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staff:vatolkin [2021-11-20 10:07]
Igor Vatolkin
staff:vatolkin [2024-02-04 09:26]
Igor Vatolkin [Recent News]
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 ===== Recent News ===== ===== Recent News =====
- 
 /​*{{:​staff:​bullet_gross.gif|}} [Please visit <​html><​a href="​http://​www.sig-ma.de">​SIGMA website</​a></​html>​ for further news]\\*/ /​*{{:​staff:​bullet_gross.gif|}} [Please visit <​html><​a href="​http://​www.sig-ma.de">​SIGMA website</​a></​html>​ for further news]\\*/
 /​*{{:​staff:​bullet_gross.gif|}} [If you are interested in bachelor or master thesis in Music Information Retrieval / Computational Intelligence for MIR, please drop me an email!]\\*/ /​*{{:​staff:​bullet_gross.gif|}} [If you are interested in bachelor or master thesis in Music Information Retrieval / Computational Intelligence for MIR, please drop me an email!]\\*/
 /​*{{:​staff:​bullet_gross.gif|}} [Please visit <​html><​a href="​http://​www.sig-ma.de">​SIGMA website</​a></​html>​ and my <​html><​a href="​https://​plus.google.com/​101367550041756483163/">​Google+ site</​a></​html>​ for further news]\\*/ /​*{{:​staff:​bullet_gross.gif|}} [Please visit <​html><​a href="​http://​www.sig-ma.de">​SIGMA website</​a></​html>​ and my <​html><​a href="​https://​plus.google.com/​101367550041756483163/">​Google+ site</​a></​html>​ for further news]\\*/
  
-{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​11.2021</​font>​ <font color=#3346ff><​b>​[Publication]</​b></​font> ​BWilkes, IVatolkin, HMüller: <a href=https://​www.mdpi.com/1099-4300/23/11/1502>Statistical and Visual Analysis of AudioText, and Image Features ​for Multi-Modal ​Music Genre Recognition</​a> ​accepted for <a href=https://​www.mdpi.com/​journal/​entropy>Entropy</​a></​html>​\\ +<​html><​font color=#​a215ee></​font><​b>​From 08.2023, I am Akamedischer Rat at <a href=https://​www.rwth-aachen.de>​RWTH Aachen University</​a>,​ <a href=https://​www.aim.rwth-aachen.de>​Chair for AI Methodology;​ however, this news page will still be updated from time to time</​a></​b></​html>​\\ 
-{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​11.2021</​font>​ <font color=#ee1528><​b>​[Call]</​b></​font> ​Submission deadline ​to <a href=http://​www.evostar.org/​2022/evomusart/>​EvoMUSART</​a> ​extended to 24.11.2021</​html>​\\ +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​02.2024</​font>​ <font color=#ee1528><​b>​[Call]</​b></​font> ​Call for papers for <a href=https://​transactions.ismir.net/​announcements#​tismir-special-collection---call-for-papers>​TISMIR Special Collection on  Multi-Modal Music Information Retrieval</​a>:​ the deadline is on 01.08.2024</​html>​\\ 
-{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​10.2021</​font>​ <font color=#​3346ff><​b>​[Publication]</​b></​font>​ I. Vatolkin: <a href=https://​nordicsmc.create.aau.dk/wp-content/NordicSMC/Nordic_SMC_2021_paper_33.pdf>Improving Interpretable Genre Recognition with Audio Feature Statistics Based on Zygonic Theory</aaccepted for <a href="​https://​nordicsmc.create.aau.dk/?​page_id=349">NordicSMC</​a></​html>​\\ +{{:staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​02.2024</​font>​ <font color=#​a215ee><​b>​[SIGMA]</​b></​font>​ The program of SIGMA #56 on 15.02 is <a href=https://​sig-ma.de/​2024/​1187>​online</​a></​html>​\\ 
-{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​09.2021</​font>​ <font color=#0c680b><​b>​[Job offer]</​b></​font>​ <a href=http://​sig-ma.de/​wp-content/uploads/2021/09/HiWi-Ausschreibung-27.09.2021.pdf>Student assistant (8h/week)</​a></​html>​\\ +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​06.2023<​/font> <font color=#​a215ee><​b>​[SIGMA]</​b></​font>​ The program of SIGMA #55 on 16.06 is <a href=http://​sig-ma.de/2023/1157>​online<​/a></​html>​\\ 
