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 …

Question rewriting for conversational question answering

S Vakulenko, S Longpre, Z Tu, R Anantha - Proceedings of the 14th ACM …, 2021 - dl.acm.org
Conversational question answering (QA) requires the ability to correctly interpret a question
in the context of previous conversation turns. We address the conversational QA task by …

MultiDoc2Dial: Modeling dialogues grounded in multiple documents

S Feng, SS Patel, H Wan, S Joshi - arxiv preprint arxiv:2109.12595, 2021 - arxiv.org
We propose MultiDoc2Dial, a new task and dataset on modeling goal-oriented dialogues
grounded in multiple documents. Most previous works treat document-grounded dialogue …

[ΒΙΒΛΙΟ][B] Neural approaches to conversational information retrieval

J Gao, C **ong, P Bennett, N Craswell - 2023 - Springer
A conversational information retrieval (CIR) system is an information retrieval (IR) system
with a conversational interface, which allows users to interact with the system to seek …

Query performance prediction: From ad-hoc to conversational search

C Meng, N Arabzadeh, M Aliannejadi… - Proceedings of the 46th …, 2023 - dl.acm.org
Query performance prediction (QPP) is a core task in information retrieval. The QPP task is
to predict the retrieval quality of a search system for a query without relevance judgments …

Ms marco: Benchmarking ranking models in the large-data regime

N Craswell, B Mitra, E Yilmaz, D Campos… - Proceedings of the 44th …, 2021 - dl.acm.org
Evaluation efforts such as TREC, CLEF, NTCIR and FIRE, alongside public leaderboard
such as MS MARCO, are intended to encourage research and track our progress …

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 …

Structured and natural responses co-generation for conversational search

C Ye, L Liao, F Feng, W Ji, TS Chua - Proceedings of the 45th …, 2022 - dl.acm.org
Generating fluent and informative natural responses while main-taining representative
internal states for search optimization is critical for conversational search systems. Existing …

Adaptive utterance rewriting for conversational search

I Mele, CI Muntean, FM Nardini, R Perego… - Information Processing …, 2021 - Elsevier
In a conversational context, a user converses with a system through a sequence of natural-
language questions, ie, utterances. Starting from a given subject, the conversation evolves …

A comparison of question rewriting methods for conversational passage retrieval

S Vakulenko, N Voskarides, Z Tu, S Longpre - Advances in Information …, 2021 - Springer
Conversational passage retrieval relies on question rewriting to modify the original question
so that it no longer depends on the conversation history. Several methods for question …