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README.md

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 license: apache-2.0
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+### DreamBank Custom Architecture
+
+The repo contains the weights for the custom architecture presented in [Bertolini et al., 2023](https://arxiv.org/abs/2302.14828). 
+Working example on how to load and use the model can be found in the [Git repo](https://github.com/lorenzoscottb/Dream_Reports_Annotation/tree/main/Experiments/Supervised_Learning).
+
+### Cite 
+If you use the model, please cite the pre-print.
+```bibtex
+@misc{https://doi.org/10.48550/arxiv.2302.14828,
+  doi = {10.48550/ARXIV.2302.14828},
+  url = {https://arxiv.org/abs/2302.14828},
+  author = {Bertolini, Lorenzo and Elce, Valentina and Michalak, Adriana and Bernardi, Giulio and Weeds, Julie},
+  keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
+  title = {Automatic Scoring of Dream Reports' Emotional Content with Large Language Models},
+  publisher = {arXiv},
+  year = {2023},
+  copyright = {Creative Commons Attribution 4.0 International}
+}
+```