What has changed with neural machine translation? A critical review of human factors

V Ragni, L Nunes Vieira - Perspectives, 2022 - Taylor & Francis
In recent years, the push towards automation and translation productivity led to great efforts
dedicated to the development of machine translation (MT) systems. Neural machine …

[PDF][PDF] Capability Indices for Digitized Industries: A Review and Outlook of Machine Learning Applications for Predictive Process Control.

J Mayer, R Jochem - Processes, 2024 - depositonce.tu-berlin.de
Leveraging machine learning applications for predictive process control signifies a decisive
advancement in manufacturing quality management, transitioning from traditional …

Research on business English translation framework based on speech recognition and wireless communication

L Wu, L Wu - Mobile Information Systems, 2021 - Wiley Online Library
In order to improve the accuracy of English translation, reduce the error rate of translation
results, and increase the correction rate of translation, this paper proposes a business …

The impact of traditional and interactive post-editing on machine translation user experience, quality, and productivity

V Briva-Iglesias, S O'Brien… - Translation, Cognition & …, 2023 - jbe-platform.com
This paper presents a user study with 15 professional translators in the English-Spanish
combination. We present the concept of Machine Translation User Experience (MTUX) and …

Non-exchangeable conformal language generation with nearest neighbors

D Ulmer, C Zerva, AFT Martins - arxiv preprint arxiv:2402.00707, 2024 - arxiv.org
Quantifying uncertainty in automatically generated text is important for letting humans check
potential hallucinations and making systems more reliable. Conformal prediction is an …

Translation's new high-tech clothes

F Do Carmo, J Moorkens - The Human Translator in the 2020s, 2022 - taylorfrancis.com
This chapter raises questions that may help us to see through the glare of a future guided by
so-called intelligent technologies, to identify the powers that translation contains to …

Design and Implementation of an Interactive English Translation System Based on the Information‐Assisted Processing Function of the Internet of Things

L Mo - Mathematical Problems in Engineering, 2022 - Wiley Online Library
As a new type of language expression, interactive translation is widely used in English, and
based on the Internet of Things technology, text harmony and glyphs are combined for …

[BOEK][B] How to Augment Language Skills: Generative AI and Machine Translation in Language Learning and Translator Training

A Pym, Y Hao - 2024 - books.google.com
How to Augment Language Skills outlines ways in which translators and language providers
can expand their skillset and how translation technologies can be integrated into language …

On Uncertainty In Natural Language Processing

D Ulmer - arxiv preprint arxiv:2410.03446, 2024 - arxiv.org
The last decade in deep learning has brought on increasingly capable systems that are
deployed on a wide variety of applications. In natural language processing, the field has …

The translator's extended mind

Y Balashov - Minds and Machines, 2020 - Springer
The rapid development of natural language processing in the last three decades has
drastically changed the way professional translators do their work. Nowadays most of them …