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20122022

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  • 2022

    A Study on Manual and Automatic Evaluation for Text Style Transfer: The Case of Detoxification

    Logacheva, V., Dementieva, D., Krotova, I., Fenogenova, A., Nikishina, I., Shavrina, T. & Panchenko, A., 2022, HumEval 2022 - 2nd Workshop on Human Evaluation of NLP Systems, Proceedings of the Workshop. Belz, A., Popovic, M., Reiter, E. & Shimorina, A. (eds.). Association for Computational Linguistics (ACL), p. 90-101 12 p. (HumEval 2022 - 2nd Workshop on Human Evaluation of NLP Systems, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Overview of Touché 2022: Argument Retrieval: Extended Abstract

    Bondarenko, A., Fröbe, M., Kiesel, J., Syed, S., Gurcke, T., Beloucif, M., Panchenko, A., Biemann, C., Stein, B., Wachsmuth, H., Potthast, M. & Hagen, M., 2022, Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Proceedings. Hagen, M., Verberne, S., Macdonald, C., Seifert, C., Balog, K., Nørvåg, K. & Setty, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 339-346 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13186 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations

    Kuimov, M., Dementieva, D. & Panchenko, A., 2022, SemEval 2022 - 16th International Workshop on Semantic Evaluation, Proceedings of the Workshop. Emerson, G., Schluter, N., Stanovsky, G., Kumar, R., Palmer, A., Schneider, N., Singh, S. & Ratan, S. (eds.). Association for Computational Linguistics (ACL), p. 1136-1144 9 p. (SemEval 2022 - 16th International Workshop on Semantic Evaluation, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Studying the Role of Named Entities for Content Preservation in Text Style Transfer

    Babakov, N., Dale, D., Logacheva, V., Krotova, I. & Panchenko, A., 2022, Natural Language Processing and Information Systems - 27th International Conference on Applications of Natural Language to Information Systems, NLDB 2022, Proceedings. Rosso, P., Basile, V., Martínez, R., Métais, E. & Meziane, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 437-448 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13286 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2021

    Cross-lingual evidence improves monolingual fake news detection

    Dementieva, D. & Panchenko, A., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Student Research Workshop. Association for Computational Linguistics (ACL), p. 310-320 11 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Student Research Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Detecting inappropriate messages on sensitive topics that could harm a company’s reputation

    Babakov, N., Logacheva, V., Kozlova, O., Semenov, N. & Panchenko, A., 2021, Proceedings of the 8th BSNLP Workshop on Balto-Slavic Natural Language Processing, BSNLP 2021 - Co-located with the 16th European Chapter of the Association for Computational Linguistics, EACL 2021. Babych, B., Kanishcheva, O., Nakov, P., Piskorski, J., Pivovarova, L., Starko, V., Steinberger, J., Yangarber, R., Marcinczuk, M., Pollak, S., Priban, P. & Robnik-Sikonja, M. (eds.). Association for Computational Linguistics (ACL), p. 26-36 11 p. (Proceedings of the 8th BSNLP Workshop on Balto-Slavic Natural Language Processing, BSNLP 2021 - Co-located with the 16th European Chapter of the Association for Computational Linguistics, EACL 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group Constraint

    Vorona, I., Phan, A. H., Panchenko, A. & Cichocki, A., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 1674-1684 11 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Exploring graph-based representations for taxonomy enrichment

    Nikishina, I., Loukachevitch, N., Logacheva, V. & Panchenko, A., 2021, GWC 2021 - Proceedings of the 11th Global Wordnet Conference. Bosch, S., Fellbaum, C., Griesel, M., Rademaker, A. & Vossen, P. (eds.). Global WordNet Association, p. 126-136 11 p. (GWC 2021 - Proceedings of the 11th Global Wordnet Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Overview of Touché 2021: Argument Retrieval: Extended Abstract

