CoP: Code-of-Papers

Natural Language Processing

Computer Vision

Reinforcement Learning

Audio/Speech Processing

Miscellaneous

A. Knowledge Tracing

• Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing
  • Architecture: SAINT: Separated Self-AttentIve Neural Knowledge Tracing
  • Paper Link: https://arxiv.org/abs/2002.07033
  • Submitted/Last Revised: 25th Aug 2020
• A Self-Attentive model for Knowledge Tracing
  • Architecture: SAKT : Self-Attentive Knowledge Tracing
  • Paper Link: https://arxiv.org/abs/1907.06837
  • Submitted: 16th Jul 2019

TODO

• SAKT in Pytorch
• SAKT in tf/keras
• SAINT Implementation in Pytorch
• SAINT Implementation in tf/keras