https://github.com/afauzulh/generative-chatbot-lstm-mi

Improving LSTM Generative Chatbot using Mutual Information to overcome the information loss on Encoder Bottleneck
https://github.com/afauzulh/generative-chatbot-lstm-mi

attention-mechanism chatbot mutual-information pytorch sequence-to-sequence

Last synced: 6 months ago
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Improving LSTM Generative Chatbot using Mutual Information to overcome the information loss on Encoder Bottleneck

• Host: GitHub
• URL: https://github.com/afauzulh/generative-chatbot-lstm-mi
• Owner: AFauzulh
• Created: 2023-07-28T02:40:04.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2024-10-29T05:54:25.000Z (11 months ago)
• Last Synced: 2025-02-01T09:28:22.585Z (8 months ago)
• Topics: attention-mechanism, chatbot, mutual-information, pytorch, sequence-to-sequence
• Language: Python
• Homepage: https://dl.acm.org/doi/abs/10.1145/3626641.3626926
• Size: 38.9 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Mutual Information for Learning Context Representation on RNN-Attention Based Models in Open Domain Generative Chatbot

Improvement of Sequence-to-sequence model for Generative Chatbot using Mutual Information.

- Paper : https://dl.acm.org/doi/abs/10.1145/3626641.3626926