-{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​06.2021</​font>​ <font color=#a215ee><​b>​[SIGMA]</​b></​font> ​The program ​of SIGMA #50 on 24.09 is <a href=http://sig-ma.de/2021/1042>online</​a></​html>​\\+{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​03.2023</​font>​ <font color=#​3346ff><​b>​[Publication]</​b></​font>​ F. OstermannI. Vatolkin, and M. Ebeling: AAM: A Dataset of Artificial Audio Multitracks ​for Diverse ​Music Information Retrieval Tasks is accepted for <a href="https://asmp-eurasipjournals.springeropen.com">EURASIP Journal on Audio, Speech, and Music Processing</​a></​html>​\\ 
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​01.2023</​font>​ <font color=#3346ff><​b>​[Publication]</​b></​font> ​L. Fricke, I. Vatolkin, and F. Ostermann: Application of Neural Architecture Search ​to Instrument Recognition in Polyphonic Audio is accepted for <a href="https://​www.evostar.org/​2023/evomusart">​EvoMUSART ​2023</​a></​html>​\\ 
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​01.2023</​font>​ <font color=#​3346ff><​b>​[Publication]</​b></​font>​ I. Vatolkin, M. Gotham, N. Nápoles López, and F. OstermannMusical Genre Recognition based on Deep Descriptors of Harmony, Instrumentation,​ and Segments is accepted for <a href="https://www.evostar.org/2023/evomusart">​EvoMUSART 2023</a></​html>​\\ 
 +{{:​staff:​bullet_gross.gif|}} <html><font color=#​996600>​01.2023</font<font color=#​68120b><​b>​[Teaching]</​b></​font>​ Software project ​<a href="​https://​ls11-www.cs.tu-dortmund.de/teaching/​minf_ss23">Music Informatics</​a> ​will take place in summer term 2023</​html>​\\ 
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​01.2023</​font>​ <font color=#a215ee><​b>​[SIGMA]</​b></​font> ​The program of SIGMA #54 on 16.01 is <a href=http://​sig-ma.de/​2023/​1132>​online</​a></​html>​\\ 
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​11.2022</​font>​ <font color=#​ee1528><​b>​[Call]</​b></​font>​ Call for papers for <a href=https://​gecco-2023.sigevo.org/Tracks#​RWA%20-%20Real%20World%20Applications>​Real World Applications track (including creative arts, design, games, and music) at GECCO 2023</a>: the abstract deadline is on 03.02.2023<​/html>​\\ 
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​09.2022</​font>​ <font color=#​68120b><​b>​[Teaching]</​b></​font>​ An interdisciplinary lecture <a href="​https:/​/ls11-www.cs.tu-dortmund.de/​people/​rudolph/​teaching/​lectures/​MDA/​WS2022-23/​lecture.jsp">"​Music data analysis"</​a>​ takes place in winter term 2022/​23</​html>​\\ 
 +{{:​staff:​bullet_gross.gif|}} <html><font color=#​996600>​08.2022<​/font> <font color=#​ee1528><​b>​[Call]</b></​font>​ Call for papers for <href=https://​www.evostar.org/​2023/​evomusart/​>EvoMUSART 2023</​a>:​ the deadline is on 01.11.2022</​html>​\\ 
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​08.2022</​font>​ <font color=#3346ff><​b>​[Publication]</​b></​font> ​L. Fricke, J. Kuzmic, I. Vatolkin: Suppression ​of Background Noise in Speech Signals with Artificial Neural Networks, Exemplarily Applied to Keyboard Sounds is accepted for <a href="​https://​ncta.scitevents.org/">​NCTA 2022</​a></​html>​\\ 
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#996600>​07.2022</​font>​ <font color=#​3346ff><​b>​[Publication]</​b></​font>​ I. Vatolkin, C. McKay: Stability of Symbolic Feature Group Importance in the Context of Multi-Modal Music Classification ​is accepted for <a href="https://ismir2022.ismir.net">​ISMIR 2022</a></html>\\ 
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​07.2022</​font>​ <font color=#​3346ff><​b>​[Publication]</​b></​font>​ F. Ostermann, I. Vatolkin, G. Rudolph: Artificial Music Producer: Filtering Music Compositions by Artificial Taste is accepted for <a href="​https://​2022.aimusiccreativity.org/">​AIMC 2022</​a></​html>​\\ 
