Conversational information seeking

H Zamani, JR Trippas, J Dalton… - … and Trends® in …, 2023 - nowpublishers.com
Conversational information seeking (CIS) is concerned with a sequence of interactions
between one or more users and an information system. Interactions in CIS are primarily …

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 …

A survey on asking clarification questions datasets in conversational systems

HA Rahmani, X Wang, Y Feng, Q Zhang… - arxiv preprint arxiv …, 2023 - arxiv.org
The ability to understand a user's underlying needs is critical for conversational systems,
especially with limited input from users in a conversation. Thus, in such a domain, Asking …

INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning

Y Zhu, P Zhang, C Zhang, Y Chen, B **e, Z Dou… - arxiv preprint arxiv …, 2024 - arxiv.org
Large language models (LLMs) have demonstrated impressive capabilities in various
natural language processing tasks. Despite this, their application to information retrieval (IR) …

Online and offline evaluation in search clarification

L Tavakoli, JR Trippas, H Zamani, F Scholer… - ACM Transactions on …, 2024 - dl.acm.org
The effectiveness of clarification question models in engaging users within search systems
is currently constrained, casting doubt on their overall usefulness. To improve the …

Agent-cq: Automatic generation and evaluation of clarifying questions for conversational search with llms

C Siro, Y Yuan, M Aliannejadi, M de Rijke - arxiv preprint arxiv …, 2024 - arxiv.org
Generating diverse and effective clarifying questions is crucial for improving query
understanding and retrieval performance in open-domain conversational search (CS) …

Clarifying the Path to User Satisfaction: An Investigation into Clarification Usefulness

HA Rahmani, X Wang, M Aliannejadi… - arxiv preprint arxiv …, 2024 - arxiv.org
Clarifying questions are an integral component of modern information retrieval systems,
directly impacting user satisfaction and overall system performance. Poorly formulated …

Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search

Y Yuan, C Siro, M Aliannejadi, M Rijke… - Proceedings of the ACM …, 2024 - dl.acm.org
In mixed-initiative conversational search systems, clarifying questions aid users who
struggle to express their intentions in a single query. These questions aim to uncover user's …

Analyzing coherency in facet-based clarification prompt generation for search

O Litvinov, I Sekulić, M Aliannejadi… - arxiv preprint arxiv …, 2024 - arxiv.org
Clarifying user's information needs is an essential component of modern search systems.
While most of the approaches for constructing clarifying prompts rely on query facets, the …

Generating Intent-aware Clarifying Questions in Conversational Information Retrieval Systems

Z Zhao, Z Dou, Y Zhou - Proceedings of the 33rd ACM International …, 2024 - dl.acm.org
Generating clarifying questions can effectively clarify users' complicated search intent in
conversational search systems. However, existing methods based on pre-defined templates …