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


Mar 21, 2022
Wei Zhong, Jheng-Hong Yang, Jimmy Lin

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


Dec 17, 2021
Jheng-Hong Yang, Xueguang Ma, Jimmy Lin

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* 8 pages, 1 figure 

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Text-to-Text Multi-view Learning for Passage Re-ranking


Apr 29, 2021
Jia-Huei Ju, Jheng-Hong Yang, Chuan-Ju Wang

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* Accepted as short paper in SIGIR 2021 

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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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Distilling Dense Representations for Ranking using Tightly-Coupled Teachers


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

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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

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* 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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