 +[see also [[https://​ls11-www.cs.tu-dortmund.de/​staff/​vatolkin#​past_news|the past news]]]\\
  
 ===== Recent Publications ===== ===== Recent Publications =====
 +
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​03.2023</​font>​ <​html><​b><​font color=#​ee1528>​[j9]</​font></​b>​ <i>F. Ostermann, I. Vatolkin, and M. Ebeling</​i>:<​b>​ AAM: A Dataset of Artificial Audio Multitracks for Diverse Music Information Retrieval Tasks</​b>​. Accepted for EURASIP Journal on Audio, Speech, and Music Processing</​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​01.2023</​font>​ <​html><​b><​font color=#​3346ff>​[c43]</​font></​b></​font>​ <i>L. Fricke, I. Vatolkin, and F. Ostermann</​i>:<​b>​ Application of Neural Architecture Search to Instrument Recognition in Polyphonic Audio</​b>​ is accepted for <a href="​https://​www.evostar.org/​2023/​evomusart">​EvoMUSART 2023</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​01.2023</​font>​ <​html><​b><​font color=#​3346ff>​[c42]</​font></​b></​font>​ <i>I. Vatolkin, M. Gotham, N. Nápoles López, and F. Ostermann</​i>:<​b>​ Musical Genre Recognition based on Deep Descriptors of Harmony, Instrumentation,​ and Segments</​b>​ is accepted for <a href="​https://​www.evostar.org/​2023/​evomusart">​EvoMUSART 2023</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​08.2022</​font>​ <​html><​b><​font color=#​3346ff>​[c41]</​font></​b></​font>​ <i>L. Fricke, J. Kuzmic, I. Vatolkin</​i>:<​b>​ Suppression of Background Noise in Speech Signals with Artificial Neural Networks, Exemplarily Applied to Keyboard Sounds</​b>​ is accepted for <a href="​https://​ncta.scitevents.org/">​NCTA 2022</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​07.2022</​font>​ <​html><​b><​font color=#​3346ff>​[c40]</​font></​b></​font>​ <i>I. Vatolkin, C. McKay</​i>:<​b>​ Stability of Symbolic Feature Group Importance in the Context of Multi-Modal Music Classification</​b>​ is accepted for <a href="​https://​ismir2022.ismir.net">​ISMIR 2022</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​07.2022</​font>​ <​html><​b><​font color=#​3346ff>​[c39]</​font></​b></​font>​ <i>F. Ostermann, I. Vatolkin, G. Rudolph</​i>:<​b>​ Artificial Music Producer: Filtering Music Compositions by Artificial Taste</​b>​ is accepted for <a href="​https://​2022.aimusiccreativity.org/">​AIMC 2022</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​03.2022</​font>​ <​html><​b><​font color=#​3346ff>​[c38]</​font></​b>​ <i> I. Vatolkin</​i>:<​b>​ Identification of the Most Relevant Zygonic Statistics and Semantic Audio Features for Genre Recognition</​b>​. Accepted for Proceedings of the International Computer Music Conference 2022 (ICMC)</​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​01.2022</​font>​ <​html><​b><​font color=#​ee1528>​[j8]</​font></​b>​ <i> I. Vatolkin, C. McKay</​i>:<​b>​ Multi-Objective Investigation of Six Feature Source Types for Multi-Modal Music Classification</​b>​. Transactions of the International Society for Music Information Retrieval, 5(1):​1-19</​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​11.2021</​font>​ <​html><​b><​font color=#​ee1528>​[j7]</​font></​b>​ <i>F. Ostermann, I. Vatolkin, G. Rudolph</​i>:<​b>​ Evaluating Creativity in Automatic Reactive Accompaniment of Jazz Improvisation</​b>​. Transactions of the International Society for Music Information Retrieval, 4(1):​210-222</​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​11.2021</​font>​ <​html><​b><​font color=#​ee1528>​[j6]</​font></​b>​ <i>B. Wilkes, I. Vatolkin, and H. Müller</​i>:<​b>​ Statistical and Visual Analysis of Audio, Text, and Image Features for Multi-Modal Music Genre Recognition</​b>​. Entropy, 23(11)</​html>​\\