    Bondarenko, A., Gienapp, L., Fröbe, M., Beloucif, M., Ajjour, Y., Panchenko, A., Biemann, C., Stein, B., Wachsmuth, H., Potthast, M. & Hagen, M., 2021, Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Proceedings. Hiemstra, D., Moens, M-F., Mothe, J., Perego, R., Potthast, M. & Sebastiani, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 574-582 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12657 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    10 Citations (Scopus)
  • RST Discourse Parser for Russian: An Experimental Study of Deep Learning Models

    Chistova, E., Shelmanov, A., Pisarevskaya, D., Kobozeva, M., Isakov, V., Panchenko, A., Toldova, S. & Smirnov, I., 2021, Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Revised Selected Papers. van der Aalst, W. M., Batagelj, V., Ignatov, D. I., Khachay, M., Koltsova, O., Kutuzov, A., Kuznetsov, S. O., Lomazova, I. A., Loukachevitch, N., Napoli, A., Panchenko, A., Pardalos, P. M., Pelillo, M., Savchenko, A. V. & Tutubalina, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 105-119 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12602 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Text Detoxification using Large Pre-trained Neural Models

    Dale, D., Voronov, A., Dementieva, D., Logacheva, V., Kozlova, O., Semenov, N. & Panchenko, A., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 7979-7996 18 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • 2020

    A graph-based approach to skill extraction from text

    Kivimäki, I., Panchenko, A., Dessy, A., Verdegem, D., Francq, P., Fairon, C., Bersini, H. & Saerens, M., 2020, Proceedings of TextGraphs@EMNLP 2013: The 8th Workshop on Graph-Based Methods for Natural Language Processing. Kozareva, Z., Matveeva, I., Melli, G. & Nastase, V. (eds.). The Association for Computer Linguistics, p. 79-87 9 p. (Proceedings of TextGraphs@EMNLP 2013: The 8th Workshop on Graph-Based Methods for Natural Language Processing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    29 Citations (SciVal)
  • Comparative web search questions

    Bondarenko, A., Braslavski, P., Völske, M., Aly, R., Fröbe, M., Panchenko, A., Biemann, C., Stein, B. & Hagen, M., 20 Jan 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 52-60 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    14 Citations (Scopus)
  • Every child should have parents: A taxonomy refinement algorithm based on hyperbolic term embeddings

    Aly, R., Acharya, S., Ossa, A., Köhn, A., Biemann, C. & Panchenko, A., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4811-4817 7 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    17 Citations (Scopus)
  • Fake news detection using multilingual evidence

    Dementieva, D. & Panchenko, A., Oct 2020, Proceedings - 2020 IEEE 7th International Conference on Data Science and Advanced Analytics, DSAA 2020. Webb, G., Zhang, Z., Tseng, V. S., Williams, G., Vlachos, M. & Cao, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 775-776 2 p. 9260100. (Proceedings - 2020 IEEE 7th International Conference on Data Science and Advanced Analytics, DSAA 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Citations (Scopus)
  • Making fast graph-based algorithms with graph metric embeddings

    Kutuzov, A., Dorgham, M., Oliynyk, O., Biemann, C. & Panchenko, A., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3349-3355 7 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • On the compositionality prediction of noun phrases using poincaré embeddings

    Jana, A., Puzyrev, D., Panchenko, A., Goyal, P., Biemann, C. & Mukherjee, A., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3263-3274 12 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Citations (Scopus)
  • Overview of Touché 2020: Argument Retrieval: Extended Abstract

    Bondarenko, A., Fröbe, M., Beloucif, M., Gienapp, L., Ajjour, Y., Panchenko, A., Biemann, C., Stein, B., Wachsmuth, H., Potthast, M. & Hagen, M., 2020, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 11th International Conference of the CLEF Association, CLEF 2020, Proceedings. Arampatzis, A., Kanoulas, E., Tsikrika, T., Vrochidis, S., Joho, H., Lioma, C., Eickhoff, C., Névéol, A., Névéol, A., Cappellato, L. & Ferro, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 384-395 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12260 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    13 Citations (Scopus)
  • SkoltechNLP at SemEval-2020 Task 11: Exploring Unsupervised Text Augmentation for Propaganda Detection

