Apache OpenNLP
Natural language processing powered by Apache OpenNLP — sentence detection, tokenization, POS tagging, named entity recognition, chunking, lemmatization, language detection, and full pipeline analysis
CategoryAi
Version0.3.0
AuthorElite AI
Isolation ModeClassLoaderIsolated
Min Hefty Version0.26.0
PlatformsAll
DependenciesNone
Available For Planspremium
Instruments
| Name | Category | Risk Level | Keywords | Description |
|---|---|---|---|---|
| opennlp_sentence_detect | Application | ReadOnly | opennlp, sentence, detect, split, segment, boundary, nlp | Split text into sentences using maximum entropy sentence detection, handling abbreviations and ambiguous periods. |
| opennlp_tokenize | Application | ReadOnly | opennlp, tokenize, token, word, split, segment, nlp | Tokenize text into words and punctuation using maximum entropy tokenization with language-specific rules. |
| opennlp_pos_tag | Application | ReadOnly | opennlp, pos, tag, part-of-speech, grammar, syntax, nlp, tagger | Assign part-of-speech tags (Penn Treebank tagset) to tokens with confidence scores and tag distribution. |
| opennlp_ner | Application | ReadOnly | opennlp, ner, entity, name, person, location, organization, nlp, recognition | Extract named entities (people, locations, organizations, dates, times, money, percentages) from text. |
| opennlp_chunk | Application | ReadOnly | opennlp, chunk, phrase, noun, verb, syntax, nlp, shallow, parse | Identify syntactic chunks — noun phrases, verb phrases, prepositional phrases — in text. |
| opennlp_lemmatize | Application | ReadOnly | opennlp, lemma, lemmatize, base, form, root, dictionary, nlp | Reduce words to their dictionary base forms using POS-aware statistical lemmatization. |
| opennlp_language_detect | Application | ReadOnly | opennlp, language, detect, identify, locale, nlp, classify | Detect the natural language of text from 100+ supported languages with confidence ranking. |
| opennlp_analyze | Application | ReadOnly | opennlp, analyze, pipeline, full, nlp, comprehensive, combined, annotate | Run the full NLP pipeline (sentences, tokens, POS, NER, chunks, lemmas) in a single pass with graceful model fallback. |
| opennlp_models | Application | NetworkWrite | opennlp, model, download, list, manage, install, status | List, inspect, and download OpenNLP model files. Shows availability status and can fetch missing models automatically. |