Raymond Li

Towards Deep Conversational Recommendations

2018 · PolyPublie (École Polytechnique de Montréal)

There has been growing interest in using neural networks and deep learning techniques to create dialogue systems. Conversational recommendation is an interesting setting for the scientific exploration of dialogue with natural language as the associated …

Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation

2022

The multi-head self-attention mechanism of the transformer model has been thoroughly investigated recently. In one vein of study, researchers are interested in understanding why and how transformers work. In another vein, researchers propose new attention …