How to approach ambiguous queries in conversational search: A survey of techniques, approaches, tools, and challenges

K Keyvan, JX Huang - ACM Computing Surveys, 2022 - dl.acm.org
The advent of recent Natural Language Processing technology has led human and machine
interactions more toward conversation. In Conversational Search Systems (CSS) like …

A review on question generation from natural language text

R Zhang, J Guo, L Chen, Y Fan, X Cheng - ACM Transactions on …, 2021 - dl.acm.org
Question generation is an important yet challenging problem in Artificial Intelligence (AI),
which aims to generate natural and relevant questions from various input formats, eg …

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 …

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 …

AmbigQA: Answering ambiguous open-domain questions

S Min, J Michael, H Hajishirzi, L Zettlemoyer - arXiv preprint arXiv …, 2020 - arxiv.org
Ambiguity is inherent to open-domain question answering; especially when exploring new
topics, it can be difficult to ask questions that have a single, unambiguous answer. In this …

Generating clarifying questions for information retrieval

H Zamani, S Dumais, N Craswell, P Bennett… - Proceedings of the web …, 2020 - dl.acm.org
Search queries are often short, and the underlying user intent may be ambiguous. This
makes it challenging for search engines to predict possible intents, only one of which may …

Building and evaluating open-domain dialogue corpora with clarifying questions

M Aliannejadi, J Kiseleva, A Chuklin, J Dalton… - arXiv preprint arXiv …, 2021 - arxiv.org
Enabling open-domain dialogue systems to ask clarifying questions when appropriate is an
important direction for improving the quality of the system response. Namely, for cases when …

Evaluating mixed-initiative conversational search systems via user simulation

I Sekulić, M Aliannejadi, F Crestani - … on Web Search and Data Mining, 2022 - dl.acm.org
Clarifying the underlying user information need by asking clarifying questions is an
important feature of modern conversational search system. However, evaluation of such …

Exploiting simulated user feedback for conversational search: Ranking, rewriting, and beyond

P Owoicho, I Sekulic, M Aliannejadi, J Dalton… - Proceedings of the 46th …, 2023 - dl.acm.org
This research aims to explore various methods for assessing user feedback in mixed-
initiative conversational search (CS) systems. While CS systems enjoy profuse …

Grounding'grounding'in NLP

KR Chandu, Y Bisk, AW Black - arXiv preprint arXiv:2106.02192, 2021 - arxiv.org
The NLP community has seen substantial recent interest in grounding to facilitate interaction
between language technologies and the world. However, as a community, we use the term …