Logo
Pattern

Discover published sets by community

Explore tens of thousands of sets crafted by our community.

Machine Translation Terms

15

Flashcards

0/15

Still learning
StarStarStarStar

NMT

StarStarStarStar

Neural Machine Translation, a machine translation approach that uses a large neural network capable of learning to translate between languages from large datasets.

StarStarStarStar

Decoder

StarStarStarStar

A component of a machine translation system that generates the target language translation from a model's representations.

StarStarStarStar

Tokenization

StarStarStarStar

The process of dividing a sequence of textual material into smaller parts called tokens, such as words or phrases, often as a first step in machine translation.

StarStarStarStar

Back-Translation

StarStarStarStar

A method where a text is translated from a source language to a target language, and then back to the source language by a different system or manually to check translation accuracy.

StarStarStarStar

Encoder

StarStarStarStar

A component of a machine translation system that converts the source language input into a meaningful, fixed-sized representation.

StarStarStarStar

Domain Adaptation

StarStarStarStar

The process by which a machine translation system is adapted to better perform on a specific subject or field, often by using a specialized corpus.

StarStarStarStar

Parallel Corpus

StarStarStarStar

A collection of texts, each of which is translated into one or more languages, aligned with their translations.

StarStarStarStar

BLEU Score

StarStarStarStar

Bilingual Evaluation Understudy, a metric for evaluating the quality of text which has been machine-translated from one natural language to another.

StarStarStarStar

SMT

StarStarStarStar

Statistical Machine Translation, a machine translation technique that uses statistical models to generate translations based on analysis of bilingual text corpora.

StarStarStarStar

Machine Translation

StarStarStarStar

The process of using automated software to translate text or speech from one language to another.

StarStarStarStar

Corpus

StarStarStarStar

A large and structured set of texts used in machine translation for statistical analysis and hypothesis testing.

StarStarStarStar

Attention Mechanism

StarStarStarStar

A component in neural machine translation models that allows the model to focus on different parts of the input sequence when generating each word of the output sequence.

StarStarStarStar

MT Evaluation Metrics

StarStarStarStar

Standards or measures used to assess the quality and performance of machine translation outputs, such as BLEU, METEOR, and TER.

StarStarStarStar

Post-Editing

StarStarStarStar

The process of making corrective changes to a translated text produced by a machine translation system, typically done by a human translator.

StarStarStarStar

Phrase-Based Translation

StarStarStarStar

A type of statistical machine translation where translations are based on phrases (chunks of words) rather than individual words.

Know
0
Still learning
Click to flip
Know
0
Logo

© Hypatia.Tech. 2024 All rights reserved.