Challenges and research opportunities in ecommerce search and recommendations

M Tsagkias, TH King, S Kallumadi, V Murdock… - ACM Sigir Forum, 2021 - dl.acm.org
With the rapid adoption of online shopping, academic research in the eCommerce domain
has gained traction. However, significant research challenges remain, spanning from classic …

Asking clarifying questions in open-domain information-seeking conversations

M Aliannejadi, H Zamani, F Crestani… - Proceedings of the 42nd …, 2019 - dl.acm.org
Users often fail to formulate their complex information needs in a single query. As a
consequence, they may need to scan multiple result pages or reformulate their queries …

Towards conversational search and recommendation: System ask, user respond

Y Zhang, X Chen, Q Ai, L Yang, WB Croft - Proceedings of the 27th acm …, 2018 - dl.acm.org
Conversational search and recommendation based on user-system dialogs exhibit major
differences from conventional search and recommendation tasks in that 1) the user and …

100,000 podcasts: A spoken English document corpus

A Clifton, S Reddy, Y Yu, A Pappu… - Proceedings of the …, 2020 - aclanthology.org
Podcasts are a large and growing repository of spoken audio. As an audio format, podcasts
are more varied in style and production type than broadcast news, contain more genres than …

Response ranking with deep matching networks and external knowledge in information-seeking conversation systems

L Yang, M Qiu, C Qu, J Guo, Y Zhang… - The 41st international …, 2018 - dl.acm.org
Intelligent personal assistant systems with either text-based or voice-based conversational
interfaces are becoming increasingly popular around the world. Retrieval-based …

CC-News-En: A large English news corpus

J Mackenzie, R Benham, M Petri, JR Trippas… - Proceedings of the 29th …, 2020 - dl.acm.org
We describe a static, open-access news corpus using data from the Common Crawl
Foundation, who provide free, publicly available web archives, including a continuous crawl …

Analysing mixed initiatives and search strategies during conversational search

M Aliannejadi, L Azzopardi, H Zamani… - Proceedings of the 30th …, 2021 - dl.acm.org
Information seeking conversations between users and Conversational Search Agents
(CSAs) consist of multiple turns of interaction. While users initiate a search session, ideally a …

TREC 2020 podcasts track overview

R Jones, B Carterette, A Clifton, M Eskevich… - arXiv preprint arXiv …, 2021 - arxiv.org
The Podcast Track is new at the Text Retrieval Conference (TREC) in 2020. The podcast
track was designed to encourage research into podcasts in the information retrieval and …

Asking clarifying questions based on negative feedback in conversational search

K Bi, Q Ai, WB Croft - Proceedings of the 2021 ACM SIGIR International …, 2021 - dl.acm.org
Users often need to look through multiple search result pages or reformulate queries when
they have complex information-seeking needs. Conversational search systems make it …

IART: Intent-aware response ranking with transformers in information-seeking conversation systems

L Yang, M Qiu, C Qu, C Chen, J Guo, Y Zhang… - Proceedings of The …, 2020 - dl.acm.org
Personal assistant systems, such as Apple Siri, Google Assistant, Amazon Alexa, and
Microsoft Cortana, are becoming ever more widely used. Understanding user intent such as …