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researcher

S. Berkovsky

15 papers hereh-index 437k citations272 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author12
  • last author2

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.IR4
  • cs.HC3
  • cs.CR2
  • cs.CV1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedJointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation

30 citations · 69 across the 15 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.CL2025

Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering

Yu Takahashi, Shun Takeuchi, Kexuan Xin +6

Question answering (QA) systems are increasingly deployed across domains. However, their reliability is undermined when retrieved evidence is incomplete, noisy, or uncertain. Exist…

cs.IR2025

Evaluating User Experience in Conversational Recommender Systems: A Systematic Review Across Classical and LLM-Powered Approaches

Raj Mahmud, Yufeng Wu, Abdullah Bin Sawad +3

Conversational Recommender Systems (CRSs) are receiving growing research attention across domains, yet their user experience (UX) evaluation remains limited. Existing reviews large…

cs.HC2025

Understanding User Preferences for Interaction Styles in Conversational Recommender Systems: The Predictive Role of System Qualities, User Experience, and Traits

Raj Mahmud, Shlomo Berkovsky, Mukesh Prasad +1

Conversational Recommender Systems (CRSs) deliver personalised recommendations through multi-turn natural language dialogue and increasingly support both task-oriented and explorat…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.