Search Results for author: Jiqun Liu

Found 5 papers, 1 papers with code

Decoy Effect In Search Interaction: Understanding User Behavior and Measuring System Vulnerability

no code implementations27 Mar 2024 Nuo Chen, Jiqun Liu, Hanpei Fang, Yuankai Luo, Tetsuya Sakai, Xiao-Ming Wu

This study examines the decoy effect's underexplored influence on user search interactions and methods for measuring information retrieval (IR) systems' vulnerability to this effect.

Information Retrieval Retrieval

Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Controversial Topics

no code implementations26 Mar 2024 Ben Wang, Jiqun Liu

When interacting with information retrieval (IR) systems, users, affected by confirmation biases, tend to select search results that confirm their existing beliefs on socially significant contentious issues.

Information Retrieval Retrieval +1

Task Supportive and Personalized Human-Large Language Model Interaction: A User Study

no code implementations9 Feb 2024 Ben Wang, Jiqun Liu, Jamshed Karimnazarov, Nicolas Thompson

Large language model (LLM) applications, such as ChatGPT, are a powerful tool for online information-seeking (IS) and problem-solving tasks.

Information Retrieval Language Modelling +3

Decoy Effect in Search Interaction: A Pilot Study

no code implementations4 Nov 2023 Nuo Chen, Jiqun Liu, Tetsuya Sakai, Xiao-Ming Wu

In recent years, the influence of cognitive effects and biases on users' thinking, behaving, and decision-making has garnered increasing attention in the field of interactive information retrieval.

Decision Making Information Retrieval +1

Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation

1 code implementation25 Oct 2023 Xi Wang, Hossein A. Rahmani, Jiqun Liu, Emine Yilmaz

Conversational Recommendation System (CRS) is a rapidly growing research area that has gained significant attention alongside advancements in language modelling techniques.

Data Augmentation Language Modelling +2

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