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Aibek Makazhanov
Researcher at Nazarbayev University
Publications - 34
Citations - 636
Aibek Makazhanov is an academic researcher from Nazarbayev University. The author has contributed to research in topics: Dependency (UML) & Treebank. The author has an hindex of 12, co-authored 34 publications receiving 505 citations. Previous affiliations of Aibek Makazhanov include University of Alberta.
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Predicting political preference of Twitter users
TL;DR: This work builds prediction models based on a variety of contextual and behavioral features, training the models by resorting to a distant supervision approach and considering party candidates to have a predefined preference towards their respective parties, and uses the model to analyze the preference changes over the course of the election campaign.
Proceedings ArticleDOI
Predicting political preference of Twitter users
Aibek Makazhanov,Davood Rafiei +1 more
TL;DR: This work builds prediction models based on a variety of contextual and behavioural features, training the models by resorting to a distant supervision approach and considering party candidates to have a predefined preference towards their parties, and uses the model to analyze the preference changes over the course of the election campaign.
Universal Dependencies 2.2
Joakim Nivre,Mitchell Abrams,Željko Agić,Lars Ahrenberg,Lene Antonsen,Maria Jesus Aranzabe,Gashaw Arutie,Masayuki Asahara,Luma Ateyah,Mohammed Attia,Aitziber Atutxa,Liesbeth Augustinus,Elena Badmaeva,Miguel Ballesteros,Esha Banerjee,Sebastian Bank,Verginica Barbu Mititelu,John Bauer,Sandra Bellato,Kepa Bengoetxea,Riyaz Ahmad Bhat,Erica Biagetti,Eckhard Bick,Rogier Blokland,Victoria Bobicev,Carl Börstell,Cristina Bosco,Gosse Bouma,Samuel R. Bowman,Adriane Boyd,Aljoscha Burchardt,Marie Candito,Bernard Caron,Gauthier Caron,Gülşen Eryiğit,Giuseppe G. A. Celano,Savas Cetin,Fabricio Chalub,Jinho Choi,Yongseok Cho,Jayeol Chun,Silvie Cinková,Aurélie Collomb,Çağrı Çöltekin,Miriam Connor,Marine Courtin,Elizabeth Davidson,Marie-Catherine de Marneffe,Valeria de Paiva,Arantza Diaz de Ilarraza,Carly Dickerson,Peter Dirix,Kaja Dobrovoljc,Timothy Dozat,Kira Droganova,Puneet Dwivedi,Marhaba Eli,Ali Elkahky,Binyam Ephrem,Tomaž Erjavec,Aline Etienne,Richárd Farkas,Hector Fernandez Alcalde,Jennifer Foster,Cláudia Freitas,Katarína Gajdošová,Daniel Galbraith,Marcos Garcia,Moa Gärdenfors,Kim Gerdes,Filip Ginter,Iakes Goenaga,Koldo Gojenola,Memduh Gökırmak,Yoav Goldberg,Xavier Gómez Guinovart,Berta Gonzáles Saavedra,Matias Grioni,Normunds Grūzītis,Bruno Guillaume,Céline Guillot-Barbance,Nizar Habash,Jan Hajič,Linh Hà Mỹ,Na-Rae Han,Kim Harris,Dag Haug,Barbora Hladká,Jaroslava Hlaváčová,Florinel Hociung,Petter Hohle,Jena Hwang,Radu Ion,Elena Irimia,Tomáš Jelínek,Anders Johannsen,Fredrik Jørgensen,Hüner