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SemCor and Masc documents

Contains SemCor and Masc documents annotated with NOAD word senses for evaluating word‑sense disambiguation systems. Data are in XML format with detailed part‑of‑speech tags and segmentation information.

Updated 1/5/2024
github

Description

word_sense_disambiguation_corpora

Dataset Overview

Contents

  • SemCor and Masc documents, annotated with NOAD (New Oxford American Dictionary) word senses.

File Format

  • XML format, following the simple-wsd-doc.dtd DTD.

Part‑of‑Speech Tags

  • Punctuation: .
  • Adjective: ADJ
  • Adposition: ADP
  • Adverb: ADV
  • Conjunction: CONJ
  • Determiner: DET
  • Noun: NOUN
  • Numeral: NUM
  • Pronoun: PRON
  • Particle: PRT
  • Verb: VERB
  • Other: X

Tokenization Levels

  • No segmentation: NO_BREAK
  • Space segmentation: SPACE_BREAK
  • Line segmentation: LINE_BREAK
  • Sentence segmentation: SENTENCE_BREAK

Sense Mapping

  • manual_map.txt: manually created sense mapping.
  • algorithmic_map.txt: algorithmically generated sense mapping.

Mapping format: NOAD_word_sense\tWordNet_word_senses (comma‑separated)

Data Accuracy

  • Data were annotated via a crowdsourcing platform and are not guaranteed to be 100 % accurate.

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Topics

Word Sense Disambiguation
Natural Language Processing

Source

Organization: github

Created: 12/1/2016

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