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This is a binary classifier based on DeBERTa-v3-base for predicting if given a conversation, retrieval should be performed. It's trained on the ProCIS dataset.

@article{Anonymous_2024_ProCIS,
  title   =  {ProCIS: A Benchmark for Proactive Retrieval in Conversations},
  author  =  {},
  journal =  {Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval},
  year    =  {2024}
}
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