Kaşıkara,Sylvain Kahane,Hiroshi Kanayama,Jenna Kanerva,Tolga Kayadelen,Václava Kettnerová,Jesse Kirchner,Natalia Kotsyba,Simon Krek,Sookyoung Kwak,Veronika Laippala,Lorenzo Lambertino,Tatiana Lando,Septina Dian Larasati,Alexei Lavrentiev,John Aldo Lee,Phương Lê Hồng,Alessandro Lenci,Saran Lertpradit,Herman Leung,Cheuk Ying Li,Josie Li,Keying Li,KyungTae Lim,Nikola Ljubešić,Olga Loginova,Olga Lyashevskaya,Teresa Lynn,Vivien Macketanz,Aibek Makazhanov,Michael Mandl,Christopher D. Manning,Ruli Manurung,Cătălina Mărănduc,David Mareček,Katrin Marheinecke,Héctor Martínez Alonso,André Martins,Jan Mašek,Yuji Matsumoto,Ryan McDonald,Gustavo Mendonça,Niko Miekka,Anna Missilä,Cătălin Mititelu,Yusuke Miyao,Simonetta Montemagni,Amir More,Laura Moreno Romero,Shinsuke Mori,Bjartur Mortensen,Bohdan Moskalevskyi,Kadri Muischnek,Yugo Murawaki,Kaili Müürisep,Pinkey Nainwani,Juan Ignacio Navarro Horñiacek,Anna Nedoluzhko,Gunta Nešpore-Bērzkalne,Lương Nguyễn Thị,Huyền Nguyễn Thị Minh,Vitaly Nikolaev,Rattima Nitisaroj,Hanna Nurmi,Stina Ojala,Adédayọ̀ Olúòkun,Mai Omura,Petya Osenova,Robert Östling,Lilja Øvrelid,Niko Partanen,Elena Pascual,Marco Passarotti,Agnieszka Patejuk,Siyao Peng,Cenel-Augusto Perez,Guy Perrier,Slav Petrov,Jussi Piitulainen,Emily Pitler,Barbara Plank,Thierry Poibeau,Martin Popel,Lauma Pretkalniņa,Sophie Prévost,Prokopis Prokopidis,Adam Przepiórkowski,Tiina Puolakainen,Sampo Pyysalo,Andriela Rääbis,Alexandre Rademaker,Loganathan Ramasamy,Taraka Rama,Carlos Ramisch,Vinit Ravishankar,Livy Real,Siva Reddy,Georg Rehm,Michael Rießler,Larissa Rinaldi,Laura Rituma,Luisa Rocha,Mykhailo Romanenko,Rudolf Rosa,Davide Rovati,Valentin Roșca,Olga Rudina,Shoval Sadde,Shadi Saleh,Tanja Samardžić,Stephanie Samson,Manuela Sanguinetti,Baiba Saulīte,Yanin Sawanakunanon,Nathan Schneider,Sebastian Schuster,Djamé Seddah,Wolfgang Seeker,Mojgan Seraji,Mo Shen,Atsuko Shimada,Muh Shohibussirri,Dmitry Sichinava,Natalia Silveira,Maria Simi,Radu Simionescu,Katalin Simkó,Mária Šimková,Kiril Simov,Aaron Smith,Isabela Soares-Bastos,Antonio Stella,Milan Straka,Jana Strnadová,Alane Suhr,Umut Sulubacak,Zsolt Szántó,Dima Taji,Yuta Takahashi,Takaaki Tanaka,Isabelle Tellier,Trond Trosterud,Anna Trukhina,Reut Tsarfaty,Francis Tyers,Sumire Uematsu,Zdeňka Urešová,Larraitz Uria,Hans Uszkoreit,Sowmya Vajjala,Daniel van Niekerk,Gertjan van Noord,Viktor Varga,Veronika Vincze,Lars Wallin,Jonathan North Washington,Seyi Williams,Mats Wirén,Tsegay Woldemariam,Tak-sum Wong,Chunxiao Yan,Marat M. Yavrumyan,Zhuoran Yu,Zdeněk Žabokrtský,Amir Zeldes,Daniel Zeman,Manying Zhang,Hanzhi Zhu +264 more
Universal Dependencies 2.0 – CoNLL 2017 Shared Task Development and Test Data
