PACIFIC: towards proactive conversational question answering over tabular and textual data in finance

Y Deng, W Lei, W Zhang, W Lam, TS Chua - arxiv preprint arxiv …, 2022 - arxiv.org
To facilitate conversational question answering (CQA) over hybrid contexts in finance, we
present a new dataset, named PACIFIC. Compared with existing CQA datasets, PACIFIC …

Proactive Conversational AI: A Comprehensive Survey of Advancements and Opportunities

Y Deng, L Liao, W Lei, G Yang, W Lam… - ACM Transactions on …, 2025 - dl.acm.org
Dialogue systems are designed to offer human users social support or functional services
through natural language interactions. Traditional conversation research has put significant …

A survey of conversational search

F Mo, K Mao, Z Zhao, H Qian, H Chen, Y Cheng… - arxiv preprint arxiv …, 2024 - arxiv.org
As a cornerstone of modern information access, search engines have become
indispensable in everyday life. With the rapid advancements in AI and natural language …

Understanding user intent modeling for conversational recommender systems: a systematic literature review

S Farshidi, K Rezaee, S Mazaheri, AH Rahimi… - User Modeling and User …, 2024 - Springer
User intent modeling in natural language processing deciphers user requests to allow for
personalized responses. The substantial volume of research (exceeding 13,000 …

Learning to ask clarification questions with spatial reasoning

Y Deng, S Li, W Lam - Proceedings of the 46th International ACM SIGIR …, 2023 - dl.acm.org
Asking clarifying questions has become a key element of various conversational systems,
allowing for an effective resolution of ambiguity and uncertainty through natural language …

Clarification and user simulation in mixed-initiative conversational search

I Sekulić - 2024 - folia.unifr.ch
The primary goal of an information retrieval (IR) system is to satisfy user's information need.
Recently, with the recent rise in development of conversational assistants, conversational …