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Contextualized Query Embeddings for Conversational Search


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

* 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

* 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

* 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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Personalized TV Recommendation: Fusing User Behavior and Preferences


Aug 30, 2020
Sheng-Chieh Lin, Ting-Wei Lin, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang

* 8 pages 

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Query Reformulation using Query History for Passage Retrieval in Conversational Search


May 05, 2020
Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin

* 11 pages 

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Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models


Apr 04, 2020
Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin


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TTTTTackling WinoGrande Schemas


Mar 18, 2020
Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin


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