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Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces

Oct 25, 2020
Albert Webson, Zhizhong Chen, Carsten Eickhoff, Ellie Pavlick

* Published at EMNLP 2020. Recorded talk available at https://youtu.be/V2pdS6Y_8n0 . Code and data available at https://github.com/awebson/congressional_adversary 

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Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures

Oct 12, 2020
Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar

* AMIA Annual Symposium 2020 

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A Transformer-based Framework for Multivariate Time Series Representation Learning

Oct 08, 2020
George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff


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Brown University at TREC Deep Learning 2019

Sep 08, 2020
George Zerveas, Ruochen Zhang, Leila Kim, Carsten Eickhoff

* Proceedings of the Twenty-Eighth Text REtrieval Conference, TREC 2019, Gaithersburg, Maryland, USA, November 13-15, 2019. NIST Special Publication 1250, National Institute of Standards and Technology (NIST) 2019 

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Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support

Jun 24, 2020
Gil Alon, Elizabeth Chen, Guergana Savova, Carsten Eickhoff

* AMIA Joint Summits in Translational Science, 2020 

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Wasserstein Adversarial Autoencoders for Knowledge Graph Embedding based Drug-Drug Interaction Prediction

Apr 15, 2020
Yuanfei Dai, Chenhao Guo, Wenzhong Guo, Carsten Eickhoff


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DC3 -- A Diagnostic Case Challenge Collection for Clinical Decision Support

Aug 22, 2019
Carsten Eickhoff, Floran Gmehlin, Anu V. Patel, Jocelyn Boullier, Hamish Fraser

* The 2019 ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR '19) 

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Embedding Electronic Health Records for Clinical Information Retrieval

Nov 13, 2018
Xing Wei, Carsten Eickhoff

* Published in AMIA Annual Symposium 2018 

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Biomedical Question Answering via Weighted Neural Network Passage Retrieval

Jan 09, 2018
Ferenc Galkó, Carsten Eickhoff

* To appear in ECIR 2017 

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Evaluating Music Recommender Systems for Groups

Jul 31, 2017
Zsolt Mezei, Carsten Eickhoff

* Presented at the 2017 Workshop on Value-Aware and Multistakeholder Recommendation 

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Computing Web-scale Topic Models using an Asynchronous Parameter Server

Jun 18, 2017
Rolf Jagerman, Carsten Eickhoff, Maarten de Rijke

* To appear in SIGIR 2017 

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Neural Document Embeddings for Intensive Care Patient Mortality Prediction

Dec 01, 2016
Paulina Grnarova, Florian Schmidt, Stephanie L. Hyland, Carsten Eickhoff


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Efficient Parallel Learning of Word2Vec

Jun 24, 2016
Jeroen B. P. Vuurens, Carsten Eickhoff, Arjen P. de Vries

* ICML 2016 Machine Learning workshop 

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Probabilistic Bag-Of-Hyperlinks Model for Entity Linking

Jan 29, 2016
Octavian-Eugen Ganea, Marina Ganea, Aurelien Lucchi, Carsten Eickhoff, Thomas Hofmann


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