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  # Model Card for Model ID
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  This model represent a fine-tuned version on the [Emotion-Cause Analysis in Context (ECAC) data](https://nustm.github.io/SemEval-2024_ECAC/) and aimed at answering the following problems:
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  1. **Emotion extraction** for the speaker in coversation context
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  2. **Emotion cause**, that originates from the speaker of first utterance to the other speaker of the following utterance.
 
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  # Model Card for Model ID
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+ > **Update February 23 2025:** 🔥 **BATCHING MODE SUPPORT**.
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+ See 🌌 [Flan-T5 provider](https://github.com/nicolay-r/nlp-thirdgate/blob/master/llm/transformers_flan_t5.py)
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+ for [bulk-chain](https://github.com/nicolay-r/bulk-chain) project.
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+ Test [is available here](https://github.com/nicolay-r/bulk-chain/blob/master/test/test_provider_batching.py)
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  This model represent a fine-tuned version on the [Emotion-Cause Analysis in Context (ECAC) data](https://nustm.github.io/SemEval-2024_ECAC/) and aimed at answering the following problems:
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  1. **Emotion extraction** for the speaker in coversation context
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  2. **Emotion cause**, that originates from the speaker of first utterance to the other speaker of the following utterance.