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most citedAdvances and Challenges in Conversational Recommender Systems: A Survey

343 citations · 2.5k across the 173 of their papers we have counts for

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Showing 2017Show all

15 papers · 1 filter

cs.CL2017★ 40 cited

Attentive Memory Networks: Efficient Machine Reading for Conversational Search

Tom Kenter, Maarten de Rijke

Recent advances in conversational systems have changed the search paradigm. Traditionally, a user poses a query to a search engine that returns an answer based on its index, possib…

cs.IR2017

Why People Search for Images using Web Search Engines

Xiaohui Xie, Yiqun Liu, Maarten de Rijke +3

What are the intents or goals behind human interactions with image search engines? Knowing why people search for images is of major concern to Web image search engines because user…

cs.IR2017★ 13 cited

Sensitive and Scalable Online Evaluation with Theoretical Guarantees

Harrie Oosterhuis, Maarten de Rijke

Multileaved comparison methods generalize interleaved comparison methods to provide a scalable approach for comparing ranking systems based on regular user interactions. Such metho…

cs.IR2017★ 20 cited

Balancing Speed and Quality in Online Learning to Rank for Information Retrieval

Harrie Oosterhuis, Maarten de Rijke

In Online Learning to Rank (OLTR) the aim is to find an optimal ranking model by interacting with users. When learning from user behavior, systems must interact with users while si…

cs.HC2017★ 8 cited

Conversational Exploratory Search via Interactive Storytelling

Svitlana Vakulenko, Ilya Markov, Maarten de Rijke

Conversational interfaces are likely to become more efficient, intuitive and engaging way for human-computer interaction than today's text or touch-based interfaces. Current resear…

cs.IR2017★ 7 cited

Towards Learning Reward Functions from User Interactions

Ziming Li, Julia Kiseleva, Maarten de Rijke +1

In the physical world, people have dynamic preferences, e.g., the same situation can lead to satisfaction for some humans and to frustration for others. Personalization is called f…