3 papers
cs.IR2025
Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications
Leila Tavakoli, Hamed Zamani
Despite growing interest in using large language models (LLMs) to automate annotation, their effectiveness in complex, nuanced, and multi-dimensional labelling tasks remains relati…
cs.HC2024
Understanding Modality Preferences in Search Clarification
Leila Tavakoli, Giovanni Castiglia, Federica Calo +3
This study is the first attempt to explore the impact of clarification question modality on user preference in search engines. We introduce the multi-modal search clarification dat…
cs.IR2024
Online and Offline Evaluation in Search Clarification
Leila Tavakoli, Johanne R. Trippas, Hamed Zamani +2
The effectiveness of clarification question models in engaging users within search systems is currently constrained, casting doubt on their overall usefulness. To improve the perfo…