Toward personalized answer generation in e-commerce via multi-perspective preference modeling

Y Deng, Y Li, W Zhang, B Ding, W Lam - ACM Transactions on …, 2022 - dl.acm.org
Recently, Product Question Answering (PQA) on E-Commerce platforms has attracted
increasing attention as it can act as an intelligent online shop** assistant and improve the …

User satisfaction estimation with sequential dialogue act modeling in goal-oriented conversational systems

Y Deng, W Zhang, W Lam, H Cheng… - Proceedings of the ACM …, 2022 - dl.acm.org
User Satisfaction Estimation (USE) is an important yet challenging task in goal-oriented
conversational systems. Whether the user is satisfied with the system largely depends on the …

Sentiment enhanced answer generation and information fusing for product-related question answering

Y Du, X **, R Yan, J Yan - Information Sciences, 2023 - Elsevier
The reviews written by users in E-commerce platform have been fully exploited by product-
related question answering systems, which ignore the product descriptions with valuable …

All in One Place: Ensuring Usable Access to Online Shop** Items for Blind Users

Y Prakash, AK Nayak, M Sunkara… - Proceedings of the …, 2024 - dl.acm.org
Perusing web data items such as shop** products is a core online user activity. To prevent
information overload, the content associated with data items is typically dispersed across …

Product question answering in e-commerce: A survey

Y Deng, W Zhang, Q Yu, W Lam - arxiv preprint arxiv:2302.08092, 2023 - arxiv.org
Product question answering (PQA), aiming to automatically provide instant responses to
customer's questions in E-Commerce platforms, has drawn increasing attention in recent …

Domain adaptation for subjective induction questions answering on products by adversarial disentangled learning

Y Zhang, J Yu, Y Rao, L Zheng, Q Su… - Proceedings of the …, 2024 - aclanthology.org
This paper focuses on answering subjective questions about products. Different from the
factoid question with a single answer span, this subjective one involves multiple viewpoints …

Aspect-based sentiment analysis in question answering forums

W Zhang, Y Deng, X Li, L Bing… - Findings of the Association …, 2021 - aclanthology.org
Aspect-based sentiment analysis (ABSA) typically focuses on extracting aspects and
predicting their sentiments on individual sentences such as customer reviews. Recently …

Unifying text, tables, and images for multimodal question answering

H Luo, Y Shen, Y Deng - 2023 - ink.library.smu.edu.sg
Multimodal question answering (MMQA), which aims to derive the answer from multiple
knowledge modalities (eg, text, tables, and images), has received increasing attention due …

Answering product-questions by utilizing questions from other contextually similar products

O Rozen, D Carmel, A Mejer, V Mirkis… - arxiv preprint arxiv …, 2021 - arxiv.org
Predicting the answer to a product-related question is an emerging field of research that
recently attracted a lot of attention. Answering subjective and opinion-based questions is …

[PDF][PDF] An analysis of increased usage of e-commerce during COVID-19

AS Alkhunaizan, A Ali - Indonesian Journal of Electrical …, 2022 - researchgate.net
Technolgoical innovation has covered all aspects of business all over the world. With
growing pace of digitalisation all over the globe, e-commerce has become one of the …