CrisisNarratives
/

setfit-13classes-single_label

Text Classification

sentence-transformers

generated_from_setfit_trainer

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Henniina commited on Feb 13

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2058853

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Update README.md

added reference info, corrected label list

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@@ -58,7 +58,8 @@ This model is based on **SetFit** ([SetFit: Efficient Few-Shot Learning Without
 - **Architecture:** SetFit with sentence-transformers/paraphrase-mpnet-base-v2
 - **Task:** Single-label classification for communicative act actions
 - **Classes:**
-  - `informing statement`
   - `challenge`
   - `rejection`
   - `appreciation`
@@ -104,7 +105,8 @@ For detailed instructions, refer to the GitHub repository linked above.
 If you use this model in your work, please cite:
-##### TO BE ADDED.
 ### Questions or Feedback?

 - **Architecture:** SetFit with sentence-transformers/paraphrase-mpnet-base-v2
 - **Task:** Single-label classification for communicative act actions
 - **Classes:**
+  - `informing statement`
+  - `announcement`
   - `challenge`
   - `rejection`
   - `appreciation`
 If you use this model in your work, please cite:
+Paakki, H., Ghorbanpour, F. (2025). Computational Analysis of Communicative Acts for Understanding Crisis News Comment Discourses. In: Aiello, L.M., Chakraborty, T., Gaito, S. (eds) Social Networks Analysis and Mining. ASONAM 2024. Lecture Notes in Computer Science, vol 15212. Springer, Cham. https://doi.org/10.1007/978-3-031-78538-2_20
 ### Questions or Feedback?