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An Experimental Study of Hybrid Machine Learning Models for Extracting Named Entities
P. 50-60.
Lei J., Bolshakova E. I.
The paper describes two hybrid neural network models for named entity recognition (NER) in texts, namely Bi-LSTM-CRF and Gated-CNN-CRF, as well as results of experiments with them.
In book
Wohlgenannt G., von Waldenfels R., Toldova S., Rakhilina E. V., Lyashevskaya O., Loukachevitch N. V., Artemova E. Issue 4. , Manchester : EasyChair, 2019
Vinogradova O. I., Lyashevskaya O., Irina Panteleeva, , in : Computational Linguistics and Intellectual Technologies. International Conference "Dialogue 2017" Proceedings. Vol. 1. Issue 16 (23).: M. : -, 2017. P. 373-386.
The paper presents the results of using some computer tools and applications for the purposes of the automated and semi-automated syntactical, lexica, and error analysis of student essays in a learner corpus. The texts in the corpus were written in English by Russian learners of English. The experiment in the research consisted in comparing the ...
Added: May 30, 2017
Semantic Proximity Establishment in the Tasks of Knowledge Extraction and Named Entities Recognition
Kozerenko E. B., Kuznetsov K. I., Morozova Y. I. et al., , in : PROCEEDINGS OFTHE 2017 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE. : American Council on Science & Education, 2017. P. 339-344.
The paper deals with the problem of establishing text segments containing the similar semantic units for the tasks of analytical text processing within the semantic technology platform. The methods and instruments presented in the paper provide the discovery of relevant content based on users' focused interests within a certain domain. The hybrid approach comprising linguistic ...
Added: February 23, 2018
[б.и.], 2016
Added: December 1, 2016
Lopukhina A., Лопухин К. А., , in : The 26th International Conference on Computational Linguistics (COLING 2016). : [б.и.], 2016. P. 19-23.
Regular polysemy was extensively investigated in lexical semantics, but this phenomenon has been very little studied in distributional semantics. We propose a model for regular polysemy detection that is based on sense vectors and allows to work directly with senses in semantic vector space. Our method is able to detect polysemous words that have the ...
Added: December 1, 2016
Sofia : Springer, 2013
Welcome to the 2013 Conference of the Association for Computational Linguistics! Our community continues to grow, and this year’s conference has set a new record for paper submissions. We received 1286 submissions, which is 12% more than the previous record; we are particularly pleased to see a striking increase in the number of short papers ...
Added: October 1, 2014
Springer, 2019
Speech and Computer ...
Added: October 28, 2019
Vinogradova O. I., Viklova A., Smilga V., , in : Emerging Writing Research from the Russian Federation. : WAC Clearinghouse, University Press, Colorado, 2021. Ch. 9. P. 211-233.
Added: February 4, 2020
М. : Издательский центр «Российский государственный гуманитарный университет», 2019
The book includes 64 papers submitted to the International conference in computer linguistics and intellectual technologies Dialogue 2019 and presents a broad spectrum of theoretical and applied research of natural language description, language simulation, and creation of applied computer technologies. ...
Added: October 16, 2019
М. : Изд-во РГГУ, 2020
Papers from the Annual International Conference “Dialogue” (2020). Issue 19 ...
Added: June 26, 2020
Springer, 2018
This two volume set (CCIS 858 and CCIS 859) constitutes the refereed proceedings of the Third International Conference on Digital Transformation and Global Society, DTGS 2018, held in St. Petersburg, Russia, in May/June 2018.
The 75 revised full papers and the one short paper presented in the two volumes were carefully reviewed and selected from 222 submissions. ...
Added: November 15, 2018
M. : Russian State University for the Humanitie, 2015
Added: April 28, 2015
Berlin, Heidelberg : Springer, 2013
This book brings together, for the first time in one collection, the best English-language problems created for students competing in the Computational Linguistics Olympiad. The Linguistics Olympiad is designed to develop metalinguistic reasoning that is useful for any career involving human language and also to foster analytical problem-solving skills that are relevant for many technical and ...
Added: April 19, 2013
Springer, 2022
The 18th International Symposium on Distributed Computing and Artificial Intelligence 2021 (DCAI 2021) is a major forum for the presentation of the development and applications of innovative techniques in closely related areas. The exchange of ideas between scientists and technicians from both academic and business areas is essential to facilitate the development of systems that ...
