Machine Translation

BLEU Score
BLEU Score

BLEU Score

The BLEU score, or Bilingual Evaluation Understudy, is a critical metric in evaluating the quality of text produced by machine translation systems. Developed by...

3 min read
BLEU Machine Translation +3
Language Detection
Language Detection

Language Detection

Language detection in large language models (LLMs) is the process by which these models identify the language of input text, enabling accurate processing for mu...

4 min read
Language Detection LLMs +4
Part-of-Speech Tagging
Part-of-Speech Tagging

Part-of-Speech Tagging

Part-of-Speech Tagging (POS tagging) is a pivotal task in computational linguistics and natural language processing (NLP). It involves assigning each word in a ...

5 min read
NLP AI +4
ROUGE Score
ROUGE Score

ROUGE Score

The ROUGE score is a set of metrics used to evaluate the quality of machine-generated summaries and translations by comparing them to human references. Widely u...

9 min read
ROUGE NLP +4
Windowing
Windowing

Windowing

Windowing in artificial intelligence refers to processing data in segments or “windows” to analyze sequential information efficiently. Essential in NLP and LLMs...

8 min read
AI NLP +5