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On using monolingual corpora in neural machine translation
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 …
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 …
language pairs, while only using parallel data for training. Target-side monolingual data …
On integrating a language model into neural machine translation
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 …
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.
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 …
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
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 …
processing applications. Specifically, we present a finite-state implementation of a …
Turkish broadcast news transcription and retrieval
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 …
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 …
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 …
agglutinative languages. This paper presents a detailed computational analysis of Kazakh …
Resources for Turkish morphological processing
We present a set of language resources and tools—a morphological parser, a
morphological disambiguator, and a text corpus—for exploiting Turkish morphology in …
morphological disambiguator, and a text corpus—for exploiting Turkish morphology in …
[PDF][PDF] Sentiment analysis in Turkish media
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 …
sentiment analysis methods on Turkish social media. We formed a lexicon based SA method …