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cs.CL2024
Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation
Xinkai Du, Quanjie Han, Chao Lv +5
Open-domain Question Answering (QA) has garnered substantial interest by combining the advantages of faithfully retrieved passages and relevant passages generated through Large Lan…
cs.CL2023
Label Dependencies-aware Set Prediction Networks for Multi-label Text Classification
Du Xinkai, Han Quanjie, Sun Yalin +2
Multi-label text classification involves extracting all relevant labels from a sentence. Given the unordered nature of these labels, we propose approaching the problem as a set pre…
cs.CL2022
StyleBERT: Chinese pretraining by font style information
Chao Lv, Han Zhang, XinKai Du +5
With the success of down streaming task using English pre-trained language model, the pre-trained Chinese language model is also necessary to get a better performance of Chinese NL…