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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 …
interactions more toward conversation. In Conversational Search Systems (CSS) like …
An introduction to deep learning in natural language processing: Models, techniques, and tools
Abstract Natural Language Processing (NLP) is a branch of artificial intelligence that
involves the design and implementation of systems and algorithms able to interact through …
involves the design and implementation of systems and algorithms able to interact through …
Conversational information seeking
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 …
between one or more users and an information system. Interactions in CIS are primarily …
AmbigQA: Answering ambiguous open-domain questions
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 …
topics, it can be difficult to ask questions that have a single, unambiguous answer. In this …
Building and evaluating open-domain dialogue corpora with clarifying questions
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 …
important direction for improving the quality of the system response. Namely, for cases when …
Exploiting simulated user feedback for conversational search: Ranking, rewriting, and beyond
This research aims to explore various methods for assessing user feedback in mixed-
initiative conversational search (CS) systems. While CS systems enjoy profuse …
initiative conversational search (CS) systems. While CS systems enjoy profuse …
PACIFIC: towards proactive conversational question answering over tabular and textual data in finance
To facilitate conversational question answering (CQA) over hybrid contexts in finance, we
present a new dataset, named PACIFIC. Compared with existing CQA datasets, PACIFIC …
present a new dataset, named PACIFIC. Compared with existing CQA datasets, PACIFIC …
[SÁCH][B] Neural approaches to conversational information retrieval
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 …
with a conversational interface, which allows users to interact with the system to seek …
Explainable information retrieval: A survey
Explainable information retrieval is an emerging research area aiming to make transparent
and trustworthy information retrieval systems. Given the increasing use of complex machine …
and trustworthy information retrieval systems. Given the increasing use of complex machine …
Towards explainable search results: a listwise explanation generator
It has been shown that the interpretability of search results is enhanced when query aspects
covered by documents are explicitly provided. However, existing work on aspect-oriented …
covered by documents are explicitly provided. However, existing work on aspect-oriented …