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10/02/2020
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media
Recent studies on domain-specific BERT models show that effectiveness on...
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04/28/2020
An Effective Transition-based Model for Discontinuous NER
Unlike widely used Named Entity Recognition (NER) data sets in generic d...
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06/04/2019
NNE: A Dataset for Nested Named Entity Recognition in English Newswire
Named entity recognition (NER) is widely used in natural language proces...
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04/01/2019
Using Similarity Measures to Select Pretraining Data for NER
Word vectors and Language Models (LMs) pretrained on a large amount of u...
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02/21/2017
Learning to generate one-sentence biographies from Wikidata
We investigate the generation of one-sentence Wikipedia biographies from...
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02/20/2017
Post-edit Analysis of Collective Biography Generation
Text generation is increasingly common but often requires manual post-ed...
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11/07/2016
:telephone::person::sailboat::whale::okhand:; or "Call me Ishmael" - How do you translate emoji?
We report on an exploratory analysis of Emoji Dick, a project that lever...
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11/07/2016