeling `Model`](https://github.com/allenai/allennlp-models/blob/main/allennlp_models/lm/models/masked_language_model.py) over in the `allennlp-mo…
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Great work.
I saw in another issue there had been plans to migrate to later versions of allennlp?
I have actually got a version of this DeCLUTR code working with allennlp v2.10 - however canno…
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The pretrained models do not load properly with `allennlp>=1.2.0`. The error reported is:
```
RuntimeError: Error loading state dict for DeCLUTR
Missing keys: []
Unexpected keys: ['_text…
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Hey! First of all, thank you for the awesome work you are doing.
Would be grateful if you can help me out with the following situation:
I have an unlabelled dataset which is domain specific and I w…
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Hi everyone,
I have worked with Transformers for just over a year now for other applications like classification and NER, but want to experiment with semantic search now. I work in a pretty specif…
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Currently, the dataset reader will shuffle the dataset during every epoch. In order to do this, it reads the entire dataset into memory, shuffles it, then yields instances one-by-one. This was the onl…
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@IsaacJ60
This is an issue page to log your progress. Please let us know if you have any concerns or questions.
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For sending data into sentencece_encoder the cudf series needs to converted to a series on Host. which is in-effecient,
Needs to have a method, to convert these string arrays to a cupy array or some …
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Add in more granular DeCLUTR results to the report (possibly appendix) and highlight the improvement at lower epoch counts.
Calculate metrics for:
- downstream pseudo-tasks
- GLUE
- Topic Modell…
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The installation command (!pip install git+https://github.com/JohnGiorgi/DeCLUTR.git) in the colab notebook fails with:
ERROR: pip's dependency resolver does not currently take into account all…