Conversational Search
54 papers with code • 0 benchmarks • 1 datasets
Benchmarks
These leaderboards are used to track progress in Conversational Search
ICConv
Most implemented papers
POSSCORE: A Simple Yet Effective Evaluation of Conversational Search with Part of Speech Labelling
Conversational search systems, such as Google Assistant and Microsoft Cortana, provide a new search paradigm where users are allowed, via natural language dialogues, to communicate with search systems.
Analysing Mixed Initiatives and Search Strategies during Conversational Search
In this paper, we present a model for conversational search -- from which we instantiate different observed conversational search strategies, where the agent elicits: (i) Feedback-First, or (ii) Feedback-After.
An Optimal Algorithm for Finding Champions in Tournament Graphs
In this paper, we address the problem of finding a champion of the tournament, also known as Copeland winner, which is a player that wins the highest number of matches.
"What can I cook with these ingredients?" -- Understanding cooking-related information needs in conversational search
alexfrummet/cookversationalsearch
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As conversational search becomes more pervasive, it becomes increasingly important to understand the user's underlying information needs when they converse with such systems in diverse domains.
Simulating and Modeling the Risk of Conversational Search
These works assume asking clarifying questions is a safe alternative to retrieving results.
SCAI-QReCC Shared Task on Conversational Question Answering
Search-Oriented Conversational AI (SCAI) is an established venue that regularly puts a spotlight upon the recent work advancing the field of conversational search.
Saving Dense Retriever from Shortcut Dependency in Conversational Search
In this paper, we demonstrate the existence of a retrieval shortcut in CS, which causes models to retrieve passages solely relying on partial history while disregarding the latest question.
Towards Better Understanding of User Satisfaction in Open-Domain Conversational Search
This raises the question of how to accurately model user satisfaction in conversational search scenarios.
Evaluating Mixed-initiative Conversational Search Systems via User Simulation
isekulic/usi
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Clarifying the underlying user information need by asking clarifying questions is an important feature of modern conversational search system.
Zero-shot Query Contextualization for Conversational Search
littlewine/zeco2
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Current conversational passage retrieval systems cast conversational search into ad-hoc search by using an intermediate query resolution step that places the user's question in context of the conversation.
