Soroush Vosoughi

Modulating Language Models with Emotions

2021

Generating context-aware language that embodies diverse emotions is an important step towards building empathetic NLP systems. In this paper, we propose a formulation of modulated layer normalization-a technique inspired by computer vision-that allows us to …

Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning

2022 · 2022 26th International Conference on Pattern Recognition (ICPR)

Artificial Intelligence, particularly through recent advancements in deep learning (DL), has achieved exceptional performances in many tasks in fields such as natural language processing and computer vision. For certain high-stake domains, in addition to desirable …