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How efficiency shapes human language
Cognitive science applies diverse tools and perspectives to study human language.
Recently, an exciting body of work has examined linguistic phenomena through the lens of …
Recently, an exciting body of work has examined linguistic phenomena through the lens of …
Dependency grammar
Dependency grammar is a descriptive and theoretical tradition in linguistics that can be
traced back to antiquity. It has long been influential in the European linguistics tradition and …
traced back to antiquity. It has long been influential in the European linguistics tradition and …
Quantifying social biases in NLP: A generalization and empirical comparison of extrinsic fairness metrics
Measuring bias is key for better understanding and addressing unfairness in NLP/ML
models. This is often done via fairness metrics, which quantify the differences in a model's …
models. This is often done via fairness metrics, which quantify the differences in a model's …
Data augmentation via dependency tree morphing for low-resource languages
Neural NLP systems achieve high scores in the presence of sizable training dataset. Lack of
such datasets leads to poor system performances in the case low-resource languages. We …
such datasets leads to poor system performances in the case low-resource languages. We …
Token-based typology and word order entropy: A study based on Universal Dependencies
N Levshina - Linguistic Typology, 2019 - degruyter.com
The present paper discusses the benefits and challenges of token-based typology, which
takes into account the frequencies of words and constructions in language use. This …
takes into account the frequencies of words and constructions in language use. This …
The entropy of words—Learnability and expressivity across more than 1000 languages
The choice associated with words is a fundamental property of natural languages. It lies at
the heart of quantitative linguistics, computational linguistics and language sciences more …
the heart of quantitative linguistics, computational linguistics and language sciences more …
Universals of word order reflect optimization of grammars for efficient communication
The universal properties of human languages have been the subject of intense study across
the language sciences. We report computational and corpus evidence for the hypothesis …
the language sciences. We report computational and corpus evidence for the hypothesis …
BERT syntactic transfer: A computational experiment on Italian, French and English languages
This paper investigates the ability of multilingual BERT (mBERT) language model to transfer
syntactic knowledge cross-lingually, verifying if and to which extent syntactic dependency …
syntactic knowledge cross-lingually, verifying if and to which extent syntactic dependency …
The Natural Stories corpus: a reading-time corpus of English texts containing rare syntactic constructions
It is now a common practice to compare models of human language processing by
comparing how well they predict behavioral and neural measures of processing difficulty …
comparing how well they predict behavioral and neural measures of processing difficulty …
Why we need a gradient approach to word order
This article argues for a gradient approach to word order, which treats word order
preferences, both within and across languages, as a continuous variable. Word order …
preferences, both within and across languages, as a continuous variable. Word order …