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Adding model and additional files.

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  1. README.md +1 -1
  2. embeddings.pkl +0 -0
  3. paper-rec-model.pth +3 -0
  4. papers.jsonl +0 -0
README.md CHANGED
@@ -29,7 +29,7 @@ Recommender System model with support of a Language Model for feature extraction
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  ### Paper & samples
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  The overall idea for `paper-rec` test model is inspired by this work: [NU:BRIEF – A Privacy-aware Newsletter Personalization Engine for Publishers](https://arxiv.org/abs/2109.03955).
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- However, for `paper-rec`, we use a different language model more suitable for longer text, namely *Sentence Transformers*: [Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks](https://arxiv.org/abs/1908.10084).
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  ## Model Use
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  The intended direct users are recommender systems' practitioners and enthusiasts that would like to experiment with the task of scientific paper recommendation.
 
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  ### Paper & samples
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  The overall idea for `paper-rec` test model is inspired by this work: [NU:BRIEF – A Privacy-aware Newsletter Personalization Engine for Publishers](https://arxiv.org/abs/2109.03955).
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+ However, for `paper-rec`, we use a different language model more suitable for longer text, namely *Sentence Transformers*: [Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks](https://arxiv.org/abs/1908.10084), in particular: [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2).
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  ## Model Use
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  The intended direct users are recommender systems' practitioners and enthusiasts that would like to experiment with the task of scientific paper recommendation.
embeddings.pkl ADDED
Binary file (593 kB). View file
 
paper-rec-model.pth ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:f9debd0a9f45d2899745462282d9d0460b3033e686ab9a49208a511ebc68d2df
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+ size 556907
papers.jsonl ADDED
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