Added: September 17, 2021
Bolshakova E. I., Sapin A., , in : Proceedings of the 8th Conference on Artificial Intelligence and Natural Language, AINL 2019. CCIS. Vol. 1119.: Springer, 2019. P. 151-160.
The paper addresses the task of automatic morpheme segmentation involving both splitting words into morphs and classification of resulted morphs. For segmentation of Russian words, a new model based on Bi-LSTM neural network is proposed and experimentally evaluated on several training data sets differing in labeling. The proposed model has comparable quality with the best ...
Added: November 3, 2019
Springer, 2019
Added: November 3, 2019
M. : ., 2020
Дополнительный том включает доклады Международной конференции по компьютерной лингвистике и интеллектуальным технологиям «Диалог 2020», не вошедших в основной сборник. Доклады представляют широкий спектр теоретических и прикладных исследований в области описания естественного языка, моделирования языковых процессов, создания практически применимых компьютерных лингвистических технологий.
Для специалистов в области теоретической и прикладной лингвистики и интеллектуальных технологий. ...
Added: July 3, 2020
Bonch-Osmolovskaya A. A., Вопросы языкознания 2016 № 2 С. 100-120
Статья посвящена обзору работ последних лет, в которых теоретическая исследовательская задача решается с помощью методов или инструментов, используемых в компьютерной лингвистике. В обзоре проводится подробный анализ того, как именно с помощью применения того или иного инструмента или метода можно получить новые знания о природе языка. В частности, выделяются два основных направления, развитие которых в рамках ...
Added: April 14, 2015
Artemenko E., Резанова З. И., Темникова И. Г. et al., Компьютерная лингвистика и интеллектуальные технологии 2019 Vol. Suppl No. 18 P. 200-210
The paper presents Russian-Turkic Bilingual Corpus (RuTuBiC) design, its basic identifying features: the aim of producing a corpus, the types of texts it contains, metatextual markup and error annotation principles, technological (IT, digital) concepts. The current state and development trends of the
corpus are discussed. The corpus started as an integral part of a research project ...
Added: May 4, 2022
Stroudsburg, PA : Association for Computational Linguistics, 2019
Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications ...
Added: October 5, 2020
Tikhonov A., Yamshchikov I. P., / Cornell University. Series Computer Science "arxiv.org". 2021.
Chekhov's gun is a dramatic principle stating that every element in a story must be necessary, and irrelevant elements should be removed. This paper presents a new natural language processing task — Chekhov's gun recognition or (CGR) — recognition of entities that are pivotal for the development of the plot. Though similar to classical Named Entity Recognition ...
Added: December 3, 2021
Springer, 2024
Presents select papers from the International Conference on Internet and Modern Society (IMS 2022)
Examines Smart Cities, Digital Sustainability, Digital Divides, and Social Media Movements
Discusses cutting edge work on Digital Urbanism and Cyber Psychology ...
Added: December 10, 2022
Springer, 2022
“Data Analytics and Management in Data Intensive Domains” conference (DAMDID) is planned as a multidisciplinary forum of researchers and practitioners from various domains of science and research promoting cooperation and exchange of ideas in the area of data analysis and management in data intensive domains. Approaches to data analysis and management being developed in specific data intensive domains of X-informatics (such as X = astro, bio, chemo, geo, medicine, neuro, physics, ...
Added: August 30, 2021
Zaytsev D., Talovsky N., Kuskova V. et al., , in : Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Lecture Notes in Computer Science, Revised Selected Papers. Vol. 11832.: Cham : Springer, 2019. P. 276-288.
This is an application of an advanced entity recognition algorithm to a large dataset. ...
Added: November 7, 2019
Vinogradova O. I., , in : Компьютерная лингвистика и интеллектуальные технологии: По материалам ежегодной международной конференции «Диалог» (Москва,1–4 июля 2016 г.). Вып. 15.: М. : Изд-во РГГУ, 2016. P. 830-840.
The paper presents the rationale for the decisions that were taken in the set-up and further development of a learner corpus of student texts written in English by Russian learners of English, the only Russian learner corpus in the open access. The tool of manual expert annotation is in the focus of the present observations, ...
Added: May 18, 2016