Joakim Nivre,Željko Agić,Lars Ahrenberg,Lene Antonsen,Maria Jesus Aranzabe,Masayuki Asahara,Luma Ateyah,Mohammed Attia,Aitziber Atutxa,Elena Badmaeva,Miguel Ballesteros,Esha Banerjee,Sebastian Bank,John Bauer,Kepa Bengoetxea,Riyaz Ahmad Bhat,Eckhard Bick,Cristina Bosco,Gosse Bouma,Samuel R. Bowman,Aljoscha Burchardt,Marie Candito,Gauthier Caron,Gülşen Eryiğit,Giuseppe G. A. Celano,Savas Cetin,Fabricio Chalub,Jinho Choi,Yongseok Cho,Silvie Cinková,Çağrı Çöltekin,Miriam Connor,Marie-Catherine de Marneffe,Valeria de Paiva,Arantza Diaz de Ilarraza,Kaja Dobrovoljc,Timothy Dozat,Kira Droganova,Marhaba Eli,Ali Elkahky,Tomaž Erjavec,Richárd Farkas,Hector Fernandez Alcalde,Jennifer Foster,Cláudia Freitas,Katarína Gajdošová,Daniel Galbraith,Marcos Garcia,Filip Ginter,Iakes Goenaga,Koldo Gojenola,Memduh Gökırmak,Yoav Goldberg,Xavier Gómez Guinovart,Berta Gonzáles Saavedra,Matias Grioni,Normunds Grūzītis,Bruno Guillaume,Nizar Habash,Jan Hajič,Linh Hà Mỹ,Kim Harris,Dag Haug,Barbora Hladká,Jaroslava Hlaváčová,Petter Hohle,Radu Ion,Elena Irimia,Anders Johannsen,Fredrik Jørgensen,Hüner Kaşıkara,Hiroshi Kanayama,Jenna Kanerva,Tolga Kayadelen,Václava Kettnerová,Jesse Kirchner,Natalia Kotsyba,Simon Krek,Sookyoung Kwak,Veronika Laippala,Lorenzo Lambertino,Tatiana Lando,Phương Lê Hồng,Alessandro Lenci,Saran Lertpradit,Herman Leung,Cheuk Ying Li,Josie Li,Nikola Ljubešić,Olga Loginova,Olga Lyashevskaya,Teresa Lynn,Vivien Macketanz,Aibek Makazhanov,Michael Mandl,Christopher D. Manning,Ruli Manurung,Cătălina Mărănduc,David Mareček,Katrin Marheinecke,Héctor Martínez Alonso,André Martins,Jan Mašek,Yuji Matsumoto,Ryan McDonald,Gustavo Mendonça,Anna Missilä,Verginica Barbu Mititelu,Yusuke Miyao,Simonetta Montemagni,Amir More,Laura Moreno Romero,Shunsuke Mori,Bohdan Moskalevskyi,Kadri Muischnek,Nina Mustafina,Kaili Müürisep,Pinkey Nainwani,Anna Nedoluzhko,Lương Nguyễn Thị,Huyền Nguyễn Thị Minh,Vitaly Nikolaev,Rattima Nitisaroj,Hanna Nurmi,Stina Ojala,Petya Osenova,Lilja Øvrelid,Elena Pascual,Marco Passarotti,Cenel-Augusto Perez,Guy Perrier,Slav Petrov,Jussi Piitulainen,Emily Pitler,Barbara Plank,Martin Popel,Lauma Pretkalniņa,Prokopis Prokopidis,Tiina Puolakainen,Sampo Pyysalo,Alexandre Rademaker,Livy Real,Siva Reddy,Georg Rehm,Larissa Rinaldi,Laura Rituma,Rudolf Rosa,Davide Rovati,Shadi Saleh,Manuela Sanguinetti,Baiba Saulīte,Yanin Sawanakunanon,Sebastian Schuster,Djamé Seddah,Wolfgang Seeker,Mojgan Seraji,Lena Shakurova,Mo Shen,Atsuko Shimada,Muh Shohibussirri,Natalia Silveira,Maria Simi,Radu Simionescu,Katalin Simkó,Mária Šimková,Kiril Simov,Aaron Smith,Antonio Stella,Jana Strnadová,Alane Suhr,Umut Sulubacak,Zsolt Szántó,Dima Taji,Takaaki Tanaka,Trond Trosterud,Anna Trukhina,Reut Tsarfaty,Francis Tyers,Sumire Uematsu,Zdeňka Urešová,Larraitz Uria,Hans Uszkoreit,Gertjan van Noord,Viktor Varga,Veronika Vincze,Jonathan North Washington,Zhuoran Yu,Zdeněk Žabokrtský,Daniel Zeman,Hanzhi Zhu +189 more
TL;DR: This release contains the test data used in the CoNLL 2017 shared task on parsing Universal Dependencies, and complements the UD 2.0 release with 18 new parallel test sets and 4 test sets in surprise languages.
