On using monolingual corpora in neural machine translation

C Gulcehre, O Firat, K Xu, K Cho, L Barrault… - arxiv preprint arxiv …, 2015 - arxiv.org
Recent work on end-to-end neural network-based architectures for machine translation has
shown promising results for En-Fr and En-De translation. Arguably, one of the major factors …

[PDF][PDF] Improving neural machine translation models with monolingual data

R Sennrich - arxiv preprint arxiv:1511.06709, 2015 - publications.rwth-aachen.de
Neural Machine Translation (NMT) has obtained state-of-the art performance for several
language pairs, while only using parallel data for training. Target-side monolingual data …

On integrating a language model into neural machine translation

C Gulcehre, O Firat, K Xu, K Cho, Y Bengio - Computer Speech & …, 2017 - Elsevier
Recent advances in end-to-end neural machine translation models have achieved
promising results on high-resource language pairs such as En→ Fr and En→ De. One of the …

[PDF][PDF] Linguistically Motivated Vocabulary Reduction for Neural Machine Translation from Turkish to English.

D Ataman, M Negri, M Turchi… - The Prague Bulletin of …, 2017 - archive.sciendo.com
The necessity of using a fixed-size word vocabulary in order to control the model complexity
in state-of-the-art neural machine translation (NMT) systems is an important bottleneck on …

Turkish language resources: Morphological parser, morphological disambiguator and web corpus

H Sak, T Güngör, M Saraçlar - … 2008 Gothenburg, Sweden, August 25-27 …, 2008 - Springer
In this paper, we propose a set of language resources for building Turkish language
processing applications. Specifically, we present a finite-state implementation of a …

Turkish broadcast news transcription and retrieval

E Arisoy, D Can, S Parlak, H Sak… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
This paper summarizes our recent efforts for building a Turkish Broadcast News transcription
and retrieval system. The agglutinative nature of Turkish leads to a high number of out-of …

Doğal dil işleme

E Adalı - Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve …, 2012 - dergipark.org.tr
İnsanlık tarihinde dil önemli bir yer tutmaktadır. İnsanlar dil aracılığı ile birbirleriyle iletişim
kurabilmiş ve anlaşabilmişlerdir. Diller zamanla gelişmiş ve hâlâ gelişmektedirler. Dillere …

[PDF][PDF] Rule based morphological analyzer of Kazakh language

G Kessikbayeva, I Cicekli - Proceedings of the 2014 Joint Meeting …, 2014 - aclanthology.org
Having a morphological analyzer is a very critical issue especially for NLP related tasks on
agglutinative languages. This paper presents a detailed computational analysis of Kazakh …

Resources for Turkish morphological processing

H Sak, T Güngör, M Saraçlar - Language resources and evaluation, 2011 - Springer
We present a set of language resources and tools—a morphological parser, a
morphological disambiguator, and a text corpus—for exploiting Turkish morphology in …

[PDF][PDF] Sentiment analysis in Turkish media

C Türkmenoglu, AC Tantug - International Conference on Machine …, 2014 - academia.edu
In this paper, we propose a comparison of Lexicon based and Machine Learning based
sentiment analysis methods on Turkish social media. We formed a lexicon based SA method …