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Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only

Oct 11, 2020
Ziyi Liu, Giannis Karamanolakis, Daniel Hsu, Luis Gravano

* Accepted for the 11th International Workshop on Health Text Mining and Information Analysis ([email protected] 2020) 

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Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher

Oct 06, 2020
Giannis Karamanolakis, Daniel Hsu, Luis Gravano

* Accepted to Findings of EMNLP 2020 (Long Paper) 

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AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types

Jun 24, 2020
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han

* KDD 2020 

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TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories

May 01, 2020
Giannis Karamanolakis, Jun Ma, Xin Luna Dong

* Accepted to ACL 2020 (Long Paper) 

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Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health

Sep 30, 2019
Giannis Karamanolakis, Daniel Hsu, Luis Gravano

* Accepted for the 5th Workshop on Noisy User-generated Text (W-NUT 2019), held in conjunction with EMNLP 2019 

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Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-Training

Sep 01, 2019
Giannis Karamanolakis, Daniel Hsu, Luis Gravano

* Accepted to EMNLP 2019 

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Item Recommendation with Variational Autoencoders and Heterogenous Priors

Oct 07, 2018
Giannis Karamanolakis, Kevin Raji Cherian, Ananth Ravi Narayan, Jie Yuan, Da Tang, Tony Jebara

* Accepted for the 3rd Workshop on Deep Learning for Recommender Systems (DLRS 2018), held in conjunction with the 12th ACM Conference on Recommender Systems (RecSys 2018) in Vancouver, Canada 

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