Live Demo
Linguistics
Dep Tree
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└────────► Token ──────────────── In 2021 , HanLPv2.1 delivers state-of-the-art multilingual NLP techniques to production environments .
Relation ──────── case obl punct nsubj root amod amod compound obj case compound obl punct
Lemma ──────────────── in 2021 , HANlpv2.1 deliver state-of-the-art multilingual NLP technique to production environment .
PoS ───── ADP NUM PUNCT PROPN VERB ADJ ADJ PROPN NOUN ADP NOUN NOUN PUNCT
Tok ──────────────── In 2021 , HanLPv2.1 delivers state-of-the-art multilingual NLP techniques to production environments .
NER Type
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───►DATE
───►WORK_OF_ART
Tok ──────────────── In 2021 , HanLPv2.1 delivers state-of-the-art multilingual NLP techniques to production environments .
SRL PA1
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◄─┐
◄─┴►ARGM-TMP
───►ARG0
╟──►PRED
◄─┐
├►ARG2
◄─┘
Tok ──────────────── In 2021 , HanLPv2.1 delivers state-of-the-art multilingual NLP techniques to production environments .
PoS 3 4 5 6 ────────────────────────────────── ADP ───────────┐ NUM ────►NP ───┴────────►PP ───┐ PUNCT──────────────────────────┤ PROPN───────────────────►NP────┤ VERB ──────────────────┐ │ ADJ ───┐ │ │ ADJ │ │ │ PROPN ├────────►NP────┼►VP────┼►S NOUN ──┘ │ │ ADP ───────────┐ │ │ NOUN ──┐ ├►PP ───┘ │ NOUN ──┴►NP ───┘ │ PUNCT──────────────────────────┘
Lexical
In 2021 , HanLPv2.1 delivers state-of-the-art multilingual NLP techniques to production environments .
T1 ADP 0 2 In
#1 AnnotatorNotes T1 adposition
T2 NUM 3 7 2021
#2 AnnotatorNotes T2 numeral
T3 PUNCT 8 9 ,
#3 AnnotatorNotes T3 punctuation
T4 PROPN 10 19 HanLPv2.1
#4 AnnotatorNotes T4 proper noun
T5 VERB 20 28 delivers
#5 AnnotatorNotes T5 verb
T6 ADJ 29 45 state-of-the-art
#6 AnnotatorNotes T6 adjective
T7 ADJ 46 58 multilingual
#7 AnnotatorNotes T7 adjective
T8 PROPN 59 62 NLP
#8 AnnotatorNotes T8 proper noun
T9 NOUN 63 73 techniques
#9 AnnotatorNotes T9 noun
T10 ADP 74 76 to
#10 AnnotatorNotes T10 adposition
T11 NOUN 77 87 production
#11 AnnotatorNotes T11 noun
T12 NOUN 88 100 environments
#12 AnnotatorNotes T12 noun
T13 PUNCT 101 102 .
#13 AnnotatorNotes T13 punctuation
T14 DATE 3 7 2021
T15 WORK_OF_ART 10 19 HanLPv2.1
Syntactics
1 In In ADP ADP _ 2 case _ _
2 2021 2021 NUM NUM _ 5 obl _ _
3 , , PUNCT PUNCT _ 2 punct _ _
4 HanLPv2.1 HanLPv2.1 PROPN PROPN _ 5 nsubj _ _
5 delivers delivers VERB VERB _ 0 root _ _
6 state-of-the-art state-of-the-art ADJ ADJ _ 9 amod _ _
7 multilingual multilingual ADJ ADJ _ 9 amod _ _
8 NLP NLP PROPN PROPN _ 9 compound _ _
9 techniques techniques NOUN NOUN _ 5 obj _ _
10 to to ADP ADP _ 12 case _ _
11 production production NOUN NOUN _ 12 compound _ _
12 environments environments NOUN NOUN _ 5 obl _ _
13 . . PUNCT PUNCT _ 5 punct _ _
Semantics
Introduction
The multilingual NLP library for researchers and companies, built on PyTorch and TensorFlow 2.x, for advancing state-of-the-art deep learning techniques in both academia and industry. HanLP was designed from day one to be efficient, user friendly and extendable.
Thanks to open-access corpora like Universal Dependencies and OntoNotes, HanLP 2.1 now offers 10 joint tasks on 104 languages: tokenization, lemmatization, part-of-speech tagging, token feature extraction, dependency parsing, constituency parsing, semantic role labeling, semantic dependency parsing, abstract meaning representation (AMR) parsing. See also GitHub。
