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CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval


Nov 18, 2022
Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen

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Strong Gravitational Lensing Parameter Estimation with Vision Transformer


Oct 09, 2022
Kuan-Wei Huang, Geoff Chih-Fan Chen, Po-Wen Chang, Sheng-Chieh Lin, Chia-Jung Hsu, Vishal Thengane, Joshua Yao-Yu Lin

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* Accepted by ECCV 2022 AI for Space Workshop 

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Aggretriever: A Simple Approach to Aggregate Textual Representation for Robust Dense Passage Retrieval


Jul 31, 2022
Sheng-Chieh Lin, Minghan Li, Jimmy Lin

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* 12 pages 

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A Dense Representation Framework for Lexical and Semantic Matching


Jun 20, 2022
Sheng-Chieh Lin, Jimmy Lin

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* 24 pages 

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Densifying Sparse Representations for Passage Retrieval by Representational Slicing


Dec 09, 2021
Sheng-Chieh Lin, Jimmy Lin

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Contextualized Query Embeddings for Conversational Search


Apr 18, 2021
Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin

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* 8 pages 

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Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling


Apr 14, 2021
Sebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin, Allan Hanbury

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* Accepted at SIGIR 2021 (Full Paper track) 

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Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations


Feb 19, 2021
Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira

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Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate


Dec 04, 2020
Gongbo Liang, Yuanyuan Su, Sheng-Chieh Lin, Yu Zhang, Yuanyuan Zhang, Nathan Jacobs

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* Accepted to NeurIPS 2020 Workshop on Machine Learning and the Physical Sciences 

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Distilling Dense Representations for Ranking using Tightly-Coupled Teachers


Oct 22, 2020
Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin

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