Justifying recommendations using distantly-labeled reviews and fine-grained aspects

J Ni, J Li, J McAuley - Proceedings of the 2019 conference on …, 2019 - aclanthology.org
Several recent works have considered the problem of generating reviews (or 'tips') as a form
of explanation as to why a recommendation might match a customer's interests. While …

[HTML][HTML] Learning towards conversational AI: A survey

T Fu, S Gao, X Zhao, J Wen, R Yan - AI Open, 2022 - Elsevier
Recent years have witnessed a surge of interest in the field of open-domain dialogue.
Thanks to the rapid development of social media, large dialogue corpus from the Internet …

Improving empathetic response generation by recognizing emotion cause in conversations

J Gao, Y Liu, H Deng, W Wang, Y Cao… - Findings of the …, 2021 - aclanthology.org
Current approaches to empathetic response generation focus on learning a model to predict
an emotion label and generate a response based on this label and have achieved …

Diverse and informative dialogue generation with context-specific commonsense knowledge awareness

S Wu, Y Li, D Zhang, Y Zhou, Z Wu - … of the 58th annual meeting of …, 2020 - aclanthology.org
Generative dialogue systems tend to produce generic responses, which often leads to
boring conversations. For alleviating this issue, Recent studies proposed to retrieve and …

[PDF][PDF] Topicka: Generating commonsense knowledge-aware dialogue responses towards the recommended topic fact

S Wu, Y Li, D Zhang, Y Zhou, Z Wu - Proceedings of the Twenty-Ninth …, 2021 - ijcai.org
Insufficient semantic understanding of dialogue always leads to the appearance of generic
responses, in generative dialogue systems. Recently, highquality knowledge bases have …

A dataset for tracking entities in open domain procedural text

N Tandon, K Sakaguchi, BD Mishra… - arxiv preprint arxiv …, 2020 - arxiv.org
We present the first dataset for tracking state changes in procedural text from arbitrary
domains by using an unrestricted (open) vocabulary. For example, in a text describing fog …