Conditional Random Fields for Metaphor Detection

Анна Владимировна Мосолова; Иван  Бондаренко; Вадим Вячеславович Фомин

doi:10.18653/v1/W18-0915

Conditional Random Fields for Metaphor Detection

Анна Владимировна Мосолова, Иван Бондаренко, Вадим Вячеславович Фомин

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Abstract

We present an algorithm for detecting metaphor in sentences which was used in Shared Task on Metaphor Detection by First Workshop on Figurative Language Processing. The algorithm is based on different features and Conditional Random Fields.

Translated title of the contribution	Условные случайные поля для распознавания метафоры в тексте
Original language	English
Title of host publication	Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics
Subtitle of host publication	Human Language Technologies, NAACL-HTL 2018
Editors	Beata Beigman Klebanov, Ekaterina Shutova, Patricia Lichtenstein, Smaranda Muresan, Chee Wee Leong
Place of Publication	New Orleans, Louisiana
Publisher	Association for Computational Linguistics
Pages	121-123
Number of pages	3
ISBN (Electronic)	9781948087155
DOIs	https://doi.org/10.18653/v1/W18-0915
Publication status	Published - Oct 2018

Publication series

Name	Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018

OECD FOS+WOS

1.02 COMPUTER AND INFORMATION SCIENCES
6.02 LANGUAGES AND LITERATURE

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Мосолова, А. В., Бондаренко, И., & Фомин, В. В. (2018). Conditional Random Fields for Metaphor Detection. In B. B. Klebanov, E. Shutova, P. Lichtenstein, S. Muresan, & C. W. Leong (Eds.), Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018 (pp. 121-123). (Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018). Association for Computational Linguistics. https://doi.org/10.18653/v1/W18-0915

Мосолова, Анна Владимировна ; Бондаренко, Иван ; Фомин, Вадим Вячеславович. / Conditional Random Fields for Metaphor Detection. Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018. editor / Beata Beigman Klebanov ; Ekaterina Shutova ; Patricia Lichtenstein ; Smaranda Muresan ; Chee Wee Leong. New Orleans, Louisiana : Association for Computational Linguistics, 2018. pp. 121-123 (Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018).

@inproceedings{9e9c4b9bfc9044559da72edbcc23e650,

title = "Conditional Random Fields for Metaphor Detection",

abstract = "We present an algorithm for detecting metaphor in sentences which was used in Shared Task on Metaphor Detection by First Workshop on Figurative Language Processing. The algorithm is based on different features and Conditional Random Fields.",

author = "Мосолова, {Анна Владимировна} and Иван Бондаренко and Фомин, {Вадим Вячеславович}",

note = "Publisher Copyright: {\textcopyright} 2018 Association for Computational Linguistics",

year = "2018",

month = oct,

doi = "10.18653/v1/W18-0915",

language = "English",

series = "Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018",

publisher = "Association for Computational Linguistics",

pages = "121--123",

editor = "Klebanov, {Beata Beigman} and Ekaterina Shutova and Patricia Lichtenstein and Smaranda Muresan and Leong, {Chee Wee}",

booktitle = "Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics",

}

Мосолова, АВ, Бондаренко, И & Фомин, ВВ 2018, Conditional Random Fields for Metaphor Detection. in BB Klebanov, E Shutova, P Lichtenstein, S Muresan & CW Leong (eds), Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018. Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018, Association for Computational Linguistics, New Orleans, Louisiana, pp. 121-123. https://doi.org/10.18653/v1/W18-0915

Conditional Random Fields for Metaphor Detection. / Мосолова, Анна Владимировна; Бондаренко, Иван ; Фомин, Вадим Вячеславович.

Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018. ed. / Beata Beigman Klebanov; Ekaterina Shutova; Patricia Lichtenstein; Smaranda Muresan; Chee Wee Leong. New Orleans, Louisiana : Association for Computational Linguistics, 2018. p. 121-123 (Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

TY - GEN

T1 - Conditional Random Fields for Metaphor Detection

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AU - Бондаренко, Иван

AU - Фомин, Вадим Вячеславович

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AB - We present an algorithm for detecting metaphor in sentences which was used in Shared Task on Metaphor Detection by First Workshop on Figurative Language Processing. The algorithm is based on different features and Conditional Random Fields.

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M3 - Conference contribution

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BT - Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics

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A2 - Shutova, Ekaterina

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CY - New Orleans, Louisiana

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Мосолова АВ, Бондаренко И, Фомин ВВ. Conditional Random Fields for Metaphor Detection. In Klebanov BB, Shutova E, Lichtenstein P, Muresan S, Leong CW, editors, Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018. New Orleans, Louisiana: Association for Computational Linguistics. 2018. p. 121-123. (Proceedings of the Workshop on Figurative Language Processing, Fig-Lang 2018 at the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HTL 2018). https://doi.org/10.18653/v1/W18-0915

Conditional Random Fields for Metaphor Detection

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