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PTab: Using the Pre-trained Language Model for Modeling Tabular Data


Sep 15, 2022
Guang Liu, Jie Yang, Ledell Wu


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Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer


Aug 19, 2022
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Peitian Zhang, Ji-Rong Wen


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DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index


Mar 01, 2022
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen


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Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking


May 21, 2021
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela


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Multilingual Autoregressive Entity Linking


Mar 23, 2021
Nicola De Cao, Ledell Wu, Kashyap Popat, Mikel Artetxe, Naman Goyal, Mikhail Plekhanov, Luke Zettlemoyer, Nicola Cancedda, Sebastian Riedel, Fabio Petroni

* 20 pages, 8 figures, and 11 tables 

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Dense Passage Retrieval for Open-Domain Question Answering


May 02, 2020
Vladimir Karpukhin, Barlas Oğuz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih

* corrected typos in Table 3; add a paragraph in Sec. 6.2 

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Multi-Dimensional Gender Bias Classification


May 01, 2020
Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams


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Zero-shot Entity Linking with Dense Entity Retrieval


Nov 10, 2019
Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer


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PyTorch-BigGraph: A Large-scale Graph Embedding System


Apr 09, 2019
Adam Lerer, Ledell Wu, Jiajun Shen, Timothee Lacroix, Luca Wehrstedt, Abhijit Bose, Alex Peysakhovich

* Proceedings of The Conference on Systems and Machine Learning, 2019 

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