sergioburdisso
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dialog2flow-joint-dse-base

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sentence-transformers

task-oriented-dialogues

text-embeddings-inference

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sergioburdisso commited on Oct 31

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-# Dialog2Flow joint target (DSE-base)
 This a variation of the **D2F$_{joint}$** model introduced in the paper ["Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction"](https://arxiv.org/abs/2410.18481) published in the EMNLP 2024 main conference.
 This version uses DSE-base as the backbone model which yields to an increase in performance as compared to the vanilla version using BERT-base as the backbone (results reported in Appendix C).

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+![image/png](https://cdn-uploads.huggingface.co/production/uploads/61d626d9e3a234cfcb617dca/Q6GM0NyWpRMoKpGm9ORtX.png)
+# **Dialog2Flow joint target model** (DSE-base)
 This a variation of the **D2F$_{joint}$** model introduced in the paper ["Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction"](https://arxiv.org/abs/2410.18481) published in the EMNLP 2024 main conference.
 This version uses DSE-base as the backbone model which yields to an increase in performance as compared to the vanilla version using BERT-base as the backbone (results reported in Appendix C).