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@@ -134,7 +134,7 @@ The model has been evaluated on comprehensive biomedical benchmarks including:
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  - **Field-Specific Separability**: Distinguishing between different biological fields
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  - **Semantic Search**: Retrieval quality on biomedical text corpora
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- For detailed evaluation results, see the [SODA-VEC benchmark notebooks](https://github.com/EMBO/soda-vec).
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  ## Intended Use
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@@ -142,10 +142,10 @@ This model is designed for:
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  - **Biomedical Semantic Search**: Finding relevant papers, abstracts, or text passages
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  - **Scientific Text Similarity**: Computing similarity between biomedical texts
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- - **Information Retrieval**: Building search systems for scientific literature
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  - **Downstream Tasks**: As a base for fine-tuning on specific biomedical tasks
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  - **Research Applications**: Academic and research use in life sciences
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-
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  ## Limitations
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  - **Domain Specificity**: Optimized for biomedical and life sciences text; may not perform as well on general domain text
@@ -162,13 +162,13 @@ If you use this model, please cite:
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  title = {SODA-VEC: Scientific Open Domain Adaptation for Vector Embeddings},
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  author = {EMBO},
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  year = {2024},
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- url = {https://github.com/EMBO/soda-vec}
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  }
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  ```
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  ## Model Card Contact
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- For questions or issues, please open an issue on the [SODA-VEC GitHub repository](https://github.com/EMBO/soda-vec).
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  ---
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  - **Field-Specific Separability**: Distinguishing between different biological fields
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  - **Semantic Search**: Retrieval quality on biomedical text corpora
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+ For detailed evaluation results, see the [SODA-VEC benchmark notebooks](https://github.com/source-data/soda-vec).
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  ## Intended Use
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  - **Biomedical Semantic Search**: Finding relevant papers, abstracts, or text passages
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  - **Scientific Text Similarity**: Computing similarity between biomedical texts
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+ <!-- - **Information Retrieval**: Building search systems for scientific literature
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  - **Downstream Tasks**: As a base for fine-tuning on specific biomedical tasks
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  - **Research Applications**: Academic and research use in life sciences
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+ -->
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  ## Limitations
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  - **Domain Specificity**: Optimized for biomedical and life sciences text; may not perform as well on general domain text
 
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  title = {SODA-VEC: Scientific Open Domain Adaptation for Vector Embeddings},
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  author = {EMBO},
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  year = {2024},
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+ url = {https://github.com/source-data/soda-vec}
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  }
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  ```
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  ## Model Card Contact
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+ For questions or issues, please open an issue on the [SODA-VEC GitHub repository](https://github.com/source-data/soda-vec).
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  ---
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