 +[see also [[staff/​vatolkin/​Publications|the complete publication list]]]\\
  
 ===== Teaching ===== ===== Teaching =====
  
-{{:​staff:​bullet_gross.gif|}} [If you are interested in bachelor or master thesis in Music Information Retrieval / Computational Intelligence for MIR, please contact me per email!]\\ +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​Summer ​2023</​font>​ <font color=#​68120b><​b>​[Fachprojekt]</​b></​font>​ Music Informatics </​html>​\\ 
-{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​Summer ​2022</​font>​ <font color=#​68120b><​b>​[Fachprojekt]</​b></​font>​ Music Informatics </​html>​\\ +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​Winter 2021/2022</​font>​ <font color=#​3346ff><​b>​[Proseminar]</​b></​font> ​<a href=https://​ls11-www.cs.tu-dortmund.de/​teaching/​ahma_ws22>​Current Challenges ​in Music Data Analysis</​a>​</​html>​\\ 
-{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​Summer ​2022</​font>​ <font color=#​3346ff><​b>​[Proseminar]</​b></​font> ​Computational Intelligence ​in Games </​html>​\\ +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​Winter 2021/​2022</​font>​ <font color=#​3346ff><​b>​[Proseminar]</​b></​font>​ <a href=https://​ls11-www.cs.tu-dortmund.de/​teaching/​cig_ws22>Computational Intelligence ​in Games</​a></​html>​\\ 
-{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​Winter 2021/​2022</​font>​ <font color=#​3346ff><​b>​[Proseminar]</​b></​font>​ <a href=https://​ls11-www.cs.tu-dortmund.de/​teaching/​ahma_ws21>Actual Challenges ​in Music Data Analysis</​a></​html>​\\ +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​767272>​Summer ​2022</​font>​ <font color=#​68120b><​b>​[Fachprojekt]</​b></​font>​ Music Informatics </​html>​\\ 
-{{:​staff:​bullet_gross.gif|}} <​html><​font color= #​767272>​Summer ​2021</​font>​ <font color=#​68120b><​b>​[Fachprojekt]</​b></​font>​ <a href=https://​ls11-www.cs.tu-dortmund.de/​teaching/​minf_ss21>​Music ​Informatics</​a></​html>​\\+{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​767272>​Summer 2022</​font>​ <font color=#​3346ff><​b>​[Proseminar]</​b></​font>​ Computational Intelligence in Games </​html>​\\ 
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​767272>​Winter 2021/​2022</​font>​ <font color=#​3346ff><​b>​[Proseminar]</​b></​font>​ <a href=https://​ls11-www.cs.tu-dortmund.de/​teaching/​ahma_ws21>Actual Challenges in Music Data Analysis</​a></​html>​\\ 
 +[see also [[staff/​vatolkin/​TeachingSeminars|the complete course list]]]\\ 
 +[if you are interested in bachelor or master thesis, please contact me per email!]\\
  
 ===== Past News ===== ===== Past News =====
  
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​07.2022</​font>​ <font color=#​68120b><​b>​[Teaching]</​b></​font>​ Proseminars <a href="​https://​ls11-www.cs.tu-dortmund.de/​teaching/​ahma_ws22">​Current challenges in music data analysis</​a>​ and <a href="​https://​ls11-www.cs.tu-dortmund.de/​teaching/​cig_ws22">​Computational Intelligence in games</​a>​ will take place in winter term 2022/​23</​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​06.2022</​font>​ <font color=#​a215ee><​b>​[SIGMA]</​b></​font>​ The program of SIGMA #53 on 30.06 is <a href=http://​sig-ma.de/​2022/​1109>​online</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​03.2022</​font>​ <font color=#​3346ff><​b>​[Publication]</​b></​font>​ I. Vatolkin: Identification of the Most Relevant Zygonic Statistics and Semantic Audio Features for Genre Recognition accepted for <a href="​https://​icmc2022.org/">​ICMC 2022</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​03.2022</​font>​ <font color=#​a215ee><​b>​[SIGMA]</​b></​font>​ The program of SIGMA #52 on 31.03 