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Machine Translation

673 papers with code ยท Natural Language Processing

Machine translation is the task of translating a sentence in a source language to a different target language

( Image credit: Google seq2seq )

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Latest papers without code

Investigation of Speaker-adaptation methods in Transformer based ASR

7 Aug 2020

We experiment using speaker embeddings learned along with the model training, as well as one-hot vectors and x-vectors.

MACHINE TRANSLATION SPEECH RECOGNITION

Data Weighted Training Strategies for Grammatical Error Correction

7 Aug 2020

Recent progress in the task of Grammatical Error Correction (GEC) has been driven by addressing data sparsity, both through new methods for generating large and noisy pretraining data and through the publication of small and higher-quality finetuning data in the BEA-2019 shared task.

GRAMMATICAL ERROR CORRECTION MACHINE TRANSLATION

A Multilingual Neural Machine Translation Model for Biomedical Data

6 Aug 2020

We release a multilingual neural machine translation model, which can be used to translate text in the biomedical domain.

MACHINE TRANSLATION

A Survey of Orthographic Information in Machine Translation

4 Aug 2020

It introduces under-resourced languages in terms of machine translation and how orthographic information can be utilised to improve machine translation.

MACHINE TRANSLATION

Multilingual Translation with Extensible Multilingual Pretraining and Finetuning

2 Aug 2020

Recent work demonstrates the potential of multilingual pretraining of creating one model that can be used for various tasks in different languages.

MACHINE TRANSLATION

On Learning Universal Representations Across Languages

31 Jul 2020

Recent studies have demonstrated the overwhelming advantage of cross-lingual pre-trained models (PTMs), such as multilingual BERT and XLM, on cross-lingual NLP tasks.

CONTRASTIVE LEARNING CROSS-LINGUAL NATURAL LANGUAGE INFERENCE LANGUAGE MODELLING MACHINE TRANSLATION

Black-box Adversarial Sample Generation Based on Differential Evolution

30 Jul 2020

The technique does not require any knowledge of the structure or weights of the target DNN.

MACHINE TRANSLATION OBJECT DETECTION

Preparation of Sentiment tagged Parallel Corpus and Testing its effect on Machine Translation

28 Jul 2020

The preparation of raw parallel corpus, sentiment analysis of the sentences and the training of a Character Based Neural Machine Translation model using the same has been discussed extensively in this paper.

MACHINE TRANSLATION SENTIMENT ANALYSIS

A System for Worldwide COVID-19 Information Aggregation

28 Jul 2020

The global pandemic of COVID-19 has made the public pay close attention to related news, covering various domains, such as sanitation, treatment, and effects on education.

MACHINE TRANSLATION

TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling

28 Jul 2020

Transformer has been widely-used in many Natural Language Processing (NLP) tasks and the scaled dot-product attention between tokens is a core module of Transformer.

LANGUAGE MODELLING MACHINE TRANSLATION