From discourse to pathology: Automatic identification of Parkinson's disease patients via morphological measures across three languages

E Eyigoz, M Courson, L Sedeño, K Rogg… - Cortex, 2020‏ - Elsevier
Embodied cognition research on Parkinson's disease (PD) points to disruptions of
frontostriatal language functions as sensitive targets for clinical assessment. However, no …

[PDF][PDF] Modeling inflection and word-formation in SMT

A Fraser, M Weller, A Cahill, F Cap - … of the 13th Conference of the …, 2012‏ - aclanthology.org
The current state-of-the-art in statistical machine translation (SMT) suffers from issues of
sparsity and inadequate modeling power when translating into morphologically rich …

[PDF][PDF] Combining morpheme-based machine translation with post-processing morpheme prediction

A Clifton, A Sarkar - Proceedings of the 49th Annual Meeting of …, 2011‏ - aclanthology.org
This paper extends the training and tuning regime for phrase-based statistical machine
translation to obtain fluent translations into morphologically complex languages (we build an …

[PDF][PDF] Morphological processing of compounds for statistical machine translation

F Cap - 2014‏ - scholar.archive.org
Abstract Machine Translation denotes the translation of a text written in one language into
another language performed by a computer program. In times of internet and globalisation …

[PDF][PDF] Determining the placement of German verbs in English–to–German SMT

A Gojun, A Fraser - Proceedings of the 13th Conference of the …, 2012‏ - aclanthology.org
Abstract When translating English to German, existing reordering models often cannot
model the long-range reorderings needed to generate German translations with verbs in the …

[PDF][PDF] Minimum Bayes risk combination of translation hypotheses from alternative morphological decompositions

A De Gispert, S Virpioja, M Kurimo… - Proceedings of Human …, 2009‏ - aclanthology.org
We describe a simple strategy to achieve translation performance improvements by
combining output from identical statistical machine translation systems trained on alternative …

Methods and algorithms for unsupervised learning of morphology

B Can, S Manandhar - … Linguistics and Intelligent Text Processing: 15th …, 2014‏ - Springer
This paper is a survey of methods and algorithms for unsupervised learning of morphology.
We provide a description of the methods and algorithms used for morphological …

Improving English to Spanish out-of-domain translations by morphology generalization and generation

L Formiga Fanals, A Hernández Huerta… - Proceedings of the …, 2012‏ - upcommons.upc.edu
This paper presents a detailed study of a method for morphology generalization and
generation to address out-of-domain translations in English-to-Spanish phrase-based MT …

Identification of bilingual segments for translation generation

K Karimbi Mahesh, L Gomes, JGP Lopes - Advances in Intelligent Data …, 2014‏ - Springer
We present an approach that uses known translation forms in a validated bilingual lexicon
and identifies bilingual stem and suffix segments. By applying the longest sequence …

An overview of the phrase-based statistical machine translation techniques

MR Costa-jussà - The Knowledge Engineering Review, 2012‏ - cambridge.org
This work provides a general overview of the statistical machine translation (SMT) scientific
field, which is a subfield of machine translation (MT). Specifically, this paper focuses on one …