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Improving efficiency and accuracy in multilingual entity extraction
TLDR
This paper discusses some implementation and data processing challenges encountered while developing a new multilingual version of DBpedia Spotlight that is faster, more accurate and easier to configure, and compares the solution to the previous system. Expand
DynE: Dynamic Ensemble Decoding for Multi-Document Summarization
TLDR
This work proposes a simple decoding methodology which ensembles the output of multiple instances of the same model on different inputs, and obtains state-of-the-art results on several multi-document summarization datasets. Expand
Deep interactive text prediction and quality estimation in translation interfaces
TLDR
This thesis developed HandyCAT, an open-source platform for translation process research, and developed components which introduce a new way of interacting with translation models, and test these components in a user-study. Expand