CoCoCo: Collocations, Colligations, and Corpora

Kormacheva, D., Pivovarova, L. Kopotev, M. (2017) 'Evaluation of collocation extraction methods for the Russian language'. Quantitative approaches to the Russian language. Routledge, 2018. (Buy)
Andrey Kutuzov, Elizaveta Kuzmenko and Lidia Pivovarova (2017) 'Clustering of Russian Adjective-Noun Constructions using Word Embeddings'. BSNLP-2017. ( PDF, BIB)
Supplementary materials for the paper
ADJ+NOUN bigrams collected from Russian National Corpus and clustered according to their semantic similarity: download.
Embeddings: RNC-2, RNC-10, RNCW-2, RNCW-10.
Code: affinity propagation, community detection.
Preprocessed dictionary: L. Iordanskaia, S. Paperno et al. 'A Russian-English collocational dictionary of the human body'. Slavica Pub, 1996. ( TSV)
Kormacheva, D., Pivovarova, L. Kopotev, M. (2016) 'Constructional generalization over Russian collocations'. Collocations Cross-Linguistically. Corpora, Dictionaries and Language Teaching [Mémoires de la Société Néophilologique de Helsinki], ed. Begoña Sanromán Vilas. Helsinki, 2016, pp. 121-140. ( PDF)
Kopotev, M. Escoter, L., Kormacheva, D., Pierce, M., Pivovarova, L., & Yangarber, R. (2015) 'CoCoCo: Online Extraction of Russian Multiword Expressions'. The 5th Workshop on Balto-Slavic Natural Language Processing (10–11 September 2015, Hissar, Bulgaria). Sofia: INCOMA Ltd, 2015. pp. 43-45. ( PDF)
Kormacheva, Daria, Lidia Pivovarova, and Mikhail Kopotev (2014) 'Automatic Collocations Extraction and Classification of Automaticallt Obtained Bigramms'. Workshop on Computational, Cognitive, and Linguistic Approaches to the Analysis of Complex Words and Collocations, Tübingen, 2014, pp. 27-33. ( PDF)
Kopotev, Mikhail, Lidia Pivovarova, Natalia Kochetkova, and Roman Yangarber (2013) 'Automatic Detection of Stable Grammatical Features in n-gramms'. Papers from the 9th Workshop on Multiword Expressions at NAACL 2013, Atlanta, 2013, pp. 73-81. ( PDF)

Kormacheva, D., Pivovarova, L. Kopotev, M. (2017) 'Evaluation of collocation extraction methods for the Russian language'. Quantitative approaches to the Russian language. Routledge, 2018. (Купить)
Andrey Kutuzov, Elizaveta Kuzmenko and Lidia Pivovarova (2017) 'Clustering of Russian Adjective-Noun Constructions using Word Embeddings'. BSNLP-2017. ( PDF, BIB)
Дополнительные материалы к статье
Биграммы ADJ+NOUN из коллекции НКРЯ, кластеризованные соответственно их семантической близости: скачать.
Созданные векторы: RNC-2, RNC-10, RNCW-2, RNCW-10.
Код: affinity propagation, community detection.
Машиночитаемый словарь: L. Iordanskaia, S. Paperno et al. 'A Russian-English collocational dictionary of the human body'. Slavica Pub, 1996. ( TSV)
Kormacheva, D., Pivovarova, L. Kopotev, M. (2016) 'Constructional generalization over Russian collocations'. Collocations Cross-Linguistically. Corpora, Dictionaries and Language Teaching [Mémoires de la Société Néophilologique de Helsinki], ed. Begoña Sanromán Vilas. Helsinki, 2016, pp. 121-140. ( PDF)
Kopotev, M. Escoter, L., Kormacheva, D., Pierce, M., Pivovarova, L., & Yangarber, R. (2015) 'CoCoCo: Online Extraction of Russian Multiword Expressions'. The 5th Workshop on Balto-Slavic Natural Language Processing (10–11 September 2015, Hissar, Bulgaria). Sofia: INCOMA Ltd, 2015. pp. 43-45. ( PDF)
Kormacheva, Daria, Lidia Pivovarova, and Mikhail Kopotev (2014) 'Automatic Collocations Extraction and Classification of Automaticallt Obtained Bigramms'. Workshop on Computational, Cognitive, and Linguistic Approaches to the Analysis of Complex Words and Collocations, Tübingen, 2014, pp. 27-33. ( PDF)
Kopotev, Mikhail, Lidia Pivovarova, Natalia Kochetkova, and Roman Yangarber (2013) 'Automatic Detection of Stable Grammatical Features in n-gramms'. Papers from the 9th Workshop on Multiword Expressions at NAACL 2013, Atlanta, 2013, pp. 73-81. ( PDF)