    Dementieva, D., Markov, I. & Panchenko, A., 2020, 14th International Workshops on Semantic Evaluation, SemEval 2020 - co-located 28th International Conference on Computational Linguistics, COLING 2020, Proceedings. Herbelot, A., Zhu, X., Palmer, A., Schneider, N., May, J. & Shutova, E. (eds.). International Committee for Computational Linguistics, p. 1786-1792 7 p. (14th International Workshops on Semantic Evaluation, SemEval 2020 - co-located 28th International Conference on Computational Linguistics, COLING 2020, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Touché: First shared task on argument retrieval

    Bondarenko, A., Hagen, M., Potthast, M., Wachsmuth, H., Beloucif, M., Biemann, C., Panchenko, A. & Stein, B., 2020, Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Proceedings. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (eds.). Springer, p. 517-523 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12036 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    8 Citations (Scopus)
  • Word sense disambiguation for 158 languages using word embeddings only

    Logacheva, V., Teslenko, D., Shelmanov, A., Remus, S., Ustalov, D., Kutuzov, A., Artemova, E., Biemann, C., Ponzetto, S. P. & Panchenko, A., 2020, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 5943-5952 10 p. (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • 2019

    Active Learning with Deep Pre-trained Models for Sequence Tagging of Clinical and Biomedical Texts

    Shelmanov, A., Liventsev, V., Kireev, D., Khromov, N., Panchenko, A., Fedulova, I. & Dylov, D. V., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 482-489 8 p. 8983157. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    11 Citations (Scopus)
  • Answering comparative questions: Better than ten-blue-links?

    Schildwächter, M., Hagen, M., Bondarenko, A., Biemann, C., Zenker, J. & Panchenko, A., 8 Mar 2019, CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, p. 361-365 5 p. (CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    17 Citations (Scopus)
  • An unsupervised word sense disambiguation system for under-resourced languages

    Ustalov, D., Teslenko, D., Panchenko, A., Chernoskutov, M., Biemann, C. & Ponzetto, S. P., 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 1018-1022 5 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Building a web-scale dependency-parsed corpus from common crawl

    Panchenko, A., Ruppert, E., Faralli, S., Ponzetto, S. P. & Biemann, C., 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 1816-1823 8 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Citations (Scopus)
  • Categorizing comparative sentences

    Panchenko, A., Bondarenko, A., Franzek, M., Hagen, M. & Biemann, C., 2019, ACL 2019 - 6th Workshop on Argument Mining, ArgMining 2019 - Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 136-145 10 p. (ACL 2019 - 6th Workshop on Argument Mining, ArgMining 2019 - Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    11 Citations (SciVal)
  • Combining lexical substitutes in neural word sense induction

    Arefyev, N., Sheludko, B. & Panchenko, A., 2019, International Conference on Recent Advances in Natural Language Processing in a Deep Learning World, RANLP 2019 - Proceedings. Angelova, G., Mitkov, R., Nikolova, I., Temnikova, I. & Temnikova, I. (eds.). Incoma Ltd, p. 62-70 9 p. (International Conference Recent Advances in Natural Language Processing, RANLP; vol. 2019-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    3 Citations (Scopus)
  • Enriching frame representations with distributionally induced senses

    Faralli, S., Panchenko, A., Biemann, C. & Ponzetto, S. P., 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 587-592 6 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • HHMM at SemEval-2019 task 2: Unsupervised frame induction using contextualized word embeddings

    Anwar, S., Ustalov, D., Arefyev, N., Ponzetto, S. P., Biemann, C. & Panchenko, A., 2019, NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop. Association for Computational Linguistics (ACL), p. 125-129 5 p. (NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Citations (Scopus)
  • Improving hypernymy extraction with distributional semantic classes

    Panchenko, A., Ustalov, D., Faralli, S., Ponzetto, S. P. & Biemann, C., 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 1541-1551 11 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Improving neural entity disambiguation with graph embeddings

    Sevgili, Ö., Panchenko, A. & Biemann, C., 2019, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. Association for Computational Linguistics (ACL), p. 315-322 8 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Student Research Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    19 Citations (Scopus)
  • Learning graph embeddings from WordNet-based similarity measures

