diegoolano/deer

visualization code/figures for CoNLL 19 paper "Learning Dense Representations for Entity Retrieval"

Learning Dense Representations for Entity Retrieval

Learning Dense Representations for Entity Retrieval
Daniel Gillick, Sayali Kulkarni, Larry Lansing, Alessandro Presta, Jason Baldridge, Eugene Ie, Diego Garcia-Olano
CoNLL 2019

• visualization code/figures: [ https://diegoolano.com/deer/ ]
• code for parsing wikipedia: [ Google github ]
• Paper: [ https://aclanthology.org/K19-1049/ ]

@inproceedings{gillick2019learning,
      title={Learning Dense Representations for Entity Retrieval}, 
      author={Daniel Gillick and 
             Sayali Kulkarni and 
               Larry Lansing and 
           Alessandro Presta and 
             Jason Baldridge and 
                   Eugene Ie and 
                   Diego Garcia-Olano},
      booktitle={Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)},
      year={2019},
      publisher={Conference on Computational Natural Language Learning}
}

Dual encoder setup for learning dense entity representations

List of word embedding visualizations made for paper

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Countries embedding visualization

Bands by decade embedding visualization

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