Universal Dependencies 2.4
Joakim Nivre,Mitchell Abrams,Željko Agić,Lars Ahrenberg,Gabrielė Aleksandravičiūtė,Lene Antonsen,Katya Aplonova,Maria Jesus Aranzabe,Gashaw Arutie,Masayuki Asahara,Luma Ateyah,Mohammed Attia,Aitziber Atutxa,Liesbeth Augustinus,Elena Badmaeva,Miguel Ballesteros,Esha Banerjee,Sebastian Bank,Verginica Barbu Mititelu,Victoria Basmov,John Bauer,Sandra Bellato,Kepa Bengoetxea,Yevgeni Berzak,Irshad Ahmad Bhat,Riyaz Ahmad Bhat,Erica Biagetti,Eckhard Bick,Agnė Bielinskienė,Rogier Blokland,Victoria Bobicev,Loïc Boizou,Emanuel Borges Völker,Carl Börstell,Cristina Bosco,Gosse Bouma,Samuel R. Bowman,Adriane Boyd,Kristina Brokaitė,Aljoscha Burchardt,Marie Candito,Bernard Caron,Gauthier Caron,Gülşen Eryiğit,Flavio Massimiliano Cecchini,Giuseppe G. A. Celano,Slavomír Čéplö,Savas Cetin,Fabricio Chalub,Jinho Choi,Yongseok Cho,Jayeol Chun,Silvie Cinková,Aurélie Collomb,Çağrı Çöltekin,Miriam Connor,Marine Courtin,Elizabeth Davidson,Marie-Catherine de Marneffe,Valeria de Paiva,Arantza Diaz de Ilarraza,Carly Dickerson,Bamba Dione,Peter Dirix,Kaja Dobrovoljc,Timothy Dozat,Kira Droganova,Puneet Dwivedi,Hanne Eckhoff,Marhaba Eli,Ali Elkahky,Binyam Ephrem,Tomaž Erjavec,Aline Etienne,Richárd Farkas,Hector Fernandez Alcalde,Jennifer Foster,Cláudia Freitas,Kazunori Fujita,Katarína Gajdošová,Daniel Galbraith,Marcos Garcia,Moa Gärdenfors,Sebastian Garza,Kim Gerdes,Filip Ginter,Iakes Goenaga,Koldo Gojenola,Memduh Gökırmak,Yoav Goldberg,Xavier Gómez Guinovart,Berta González Saavedra,Matias Grioni,Normunds Grūzītis,Bruno Guillaume,Céline Guillot-Barbance,Nizar Habash,Jan Hajič,Linh Hà Mỹ,Na-Rae Han,Kim Harris,Dag Haug,Johannes Heinecke,Felix Hennig,Barbora Hladká,Jaroslava Hlaváčová,Florinel Hociung,Petter Hohle,Jena Hwang,Takumi Ikeda,Radu Ion,Elena Irimia,Ọlájídé Ishola,Tomáš Jelínek,Anders Johannsen,Fredrik Jørgensen,Hüner Kaşıkara,Andre Kaasen,Sylvain Kahane,Hiroshi Kanayama,Jenna Kanerva,Boris Katz,Tolga Kayadelen,Jessica Kenney,Václava Kettnerová,Jesse Kirchner,Arne Köhn,Kamil Kopacewicz,Natalia Kotsyba,Jolanta Kovalevskaitė,Simon Krek,Sookyoung Kwak,Veronika Laippala,Lorenzo Lambertino,Lucia Lam,Tatiana Lando,Septina Dian Larasati,Alexei Lavrentiev,John Aldo Lee,Phương Lê Hồng,Alessandro Lenci,Saran Lertpradit,Herman Leung,Cheuk Ying Li,Josie Li,Keying Li,KyungTae Lim,Yuan Li,Nikola Ljubešić,Olga Loginova,Olga Lyashevskaya,Teresa Lynn,Vivien Macketanz,Aibek Makazhanov,Michael Mandl,Christopher D. Manning,Ruli Manurung,Cătălina Mărănduc,David Mareček,Katrin Marheinecke,Héctor