Natural Language Processing (NLP)
Sub-bidang AI yang menangani pemahaman, generasi, dan interaksi dengan bahasa manusia. Aplikasi: translation, sentiment analysis, chatbots, summarization.
From: LLM Wiki URL: llm-wiki.pages.dev/concepts/natural-language-processing Created: June 21, 2026 Updated: June 21, 2026 Read time: 1 min
Natural Language Processing
Definisi
NLP adalah sub-bidang AI yang menangani pemahaman, generasi, dan interaksi dengan bahasa manusia (alami).
Tugas
- Tokenization, stemming, lemmatization
- POS tagging, NER
- Sentiment analysis
- Machine translation
- Question answering
- Summarization
- Text generation
Era
- Rule-based (1950–1990) — hand-crafted rules
- Statistical (1990–2014) — HMM, CRF, n-grams
- Neural (2014–2017) — word2vec, RNN, LSTM
- Transformer (2017–sekarang) — BERT, GPT