Penn Treebank Tag-set

A Penn Treebank Tag-set is a set of part-of-speech tags used in the Penn Treebank Project's.

• AKA: Penn Treebank Format.
• Example(s):
  • NP: noun phrase.
  • NN: Singular Common Noun.
  • NNS: Plural Common Noun.
  • NNP: Singular Proper Noun.
  • NNPS: Plural Proper Noun.
  • …
• Counter-Example(s):
  • a Reading Comprehension Dataset such as:
    • a BookTest Dataset,
    • a Children's Book Test (CBT) Dataset,
  • a question-answer dataset such as:
    • a CoQA Dataset,
    • a NarrativeQA Dataset,
  • a Time Series Dataset.
• See: Tag, Part-of-Speech Tagging System, Natural Language Processing System, Training Dataset, Text Dataset.

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References

2019a

• (Shanker, 2019) ⇒ Vijay K. Shanker (2019)."Penn Treebank POS Tag Set" Retrieved 2019-05-30.
  • QUOTE: The Penn treebank POS tag set has 36 POS tags plus 12 others for punctuations and special symbols. These are listed below. For more details, refer to paper by Marcus, Marcinkiewicz and Santorini that appeared in Computational Linguistics, June 1993 issue 19(2), pages 313-330. (http://acl.ldc.upenn.edu/J/J93/J93- 2004.pdf )

    Many examples below were taken from http://www.comp.leeds.ac.uk/amalgam/tagsets/upenn.htm

2019b

• (Marcus et al., 2019) ⇒ Mitchell P. Marcus, Beatrice Santorini, Mary Ann Marcinkiewicz (2019). "Building a large annotated corpus of English: the Penn Treebank" Retrieved 2019-05-30.
  • QUOTE: The Penn Treebank tagset is given in Table 2. It contains 36 POS tags and 12 other tags (for punctuation and currency symbols). A detailed description of the guidelines governing the use of the tagset is available in Satorini 1990.

Table 2: 
The Penn Treebank POS tagset 

1. CC  Coordinating conjunction  25.TO  to 
2. CD  Cardinal number       26.UH  Interjection 
3. DT  Determiner            27.VB  Verb, base form 
4. EX  Existential there  	 28.VBD Verb, past tense 
5. FW  Foreign word              29.VBG Verb, gerund/present participle 
6. IN  Preposition/subord.  	 30.VBN Verb, past participle 
218z     conjunction 
7. JJ  Adjective                 31.VBP Verb, non-3rd ps. sing. present 
8. JJR Adjective, comparative    32.VBZ Verb, 3rd ps. sing. present 
9. JJS Adjective, superlative    33.WDT wh-determiner 
10.LS  List item marker      34.WP  wh-pronoun 
11.MD  Modal                     35.WP  Possessive wh-pronoun 
12.NN  Noun, singular or mass    36.WRB wh-adverb 
13.NNS Noun, plural              37. #  Pound sign 
14.NNP Proper noun, singular     38. $  Dollar sign 
15.NNPS Proper noun, plural      39. .  Sentence-final punctuation 
16.PDT Predeterminer         40. ,  Comma 
17.POS Possessive ending         41. :  Colon, semi-colon 
18.PRP Personal pronoun          42. (Left bracket character 
19.PP  Possessive pronoun        43. )  Right bracket character 
20.RB  Adverb                    44. "  Straight double quote 
21.RBR Adverb, comparative       45. `  Left open single quote 
22.RBS Adverb, superlative       46. "  Left open double quote 
23.RP  Particle                  47. '  Right close single quote 
24.SYM Symbol 			 48. "  Right close double quote
       (mathematical or scientific) 
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2003

• (Upenn, 2003) ⇒ https://www.ling.upenn.edu/courses/Fall_2003/ling001/penn_treebank_pos.html
  • QUOTE: Alphabetical list of part-of-speech tags used in the Penn Treebank Project:

Number	Tag	Description
1.	CC	Coordinating conjunction
2.	CD	Cardinal number
3.	DT	Determiner
4.	EX	Existential there
5.	FW	Foreign word
6.	IN	Preposition or subordinating conjunction
7.	JJ	Adjective
8.	JJR	Adjective, comparative
9.	JJS	Adjective, superlative
10.	LS	List item marker
11.	MD	Modal
12.	NN	Noun, singular or mass
13.	NNS	Noun, plural
14.	NNP	Proper noun, singular
(...)	(...)	(...)

1990

• (Santorini, 1990) ⇒ Beatrice Santorini. (1990). “https://rhetory.com/corpustool/PennTreebankTags.pdf Part-of-speech Tagging Guidelines for the Penn Treebank Project]." Technical report MS-CIS-90-47, Department of Computer and Information Science, University of Pennsylvania.
  • QUOTE: This manual addresses the linguistic issues that arise in connection with annotating texts by part of speech ("tagging"). Section 2 is an alphabetical list of the parts of speech encoded in the annotation system of the Penn Treebank Project, along with their corresponding abbreviations ("tags") and some information concerning their definition.

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