Billede af Mike Zhang

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Mike Zhang

Post.Doc

 https://orcid.org/0000-0003-1218-5201

  • A.C. Meyers Vænge 15

    2450 København SV

    Danmark

20212025

Publikationer pr. år

  • 25 Konferenceartikel i proceeding
  • 7 Preprint
  • 1 Paper uden forlag/tidsskrift

Søgeresultater

  • 2025

    All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages

    Vayani, A., Dissanayake, D., Watawana, H., Ahsan, N., Sasikumar, N., Thawakar, O., Ademtew, H. B., Hmaiti, Y., Kumar, A., Kuckreja, K., Maslych, M., Ghallabi, W. A., Qin, C., Shaker, A. M., Zhang, M., Ihsani, M. K., Esplana, A., Gokani, M., Mirkin, S. & Singh, H. & 47 flere, Srivastava, A., Hamerlik, E., Izzati, F. A., Maani, F. A., Cavada, S., Chim, J., Gupta, R., Manjunath, S., Zhumakhanova, K., Rabevohitra, F. H., Amirudin, A., Ridzuan, M., Kareem, D., More, K., Li, K., Shakya, P., Saad, M., Ghasemaghaei, A., Djanibekov, A., Azizov, D., Jankovic, B., Bhatia, N., Obando-Ceron, J., Otieno, O., Farestam, F., Rabbani, M., Baliah, S., Sanjeev, S., Shtanchaev, A., Fatima, M., Nguyen, T., Kareem, A., Aremu, T., Xavier, N., Bhatkal, A., Toyin, H., Chadha, A., Cholakkal, H., Anwer, R. M., Felsberg, M., Laaksonen, J., Solorio, T., Choudhury, M., Laptev, I., Shah, M., Khan, S. & Khan, F., 10 jun. 2025, The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025. IEEE (Institute of Electrical and Electronics Engineers)

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  • DaKultur: Evaluating the Cultural Awareness of Language Models for Danish with Native Speakers

    Müller-Eberstein, M., Zhang, M., Bassignana, E., Brunsgaard Trolle, P. & van der Goot, R., 29 apr. 2025, 3rd Workshop on Cross-Cultural Considerations in NLP (C3NLP). Association for Computational Linguistics

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  • HiFi-KPI: A Dataset for Hierarchical KPI Extraction from Earnings Filings

    Aavang, R. T., Rizzi, G., Bøggild, R., Iolov, A., Zhang, M. & Bjerva, J., feb. 2025, (Afsendt).

    Publikation: Working paper/Preprint › Preprint

  • How Do Hackathons Foster Creativity? Towards Automated Evaluation of Creativity at Scale

    Falk, J., Chen, Y., Rafner, J., Zhang, M., Bjerva, J. & Nolte, A., 26 apr. 2025, CHI '25: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM), 34 s. 198

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  • Humanity's Last Exam

    Center for AI Safety, 24 jan. 2025, (Under udarbejdelse).

    Publikation: Working paper/Preprint › Preprint

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  • INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge

    Romanou, A., Foroutan, N., Sotnikova, A., Chen, Z., Nelaturu, S. H., Singh, S., Maheshwary, R., Altomare, M., Haggag, M. A., Snegha, A., Amayuelas, A., Amirudin, A. H., Aryabumi, V., Boiko, D., Chang, M., Chim, J., Cohen, G., Dalmia, A. K., Diress, A. & Duwal, S. & 39 flere, Dzenhaliou, D., Florez, D. F. E., Farestam, F., Imperial, J. M., Islam, S. B., Isotalo, P., Jabbarishiviari, M., Karlsson, B. F., Khalilov, E., Klamm, C., Koto, F., Krzemiński, D., de Melo, G. A., Montariol, S., Nan, Y., Niklaus, J., Novikova, J., Ceron, J. S. O., Paul, D., Ploeger, E., Purbey, J., Rajwal, S., Ravi, S. S., Rydell, S., Santhosh, R., Sharma, D., Skenduli, M. P., Moakhar, A. S., Moakhar, B. S., Tamir, R., Tarun, A. K., Wasi, A. T., Weerasinghe, T. O., Yilmaz, S., Zhang, M., Schlag, I., Fadaee, M., Hooker, S. & Bosselut, A., 24 apr. 2025, The Thirteenth International Conference on Learning Representations. Singapore: International Conference on Learning Representations, Bind The Thirteenth International Conference on Learning Representations.

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  • Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation

    Salazar, I., Burda, M. F., Islam, S. B., Moakhar, A. S., Singh, S., Farestam, F., Romanou, A., Boiko, D., Khullar, D., Zhang, M., Krzemiński, D., Novikova, J., Shimabucoro, L., Imperial, J. M., Maheshwary, R., Duwal, S., Amayuelas, A., Rajwal, S., Purbey, J. & Ruby, A. & 24 flere, Popovič, N., Suppa, M., Wasi, A. T., Kadiyala, R. M. R., Tsymboi, O., Kostritsya, M., Moakhar, B. S., Merlin, G. D. C., Coletti, O. F., Shiviari, M. J., fard, M. F., Fernandez, S., Grandury, M., Abulkhanov, D., Sharma, D., Mitri, A. G. D., Marchezi, L. B., Obando-Ceron, J., Kohut, N., Ermis, B., Elliott, D., Ferrante, E., Hooker, S. & Fadaee, M., 9 apr. 2025, (Under udarbejdelse).