Martínez Alonso,André Martins,Jan Mašek,Yuji Matsumoto,Ryan McDonald,Sarah McGuinness,Gustavo Mendonça,Niko Miekka,Margarita Misirpashayeva,Anna Missilä,Cătălin Mititelu,Yusuke Miyao,Simonetta Montemagni,Amir More,Laura Moreno Romero,Keiko Sophie Mori,Tomohiko Morioka,Shinsuke Mori,Shigeki Moro,Bjartur Mortensen,Bohdan Moskalevskyi,Kadri Muischnek,Yugo Murawaki,Kaili Müürisep,Pinkey Nainwani,Juan Ignacio Navarro Horñiacek,Anna Nedoluzhko,Gunta Nešpore-Bērzkalne,Lương Nguyễn Thị,Huyền Nguyễn Thị Minh,Yoshihiro Nikaido,Vitaly Nikolaev,Rattima Nitisaroj,Hanna Nurmi,Stina Ojala,Adédayọ̀ Olúòkun,Mai Omura,Petya Osenova,Robert Östling,Lilja Øvrelid,Niko Partanen,Elena Pascual,Marco Passarotti,Agnieszka Patejuk,Guilherme Paulino-Passos,Angelika Peljak-Łapińska,Siyao Peng,Cenel-Augusto Perez,Guy Perrier,Daria Petrova,Slav Petrov,Jussi Piitulainen,Tommi A. Pirinen,Emily Pitler,Barbara Plank,Thierry Poibeau,Martin Popel,Lauma Pretkalniņa,Sophie Prévost,Prokopis Prokopidis,Adam Przepiórkowski,Tiina Puolakainen,Sampo Pyysalo,Andriela Rääbis,Alexandre Rademaker,Loganathan Ramasamy,Taraka Rama,Carlos Ramisch,Vinit Ravishankar,Livy Real,Siva Reddy,Georg Rehm,Michael Rießler,Erika Rimkutė,Larissa Rinaldi,Laura Rituma,Luisa Rocha,Mykhailo Romanenko,Rudolf Rosa,Davide Rovati,Valentin Roșca,Olga Rudina,Jack Rueter,Shoval Sadde,Benoît Sagot,Shadi Saleh,Alessio Salomoni,Tanja Samardžić,Stephanie Samson,Manuela Sanguinetti,Dage Särg,Baiba Saulīte,Yanin Sawanakunanon,Nathan Schneider,Sebastian Schuster,Djamé Seddah,Wolfgang Seeker,Mojgan Seraji,Mo Shen,Atsuko Shimada,Hiroyuki Shirasu,Muh Shohibussirri,Dmitry Sichinava,Natalia Silveira,Maria Simi,Radu Simionescu,Katalin Simkó,Mária Šimková,Kiril Simov,Aaron Smith,Isabela Soares-Bastos,Carolyn Spadine,Antonio Stella,Milan Straka,Jana Strnadová,Alane Suhr,Umut Sulubacak,Shingo Suzuki,Zsolt Szántó,Dima Taji,Yuta Takahashi,Fabio Tamburini,Takaaki Tanaka,Isabelle Tellier,Guillaume Thomas,Liisi Torga,Trond Trosterud,Anna Trukhina,Reut Tsarfaty,Francis Tyers,Sumire Uematsu,Zdeňka Urešová,Larraitz Uria,Hans Uszkoreit,Sowmya Vajjala,Daniel van Niekerk,Gertjan van Noord,Viktor Varga,Éric Villemonte de la Clergerie,Veronika Vincze,Lars Wallin,Abigail Walsh,Jing Xian Wang,Jonathan North Washington,Maximilan Wendt,Seyi Williams,Mats Wirén,Christian Wittern,Tsegay Woldemariam,Tak-sum Wong,Alina Wróblewska,Mary Yako,Naoki Yamazaki,Chunxiao Yan,Koichi Yasuoka,Marat M. Yavrumyan,Zhuoran Yu,Zdeněk Žabokrtský,Amir Zeldes,Daniel Zeman,Manying Zhang,Hanzhi Zhu +321 more