Miller-Charles (MC-28) Dataset
Jump to navigation
Jump to search
A Miller-Charles (MC-28) Dataset is a Semantic Word Similarity Dataset that is 28 word pairs of the MC-30 Dataset.
- AKA: MC-28 Dataset.
- Context:
- It was first introduced by Resnik, 1995.
- Example(s):
- Counter-Example(s):
- See: Training Dataset, Semantic Word Similarity Measure, Semantic Word Similarity System, SemEval-2017 Task 2, Reading Comprehension Dataset, Question-Answer Dataset.
References
2019
- (ACL, 2020) ⇒ https://aclweb.org/aclwiki/MC-28_Test_Collection_(State_of_the_art) Last updated: 15 September 2019.
- QUOTE: state of the art in Miller & Charles 28 (MC-28) dataset (Resnik, 1995);
- 28 word pairs of the original Miller & Charles 30 (MC-30) dataset (Miller and Charles, 1991), which is a subset of the Rubenstein & Goodenough (RG-65) dataset; two word pairs have generally been omitted for semantic similarity evaluation, as words in these word pairs have not been included in previous versions of WordNet;
- Similarity of each pair is scored according to a scale from 0 to 4 (the higher the "similarity of meaning," the higher the number);
- The similarity values in the dataset are the means of judgments made by 38 subjects (Miller and Charles, 1991).
- QUOTE: state of the art in Miller & Charles 28 (MC-28) dataset (Resnik, 1995);
2017
- (Camacho-Collados et al., 2017) ⇒ Jose Camacho-Collados, Mohammad Taher Pilehvar, Nigel Collier, and Roberto Navigli. (2017). “SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity.” In: Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval@ACL 2017).
1995
- (Resnik, 1995) Philip Resnik (1995) ⇒ "Using Information Content to Evaluate Semantic Similarity in a Taxonomy". In: Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI 95).
1991
- (Miller & Charles, 1991) ⇒ George A. Miller, and Walter G. Charles (1991). "Contextual Correlates of Semantic Similarity". In: Language and cognitive processes, 6(1), 1-28.
1965
- (Rubenstein & Goodenough, 1965) ⇒ Herbert Rubenstein, and John B. Goodenough (1965). "Contextual Correlates of Synonymy". In: Communications of the ACM (CACM) 8 (10).