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The official implementation of "DTPD-MEE: A Dual-path Teacher and Pseudo-label Distillation Framework for Multimodal Event Extraction"

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GuChongAn/DTPD-MEE

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DTPD-MEE

The official implementation of "DTPD-MEE: A Dual-path Teacher and Pseudo-label Distillation Framework for Multimodal Event Extraction"

File Structure

  • datasetset/: The directory for storing the dataset.
  • src/: The directory for storing the source code.
  • model/: The directory for storing the pre-trained models.

Dataset

  • M2E2: Multimedia event extraction data for testing can be downloaded at M2E2.

  • ACE2005: Textual event extraction data for training can be downloaded at ACE2005.

  • SWiG: Visual event extraction data for training can be downloaded at SWiG.

Quickstart

After downloading the environment, model and dataset, execute the test command:

python test_multimodal.py

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The official implementation of "DTPD-MEE: A Dual-path Teacher and Pseudo-label Distillation Framework for Multimodal Event Extraction"

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