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Qinglin Qi

2 accepted papers

2025

PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization

ACL 2025long

As online platforms and recommendation algorithms evolve, people are increasingly trapped in echo chambers, leading to biased understandings of various issues. To combat this issue, we have introduced PerSphere, a benchmark designed to facilitate multi-faceted perspective retrieval and summarization…

2024

XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners

NAACL 2024long

Active learning (AL), which aims to construct an effective training set by iteratively curating the most formative unlabeled data for annotation, has been widely used in low-resource tasks. Most active learning techniques in classification rely on the model’s uncertainty or disagreement to choose un…