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ArXiv_Abstract_Classifier
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  1. artifacts/class_keywords.json +1 -0
  2. artifacts/emb_model_name.txt +1 -0
  3. artifacts/label_names.json +1 -0
  4. artifacts/lgbm_model.pkl +3 -0
  5. artifacts/nn_index.pkl +3 -0
  6. artifacts/readme.txt +2 -0
  7. artifacts/tfidf_explainer.pkl +3 -0
  8. artifacts/train_meta.json +0 -0
artifacts/class_keywords.json ADDED
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+ {"astro-ph": ["stars", "ray", "mass", "emission", "galaxies", "star", "observations", "data", "cluster", "disk", "high", "radio", "present", "sources", "galaxy", "formation", "line", "results", "stellar", "observed"], "cond-mat": ["spin", "model", "field", "magnetic", "quantum", "temperature", "energy", "state", "phase", "condensate", "theory", "states", "bose", "interaction", "transition", "critical", "results", "dimensional", "density", "electron"]}
artifacts/emb_model_name.txt ADDED
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+ intfloat/multilingual-e5-base
artifacts/label_names.json ADDED
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+ ["astro-ph", "cond-mat"]
artifacts/lgbm_model.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 1225716
artifacts/nn_index.pkl ADDED
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+ size 2949700
artifacts/readme.txt ADDED
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+ Accuracy: 0.9750
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+ Model: LightGBM + intfloat/multilingual-e5-base
artifacts/tfidf_explainer.pkl ADDED
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artifacts/train_meta.json ADDED
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