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Few-Shot Non-Parametric Learning with Deep Latent Variable Model



Zhiying Jiang , Yiqin Dai , Ji Xin , Ming Li , Jimmy Lin


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A Dense Representation Framework for Lexical and Semantic Matching



Sheng-Chieh Lin , Jimmy Lin

* 24 pages 

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Domain Adaptation for Memory-Efficient Dense Retrieval



Nandan Thakur , Nils Reimers , Jimmy Lin


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Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking



Minghan Li , Xinyu Zhang , Ji Xin , Hongyang Zhang , Jimmy Lin


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To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers



Hang Li , Shuai Wang , Shengyao Zhuang , Ahmed Mourad , Xueguang Ma , Jimmy Lin , Guido Zuccon

* Short research paper, accepted at SIGIR2022 

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Towards Best Practices for Training Multilingual Dense Retrieval Models



Xinyu Zhang , Kelechi Ogueji , Xueguang Ma , Jimmy Lin


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Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval



Wei Zhong , Jheng-Hong Yang , Jimmy Lin


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Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval



Luyu Gao , Xueguang Ma , Jimmy Lin , Jamie Callan


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Can Old TREC Collections Reliably Evaluate Modern Neural Retrieval Models?



Ellen M. Voorhees , Ian Soboroff , Jimmy Lin


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Sparsifying Sparse Representations for Passage Retrieval by Top-$k$ Masking



Jheng-Hong Yang , Xueguang Ma , Jimmy Lin

* 8 pages, 1 figure 

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