NSChunker
NSChunker is an open-source high quality POS-tagger, chunker, term extractor.
Example:
Tokens | Chunks | Extracts |
Zimbabwe 's players seem to be keeping their cool ahead of their first group match . | ||
Zimbabwe (PROPN) 's (POS) players (NOUN) seem (VERB) to (PART) be (AUX) keeping (VBG) their (PRON) cool (ADJ) ahead (ADV) of (ADP) their (PRON) first (ADJ) group (NOUN) match (NOUN) . (PUNCT) | Zimbabwe 's players (NOUN) seem to be (VERB) keeping (VBG) their (PRON) cool ahead (ADJ) of (ADP) their (PRON) first group match (NOUN) . (PUNCT) | Zimbabwe (~PROPN) players (~NOUN) first group match (~NOUN) |
And they can afford to be confident , after an impressive performance in the qualifiers . | ||
And (CONJ) they (PRON) can (AUX) afford (VB) to (PART) be (AUX) confident (ADJ) , (PUNCT) after (ADP) an (DET) impressive (ADJ) performance (NOUN) in (ADP) the (DET) qualifiers (NOUN) . (PUNCT) | And (CONJ) they (PRON) can afford to be (VERB) confident (ADJ) , (PUNCT) after (ADP) an impressive performance in the qualifiers (NOUN) . (PUNCT) | impressive performance in the qualifiers (~NOUN) |
They topped their group , beating the Democratic Republic of Congo , who they 'll soon face off against once again . | ||
They (PRON) topped (VERB) their (PRON) group (NOUN) , (PUNCT) beating (VBG) the (DET) Democratic (PROPN) Republic (PROPN) of (PROPN) Congo (PROPN) , (PUNCT) who (PRON) they (PRON) 'll (AUX) soon (ADV) face (VB_VERB) off (PART_ADP) against (ADP) once (ADV) again (ADV) . (PUNCT) | They (PRON) topped (VERB) their (PRON) group (NOUN) , (PUNCT) beating the Democratic Republic of Congo (NOUN) , (PUNCT) who (PRON) they (PRON) 'll (AUX) soon (ADV) face (VB_VERB) off (PART_ADP) against once again (ADV) . (PUNCT) | group (~NOUN) Democratic Republic of Congo (~PROPN) |