From 1be163cd8d9203675221c02d3a11f52ccfbb3df1 Mon Sep 17 00:00:00 2001 From: Vietnamese CoreNLP <33695776+vncorenlp@users.noreply.github.com> Date: Thu, 12 Sep 2019 13:41:29 +1000 Subject: [PATCH] POS tags, NER types and dependency labels in VnCoreNLP Brief description of POS tags, NER types and dependency labels in VnCoreNLP --- TagsetDescription.md | 67 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 67 insertions(+) create mode 100644 TagsetDescription.md diff --git a/TagsetDescription.md b/TagsetDescription.md new file mode 100644 index 0000000..6d131b6 --- /dev/null +++ b/TagsetDescription.md @@ -0,0 +1,67 @@ +## POS tags, NER types and dependency labels in VnCoreNLP + +The following sections are to briefly describe [POS tags](https://github.com/vncorenlp/VnCoreNLP/blob/master/VLSP2013_POS_tagset.pdf), [NER types](http://vlsp.org.vn/vlsp2016/eval/ner) and [dependency labels](https://github.com/vncorenlp/VnCoreNLP/blob/master/VnDT-treebank-description.pdf) used in VnCoreNLP. See details in [Link-to-POS-tag-description](https://github.com/vncorenlp/VnCoreNLP/blob/master/VLSP2013_POS_tagset.pdf), [Link-to-NER-type-description](http://vlsp.org.vn/vlsp2016/eval/ner) and [Link-to-dependency-label-description](https://github.com/vncorenlp/VnCoreNLP/blob/master/VnDT-treebank-description.pdf). + +### POS tags + +|Label| Meaning | +|---|---| +| Np | Proper noun | +| Nc | Classifier noun | +| Nu | Unit noun | +| N | Noun | +| Ny | Abbreviated noun | +| Nb | (Foreign) borrowed noun| +| V | Verb| +|Vb |(Foreign) borrowed verb| +|A| Adjective| +|P| Pronoun| +|R |Adverb| +|L| Determiner| +|M |Numeral/Quantity| +|E |Preposition| +|C |Subordinating conjunction| +|Cc |Coordinating conjunction| +|I |Interjection/Exclamation| +|T |Particle/Auxiliary, modal words| +|Y |Abbreviation| +|Z |Bound morpheme| +|X |Un-definition/Other| +|CH |Punctuation and symbols| + +### NER types + +|Label| Meaning | +|---|---| +| PER | Names of persons | +| LOC | Names of locations | +| ORG| Names of organizations| +| MISC|Names of miscellaneous entities| + +### Top 21 most frequent dependency labels + +These following labels has an appearance rate of at least 0.2%: + +|Label| Meaning | +|---|---| +|adv|Adverbial | +|amod| Adjective modifier | +|conj| Conjunction | +|coord| Coordination | +|dep| Default label | +|det| Determiner | +|dir| Direction | +|dob| Direct object | +|iob| Indirect object | +|loc| Location | +|mnr| Manner | +|nmod| Noun modifier | +|pmod| Prepositional modifier | +|pob| Object of a preposition | +|prd| Predicate | +|prp| Purpose | +|punct| Punctuation | +|root| Root | +|sub| Subject | +|tmp|Temporal| +|vmod| Verb modifier |