 Overview  Model included in a paper for modeling fine grained similarity between documents:  **Title**: "Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity"  **Authors**: Sheshera Mysore, Arman Cohan, Tom Hope  **Paper**: https://arxiv.org/abs/2111.08366  **Github**: https://github.com/allenai/aspire   **Note**: In the context of the paper, this model is referred to as `Specter-CoCite_Spec` and represents a baseline bi-encoder for scientific document similarity. This model is similar in architecture to the [`allenai/specter`](https://github.com/allenai/specter) model but is trained on co-citation data instead of citation data.  