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Understanding the effects of negative (and positive) pointwise mutual information on word vectors
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Assessing idiomaticity representations in vector models with a noun compound dataset labeled at type and token levels
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AStitchInLanguageModels : dataset and methods for the exploration of idiomaticity in pre-trained language models
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CogNLP-Sheffield at CMCL 2021 Shared Task: Blending cognitively inspired features with transformer-based language models for predicting eye tracking patterns
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Investigating language impact in bilingual approaches for computational language documentation
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Unsupervised compositionality prediction of nominal compounds
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A dual-attention hierarchical recurrent neural network for dialogue act classification
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When the whole is greater than the sum of its parts : multiword expressions and idiomaticity
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Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)
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Empirical evaluation of sequence-to-sequence models for word discovery in low-resource settings
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Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks
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A corpus study of verbal multiword expressions in Brazilian Portuguese
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Abstract:
Verbal multiword expressions (VMWEs) such as to make ends meet require special attention in NLP and linguistic research, and annotated corpora are valuable resources for studying them. Corpora annotated with VMWEs in several languages, including Brazilian Portuguese, were made freely available in the PARSEME shared task. The goal of this paper is to describe and analyze this corpus in terms of the characteristics of annotated VMWEs in Brazilian Portuguese. First, we summarize and exemplify the criteria used to annotate VMWEs. Then, we analyze their frequency, average length, discontinuities and variability. We further discuss challenging constructions and borderline cases. We believe that this analysis can improve the annotated corpus and its results can be used to develop systems for automatic VMWE identification.
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URL: http://eprints.whiterose.ac.uk/155717/ http://eprints.whiterose.ac.uk/155717/1/p01.pdf
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Unwritten languages demand attention too! Word discovery with encoder-decoder models
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Restricted recurrent neural tensor networks: Exploiting word frequency and compositionality
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UFRGS&LIF at SemEval-2016 task 10: Rule-based MWE identification and predominant-supersense tagging
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How naked is the naked truth? A multilingual lexicon of nominal compound compositionality
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