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Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network


Sep 23, 2022
Mario Krenn, Lorenzo Buffoni, Bruno Coutinho, Sagi Eppel, Jacob Gates Foster, Andrew Gritsevskiy, Harlin Lee, Yichao Lu, Joao P. Moutinho, Nima Sanjabi, Rishi Sonthalia, Ngoc Mai Tran, Francisco Valente, Yangxinyu Xie, Rose Yu, Michael Kopp

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* 13 pages, 7 figures. Comments welcome! 

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Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes


Apr 01, 2022
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David Kreil, Sepp Hochreiter

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* Pre-print under review, submitted to Proceedings of Machine Learning Research 

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Learning to Transfer for Traffic Forecasting via Multi-task Learning


Nov 27, 2021
Yichao Lu

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Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings


Oct 15, 2020
Phillip Keung, Julian Salazar, Yichao Lu, Noah A. Smith

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* To appear in the Transactions of the Association for Computational Linguistics 

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The Multilingual Amazon Reviews Corpus


Oct 06, 2020
Phillip Keung, Yichao Lu, György Szarvas, Noah A. Smith

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* To appear in EMNLP 2020 

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On the Evaluation of Contextual Embeddings for Zero-Shot Cross-Lingual Transfer Learning


Apr 30, 2020
Phillip Keung, Yichao Lu, Julian Salazar, Vikas Bhardwaj

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Attentional Speech Recognition Models Misbehave on Out-of-domain Utterances


Feb 12, 2020
Phillip Keung, Wei Niu, Yichao Lu, Julian Salazar, Vikas Bhardwaj

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* Artifacts like our filtered Audio BNC dataset can be found at https://github.com/aws-samples/seq2seq-asr-misbehaves 

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Learning Effective Visual Relationship Detector on 1 GPU


Dec 12, 2019
Yichao Lu, Cheng Chang, Himanshu Rai, Guangwei Yu, Maksims Volkovs

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CrevNet: Conditionally Reversible Video Prediction


Oct 25, 2019
Wei Yu, Yichao Lu, Steve Easterbrook, Sanja Fidler

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Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER


Sep 13, 2019
Phillip Keung, Yichao Lu, Vikas Bhardwaj

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* In EMNLP 2019 

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