Natural Language Processing
Machine Translation
Translating text from one language to another (WMT benchmarks).
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Machine Translation is a key task in natural language processing. Below you will find the standard benchmarks used to evaluate models, along with current state-of-the-art results.
Benchmarks & SOTA
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Contribute on GitHubRelated Tasks
Language Modeling
Predicting the next word or token in a sequence. Core task for GPT-style models.
Question Answering
Answering questions based on context (SQuAD, Natural Questions).
Text Classification
Categorizing text into predefined classes (sentiment, topic).
Named Entity Recognition
Identifying and classifying named entities in text (CoNLL).