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Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks


Jan 17, 2023
Shi Zong, Josh Seltzer, Jiahua, Pan, Kathy Cheng, Jimmy Lin

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Building a Culture of Reproducibility in Academic Research


Dec 27, 2022
Jimmy Lin

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Precise Zero-Shot Dense Retrieval without Relevance Labels


Dec 20, 2022
Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan

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Less is More: Parameter-Free Text Classification with Gzip


Dec 19, 2022
Zhiying Jiang, Matthew Y. R. Yang, Mikhail Tsirlin, Raphael Tang, Jimmy Lin

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Improving Precancerous Case Characterization via Transformer-based Ensemble Learning


Dec 10, 2022
Yizhen Zhong, Jiajie Xiao, Thomas Vetterli, Mahan Matin, Ellen Loo, Jimmy Lin, Richard Bourgon, Ofer Shapira

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SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale


Nov 21, 2022
Raphael Tang, Karun Kumar, Gefei Yang, Akshat Pandey, Yajie Mao, Vladislav Belyaev, Madhuri Emmadi, Craig Murray, Ferhan Ture, Jimmy Lin

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* Accepted to EMNLP 2022 Industry Track; 9 pages, 7 figures 

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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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On the Interaction Between Differential Privacy and Gradient Compression in Deep Learning


Nov 01, 2022
Jimmy Lin

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XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing


Oct 25, 2022
Peng Shi, Rui Zhang, He Bai, Jimmy Lin

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Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages


Oct 18, 2022
Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, Jimmy Lin

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