Empathy is a complex cognitive ability based on the reasoning of others' affective states.
Results on Dialogue NLI (Welleck et al., 2019) and PersonaChat (Zhang et al., 2018) dataset show that our approach reduces contradiction and improves consistency of existing dialogue models.
We explore the problem of Audio Captioning: generating natural language description for any kind of audio in the wild, which has been surprisingly unexplored in previous research.
Ranked #6 on Audio captioning on AudioCaps
We address the problem of abstractive summarization in two directions: proposing a novel dataset and a new model.
We address personalization issues of image captioning, which have not been discussed yet in previous research.