    Kutuzov, A., Dorgham, M., Oliynyk, O., Biemann, C. & Panchenko, A., 2019, *SEM@NAACL-HLT 2019 - 8th Joint Conference on Lexical and Computational Semantics. Association for Computational Linguistics (ACL), p. 125-135 11 p. (*SEM@NAACL-HLT 2019 - 8th Joint Conference on Lexical and Computational Semantics).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Citations (Scopus)
  • Neural GRANNy at SemEval-2019 task 2: A combined approach for better modeling of semantic relationships in semantic frame induction

    Arefyev, N., Sheludko, B., Davletov, A., Kharchev, D., Nevidomsky, A. & Panchenko, A., 2019, NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop. Association for Computational Linguistics (ACL), p. 31-38 8 p. (NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Citations (Scopus)
  • Noun compositionality detection using distributional semantics for the Russian language

    Puzyrev, D., Shelmanov, A., Panchenko, A. & Artemova, E., 2019, Analysis of Images, Social Networks and Texts - 8th International Conference, AIST 2019, Revised Selected Papers. van der Aalst, W. M. P., Batagelj, V., Ignatov, D. I., Kuskova, V., Kuznetsov, S. O., Lomazova, I. A., Khachay, M., Kutuzov, A., Loukachevitch, N., Napoli, A., Pardalos, P. M., Pelillo, M., Savchenko, A. V. & Tutubalina, E. (eds.). Springer, p. 218-229 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11832 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • TARGER: Neural argument mining at your fingertips

    Chernodub, A., Oliynyk, O., Heidenreich, P., Bondarenko, A., Hagen, M., Biemann, C. & Panchenko, A., 2019, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of System Demonstrations. Association for Computational Linguistics (ACL), (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of System Demonstrations).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    41 Citations (SciVal)
  • 2018

    Fighting with the sparsity of synonymy dictionaries for automatic synset induction

    Ustalov, D., Chernoskutov, M., Biemann, C. & Panchenko, A., 2018, Analysis of Images, Social Networks and Texts - 6th International Conference, AIST 2017, Revised Selected Papers. Savchenko, A. V., Ignatov, D. I., Kuznetsov, S. O., Lomazova, I. A., Lempitsky, V., Khachay, M., Loukachevitch, N., Napoli, A., van der Aalst, W. M., Panchenko, A., Pardalos, P. M. & Wasserman, S. (eds.). Springer Verlag, p. 94-105 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10716 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Citations (Scopus)
  • Unsupervised semantic frame induction using triclustering

    Ustalov, D., Panchenko, A., Kutuzov, A., Biemann, C. & Ponzetto, S. P., 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Short Papers). Association for Computational Linguistics (ACL), p. 55-62 8 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    11 Citations (Scopus)
  • 2017

    A tool for effective extraction of synsets and semantic relations from BabelNet

    Ustalov, D. & Panchenko, A., 18 Oct 2017, Proceedings - 2017 Siberian Symposium on Data Science and Engineering, SSDSE 2017. Institute of Electrical and Electronics Engineers Inc., p. 10-13 4 p. 8071954. (Proceedings - 2017 Siberian Symposium on Data Science and Engineering, SSDSE 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)
  • Human and machine judgements for Russian semantic relatedness

    Panchenko, A., Ustalov, D., Arefyev, N., Paperno, D., Konstantinova, N., Loukachevitch, N. & Biemann, C., 2017, Analysis of Images, Social Networks and Texts - 5th International Conference, AIST 2016, Revised Selected Papers. Loukachevitch, N., Panchenko, A., Vorontsov, K., Labunets, V. G., Savchenko, A. V., Ignatov, D. I., Nikolenko, S. I. & Khachay, M. Y. (eds.). Springer Verlag, p. 221-235 15 p. (Communications in Computer and Information Science; vol. 661).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    29 Citations (Scopus)
  • Mnogoznal: An unsupervised system for word sense disambiguation

