Language-independent hybrid MT: Comparative evaluation of translation quality

G Tambouratzis, M Vassiliou… - … to Machine Translation, 2016 - Springer
… In the current chapter, the proposed hybrid MT methodology is compared to established MT
systems, both in terms of design … Comparing CRF and template-matching in phrasing tasks

[HTML][HTML] Machine translation systems and quality assessment: a systematic review

I Rivera-Trigueros - Language Resources and Evaluation, 2022 - Springer
… had been comparisons between MT systems or architectures … that statistical MT was better
than the rule-based or hybrid kind… Neural versus phrase-based machine translation quality: A …

[图书][B] Machine Translation with Minimal Reliance on Parallel Resources

G Tambouratzis, M Vassiliou, S Sofianopoulos - 2017 - Springer
… PMG based on template-matching principles have been … text into phrases in compliance
with the TL phrasing scheme. If … well as in comparison with other MT systems, the performance …

Applying PSO to natural language processing tasks: Optimizing the identification of syntactic phrases

G Tambouratzis - 2016 IEEE Congress on Evolutionary …, 2016 - ieeexplore.ieee.org
… Hence, CRF represents a natural choice for modelling tasks … TEM is based on the
template-matching algorithm [9], where … ARG process compares to alternative phrasing modules …

Linguistically inspired language model augmentation for MT

G Tambouratzis, V Pouli - … of the Tenth International Conference on …, 2016 - aclanthology.org
… of phrases and the order of these phrases is determined by … Figure 2 depicts the translation
quality variation for CRF, … : Comparison of metric scores between our hybrid MT system

A comprehensive review of conditional random fields: variants, hybrids and applications

B Yu, Z Fan - Artificial Intelligence Review, 2020 - Springer
… (2015) compares the template-matching technique with the CRF on a specific … task such as
phrasing of a sequence of words into phrases. This task represents that the text is parsed into

Extensions to the PRESEMT Methodology

G Tambouratzis, M Vassiliou, S Sofianopoulos… - Machine Translation …, 2017 - Springer
… less complex system based on a template-matching approach (… text-to-be-translated into
linguistically motivated phrases. TEM … Comparative results for CRF and the highest-scoring TEM …

Joint event causality extraction using dual-channel enhanced neural network

J Gao, H Yu, S Zhang - Knowledge-Based Systems, 2022 - Elsevier
… However, template matching requires a lot of manpower to … Table 3 shows the results of
our method compared with other … However, ECE is a joint extraction task of phrase-level event …

[PDF][PDF] Swarm algorithms for NLP-the case of limited training data

G Tambouratzis, M Vassiliou - Journal of Artificial Intelligence and Soft …, 2019 - sciendo.com
… Random Fields (CRF) and Template Matching (TEM). … hybrid), sPSO achieves a lower error
rate (ie fewer erroneous … , the ARG model is compared to other phrasing models in terms of …

[PDF][PDF] Using particle swarm optimization to accurately identify syntactic phrases in free text

G Tambouratzis - Journal of Artificial Intelligence and Soft Computing …, 2018 - sciendo.com
… for PRESEMT is based on Template Matching (TEM), which … TEM attains a higher phrasing
accuracy than CRF, learning more … To determine how ARG compares to alternative phrasing