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cs.IR2025★ 1 cited
DSEBench: A Test Collection for Explainable Dataset Search with Examples
Qing Shi, Jing He, Qiaosheng Chen +1
Dataset search is a well-established task in the Semantic Web and information retrieval research. Current approaches retrieve datasets either based on keyword queries or by identif…
cs.IR2025★ 1 cited
Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph
Qiaosheng Chen, Kaijia Huang, Xiao Zhou +3
The rapid growth of open source machine learning (ML) resources, such as models and datasets, has accelerated IR research. However, existing platforms like Hugging Face do not expl…
cs.IR2025
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs
Chuan Xu, Qiaosheng Chen, Yutong Feng +1
Retrieval-Augmented Generation (RAG) has emerged as a powerful paradigm for enhancing the capabilities of large language models. However, existing RAG evaluation predominantly focu…