    Ustalov, D., Teslenko, D., Panchenko, A. & Chernoskutov, M., 14 Nov 2017, Proceedings - 2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017. Institute of Electrical and Electronics Engineers Inc., p. 147-150 4 p. 8109857. (Proceedings - 2017 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Citation (Scopus)
  • Negative sampling improves hypernymy extraction based on projection learning

    Ustalov, D., Arefyev, N., Biemann, C. & Panchenko, A., 2017, Short Papers. Association for Computational Linguistics (ACL), p. 543-550 8 p. (15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    19 Citations (SciVal)
  • The contrastmedium algorithm: Taxonomy induction from noisy knowledge graphswith just a few links

    Faralli, S., Panchenko, A., Biemann, C. & Ponzetto, S. P., 2017, Long Papers. Association for Computational Linguistics (ACL), p. 590-600 11 p. (15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    12 Citations (Scopus)
  • Unsupervised, knowledge-free, and interpretable word sense disambiguation

    Panchenko, A., Marten, F., Ruppert, E., Faralli, S., Ustalov, D., Ponzetto, S. P. & Biemann, C., 2017, EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing: System Demonstrations, Proceedings. Association for Computational Linguistics (ACL), p. 91-96 6 p. (EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing: System Demonstrations, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    12 Citations (Scopus)
  • Unsupervised does not mean uninterpretable: The case for word sense induction & disambiguation

    Panchenko, A., Ruppert, E., Faralli, S., Ponzetto, S. P. & Biemann, C., 2017, Long Papers. Association for Computational Linguistics (ACL), p. 86-98 13 p. (15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    23 Citations (Scopus)
  • Watset: Automatic induction of synsets from a graph of synonyms

    Ustalov, D., Panchenko, A. & Biemann, C., 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 1579-1590 12 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    35 Citations (Scopus)
  • 2016

    Best of both worlds: Making word sense embeddings interpretable

    Panchenko, A., 2016, Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016. Calzolari, N., Choukri, K., Mazo, H., Moreno, A., Declerck, T., Goggi, S., Grobelnik, M., Odijk, J., Piperidis, S., Maegaard, B. & Mariani, J. (eds.). European Language Resources Association (ELRA), p. 2649-2655 7 p. (Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    15 Citations (SciVal)
  • Linked disambiguated distributional semantic networks

    Faralli, S., Panchenko, A., Biemann, C. & Ponzetto, S. P., 2016, The Semantic Web - ISWC 2016 - 15th International Semantic Web Conference, 2016, Proceedings. Sabou, M., Lecue, F., Groth, P., Simperl, E., Krotzsch, M., Lecue, F., Gray, A., Flock, F. & Gil, Y. (eds.). Springer Verlag, p. 56-64 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9982 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    14 Citations (Scopus)
  • New/s/leak - Information extraction and visualization for investigative data journalists

    Yimam, S. M., Ulrich, H., Von Landesberger, T., Rosenbach, M., Regneri, M., Panchenko, A., Lehmann, F., Fahrer, U., Biemann, C. & Ballweg, K., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - System Demonstrations. Association for Computational Linguistics (ACL), p. 163-168 6 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - System Demonstrations).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    10 Citations (Scopus)
  • TAXI at SemEval-2016 task 13: A taxonomy induction method based on lexico-syntactic patterns, substrings and focused crawling

    Panchenko, A., Faralli, S., Ruppert, E., Remus, S., Naets, H., Fairon, C., Ponzetto, S. P. & Biemann, C., 2016, SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings. Association for Computational Linguistics (ACL), p. 1320-1327 8 p. (SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    55 Citations (SciVal)
  • 2015

    Analysis of Images, Social Networks and Texts: 4th International Conference, AIST 2015 Yekaterinburg, Russia, April 9-11, 2015 Revised Selected Papers

    Khachay, M. Y., Konstantinova, N., Panchenko, A., Ignatov, D. I. & Labunets, V. G., 2015, Analysis of Images, Social Networks and Texts - 4th International Conference, AIST 2015, Revised Selected Papers. Khachay, M. Y., Konstantinova, N., Panchenko, A., Ignatov, D. I. & Labunets, V. G. (eds.). Springer Verlag, (Communications in Computer and Information Science; vol. 542).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review