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README.md

README.md

SIRNN

Theano implementations of the Speaker Interaction RNNs(SIRNN) in the following paper:

Addressee and Response Selection in Multi-Party Conversations with Speaker Interaction RNNs.

The code and data is based on Addressee and Response Selection for Multi-Party Conversation

Dependencies

  • Python 2.7
  • Theano 0.9.0

Data

  • To run experiments with 10 candidates, concatentate train-data.cand-10.1.gz and train-data.cand-10.2.gz into train-data.cand-10.gz: zcat train-data.cand-10.1.gz train-data.cand-10.2.gz | gzip > train-data-cand-10.gz
  • Download 300-d Glove embedding and save it as data/glove.840B.300d.txt

Usage

  • SIRNN with 2 candidates and 15 context length: cd code; ./run_interleaveGRUcollab_match_CAND2_Nc15.sh