Seq2Edits: Sequence transduction using span-level edit operations
F Stahlberg, S Kumar - arxiv preprint arxiv:2009.11136, 2020 - arxiv.org
We propose Seq2Edits, an open-vocabulary approach to sequence editing for natural
language processing (NLP) tasks with a high degree of overlap between input and output …
language processing (NLP) tasks with a high degree of overlap between input and output …
Generalising to German plural noun classes, from the perspective of a recurrent neural network
Inflectional morphology has since long been a useful testing ground for broader questions
about generalisation in language and the viability of neural network models as cognitive …
about generalisation in language and the viability of neural network models as cognitive …
Surprisal estimators for human reading times need character models
While the use of character models has been popular in NLP applications, it has not been
explored much in the context of psycholinguistic modeling. This paper presents a character …
explored much in the context of psycholinguistic modeling. This paper presents a character …
Morphological Processing of Low-Resource Languages: Where We Are and What's Next
Automatic morphological processing can aid downstream natural language processing
applications, especially for low-resource languages, and assist language documentation …
applications, especially for low-resource languages, and assist language documentation …
Morphological inflection: A reality check
Morphological inflection is a popular task in sub-word NLP with both practical and cognitive
applications. For years now, state-of-the-art systems have reported high, but also highly …
applications. For years now, state-of-the-art systems have reported high, but also highly …
VeLeRo: an inflected verbal lexicon of standard Romanian and a quantitative analysis of morphological predictability
This paper presents VeLeRo, an inflected lexicon of Standard Romanian which contains the
full paradigm of 7297 verbs in phonological form. We explain the process by which the …
full paradigm of 7297 verbs in phonological form. We explain the process by which the …
The paradigm discovery problem
This work treats the paradigm discovery problem (PDP), the task of learning an inflectional
morphological system from unannotated sentences. We formalize the PDP and develop …
morphological system from unannotated sentences. We formalize the PDP and develop …
Neural Approaches to Historical Words Reconstruction
C Fourrier - 2022 - theses.hal.science
In historical linguistics, cognates are words that descend in direct line from a common
ancestor, called their proto-form, and therefore are representative of their respective …
ancestor, called their proto-form, and therefore are representative of their respective …
Token frequency as a determinant of morphological change
H Sims-Williams - Journal of Linguistics, 2022 - cambridge.org
This paper demonstrates that morphological change tends to involve the replacement of low
frequency forms in inflectional paradigms by innovative forms based on high frequency …
frequency forms in inflectional paradigms by innovative forms based on high frequency …
An analogical approach to the typology of inflectional complexity
MG Naranjo - Journal of Language Modelling, 2024 - jlm.ipipan.waw.pl
This paper studies the inflectional complexity of nouns, verbs and adjectives in 137 datasets,
across 71 languages. I follow Ackerman and Malouf (2013) in distinguishing between E …
across 71 languages. I follow Ackerman and Malouf (2013) in distinguishing between E …