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Look It Up: Bilingual Dictionaries Improve Neural Machine Translation ...
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Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing
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A Probabilistic Annotation Model for Crowdsourcing Coreference
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Abstract:
The availability of large scale annotated corpora for coreference is essential to the development of the field. However, creating resources at the required scale via expert annotation would be too expensive. Crowdsourcing has been proposed as an alternative; but this approach has not been widely used for coreference. This paper addresses one crucial hurdle on the way to make this possible, by introducing a new model of annotation for aggregating crowdsourced anaphoric annotations. The model is evaluated along three dimensions: the accuracy of the inferred mention pairs, the quality of the post-hoc constructed silver chains, and the viability of using the silver chains as an alternative to the expert-annotated chains in training a state of the art coreference system. The results suggest that our model can extract from crowdsourced annotations coreference chains of comparable quality to those obtained with expert annotation.
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Keyword:
QA75 Electronic computers. Computer science
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URL: http://repository.essex.ac.uk/23421/1/Paun2018Probabilistic.pdf https://www.aclweb.org/anthology/D18-1218/ http://repository.essex.ac.uk/23421/
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Adversarial propagation and zero-shot cross-lingual transfer of word vector specialization
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A case study on using speech-to-translation alignments for language documentation ...
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Documentary Linguistics and Computational Linguistics: A response to Brooks
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Documentary Linguistics and Computational Linguistics: A response to Brooks
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The International Workshop on Language Preservation: An Experiment in Text Collection and Language Technology
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The International Workshop on Language Preservation: An Experiment in Text Collection and Language Technology
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Computational linguistics: A new tool for exploring biopolymer structures and statistical mechanics
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In: Dill, Ken A; Lucas, Adam; Hockenmaier, Julia; Huang, Liang; Chiang, David; & Joshi, Aravind K.(2007). Computational linguistics: A new tool for exploring biopolymer structures and statistical mechanics. Polymer, 48, 4289 - 4300. doi:10.1016/j.polymer.2007.05.018. UC San Francisco: Retrieved from: http://www.escholarship.org/uc/item/235458px (2007)
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