is <a href=http://​sig-ma.de/​2022/​1098>​online</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​01.2022</​font>​ <font color=#​3346ff><​b>​[Publication]</​b></​font>​ I. Vatolkin, C. McKay: <a href=https://​transactions.ismir.net/​articles/​10.5334/​tismir.67/>​Multi-Objective Investigation of Six Feature Source Types for Multi-Modal Music Classification</​a>​ published in <a href=https://​transactions.ismir.net/>​Transactions of the International Society for Music Information Retrieval</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​01.2022</​font>​ <font color=#​a215ee><​b>​[SIGMA]</​b></​font>​ The program of SIGMA #51 on 10.01 is <a href=http://​sig-ma.de/​2022/​1081>​online</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​12.2021</​font>​ <font color=#​3346ff><​b>​[Publication]</​b></​font>​ F. Ostermann, I. Vatolkin, G. Rudolph: <a href=https://​transactions.ismir.net/​articles/​10.5334/​tismir.90/>​Evaluating Creativity in Automatic Reactive Accompaniment of Jazz Improvisation</​a>​ published in <a href=https://​transactions.ismir.net/>​Transactions of the International Society for Music Information Retrieval</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​11.2021</​font>​ <font color=#​3346ff><​b>​[Publication]</​b></​font>​ B. Wilkes, I. Vatolkin, H. Müller: <a href=https://​www.mdpi.com/​1099-4300/​23/​11/​1502>​Statistical and Visual Analysis of Audio, Text, and Image Features for Multi-Modal Music Genre Recognition</​a>​ accepted for <a href=https://​www.mdpi.com/​journal/​entropy>​Entropy</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​11.2021</​font>​ <font color=#​ee1528><​b>​[Call]</​b></​font>​ Submission deadline to <a href=http://​www.evostar.org/​2022/​evomusart/>​EvoMUSART</​a>​ extended to 24.11.2021</​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​10.2021</​font>​ <font color=#​3346ff><​b>​[Publication]</​b></​font>​ I. Vatolkin: <a href=https://​nordicsmc.create.aau.dk/​wp-content/​NordicSMC/​Nordic_SMC_2021_paper_33.pdf>​Improving Interpretable Genre Recognition with Audio Feature Statistics Based on Zygonic Theory</​a>​ accepted for <a href="​https://​nordicsmc.create.aau.dk/?​page_id=349">​NordicSMC</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​09.2021</​font>​ <font color=#​0c680b><​b>​[Job offer]</​b></​font>​ <a href=http://​sig-ma.de/​wp-content/​uploads/​2021/​09/​HiWi-Ausschreibung-27.09.2021.pdf>​Student assistant (8h/​week)</​a></​html>​\\
 +{{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​06.2021</​font>​ <font color=#​a215ee><​b>​[SIGMA]</​b></​font>​ The program of SIGMA #50 on 24.09 is <a href=http://​sig-ma.de/​2021/​1042>​online</​a></​html>​\\
 +[see also [[https://​ls11-www.cs.tu-dortmund.de/​staff/​vatolkin#​past_news|the past news]]]\\
 {{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​06.2021</​font>:​ The program of SIGMA #49 on 18.06 is <a href=http://​sig-ma.de/​2021/​1032>​online</​a></​html>​\\ {{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​06.2021</​font>:​ The program of SIGMA #49 on 18.06 is <a href=http://​sig-ma.de/​2021/​1032>​online</​a></​html>​\\
 {{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​04.2021</​font>:​ Paper on </​html>​ [[:​staff:​vatolkin:​publications:​abstracts#​[36] | advancements in the AMUSE framework]] <​html>​ accepted for <a href=https://​sigir.org/​sigir2021>​SIGIR 2021</​a></​html>​\\ {{:​staff:​bullet_gross.gif|}} <​html><​font color=#​996600>​04.2021</​font>:​ Paper on </​html>​ [[:​staff:​vatolkin:​publications:​abstracts#​[36] | advancements in the AMUSE framework]] <​html>​ accepted for <a href=https://​sigir.org/​sigir2021>​SIGIR 2021</​a></​html>​\\
 
Last modified: 2024-02-04 09:26 by Igor Vatolkin
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