    Publikation: Working paper/Preprint › Preprint

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  • MorSeD: Morphological Segmentation of Danish and its Effect on Language Modeling

    van der Goot, R., Jensen, A., Allerslev Schledermann, E., Wildner Kildeberg, M., Larsen, N., Zhang, M. & Bassignana, E., mar. 2025, Proceedings of the 25th Nordic Conference on Computational Lingustics and 11th Baltic Conference on Human Language Technologies : NoDaLiDa/Baltic-HLT 2025. Northern European Association for Language Technology

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation

    Birkmose, R., Mørkeberg Reece, N., Hofsted Norvin, E., Bjerva, J. & Zhang, M., 29 apr. 2025, Proceedings of the Tenth Workshop on Noisy and User-generated Text (W-NUT 2025). Association for Computational Linguistics

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  • Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs

    Dou, L., Liu, Q., Chen, C., Wang, Z., Jin, Z., Liu, Z., Zhu, T., Du, C., Yang, P., Wang, H., Liu, J., Zhao, Y., Feng, X., Mao, X., Yeung, M. T., Pipatanakul, K., Koto, F., Thu, M. S., Kydlíček, H. & Liu, Z. & 20 flere, Lin, Q., Sripaisarnmongkol, S., Sae-Khow, K., Thongchim, N., Konkaew, T., Borijindargoon, N., Dao, A., Maneegard, M., Artkaew, P., Yong, Z.-X., Nguyen, Q., Phatthiyaphaibun, W., Tran, H. H., Zhang, M., Chen, S., Pang, T., Du, C., Wan, X., Lu, W. & Lin, M., 18 feb. 2025, (Under udarbejdelse).

    Publikation: Working paper/Preprint › Preprint

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  • Scaling Course Evaluations with Large Language Models: Semester-level Digestible Student Feedback for Program Leaders

    Zhang, M., Lindsay, E., Quitzau, M.-B. & Bjerva, J., 1 apr. 2025, (Afsendt).

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  • Scaling Reasoning can Improve Factuality in Large Language Models

    Zhang, M., Bjerva, J. & Biswas, R., maj 2025, (Afsendt).

    Publikation: Working paper/Preprint › Preprint

  • SEFL: Harnessing Large Language Model Agents to Improve Educational Feedback Systems

    Zhang, M., Dilling, A. P., Gondelman, L., Lyngdorf, N. E., Lindsay, E. & Bjerva, J., feb. 2025, (Afsendt).

    Publikation: Working paper/Preprint › Preprint

  • SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models

    BigScience, Ploeger, E. & Zhang, M., 1 maj 2025, Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics, s. 11995-12041

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

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  • SnakModel: Lessons Learned from Training an Open Danish Large Language Model

    Zhang, M., Müller-Eberstein, M., Bassignana, E. & van der Goot, R., mar. 2025, Proceedings of the 25th Nordic Conference on Computational Lingustics and 11th Baltic Conference on Human Language Technologies : NoDaLiDa/Baltic-HLT 2025. Northern European Association for Language Technology

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  • The Responsible Development of Automated Student Feedback with Generative AI

    Lindsay, E., Zhang, M., Johri, A. & Bjerva, J., 22 apr. 2025, Proceedings of the IEEE Global Engineering Education Conference (EDUCON 2025): Special Session: Generative AI and Ethical Integration in Higher Education: Navigating Innovation and Responsibility. IEEE Press, 9 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • 2024

    Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning

    Singh, S., Vargus, F., D'souza, D., Karlsson, B. F., Mahendiran, A., Ko, W.-Y., Shandilya, H., Patel, J., Mataciunas, D., O'Mahony, L., Zhang, M., Hettiarachchi, R., Wilson, J., Machado, M., Souza Moura, L., Krzemiński, D., Fadaei, H., Ergün, I., Okoh, I. & Alaagib, A. & 13 flere, Mudannayake, O., Alyafeai, Z., Chien, V. M., Ruder, S., Guthikonda, S., Alghamdi, E. A., Gehrmann, S., Muennighoff, N., Bartolo, M., Kreutzer, J., Üstün, A., Fadaee, M. & Hooker, S., 2024, The 62nd Annual Meeting of the Association for Computational Linguistics . Ku, L.-W., Martins, A. F. T. & Srikumar, V. (red.). Association for Computational Linguistics, s. 11521-11567 47 s.

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    13 Citationer (Scopus)
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  • Can Humans Identify Domains?

    Barrett, M., Müller-Eberstein, M., Bassignana, E., Pauli, A. B., Zhang, M. & van der Goot, R., maj 2024, The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation. European Language Resources Association, s. 2745–2765 21 s. (Proceedings of International Conference on Computational Linguistics (COLING)).

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    1 Citationer (Scopus)
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  • Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings

    Senger, E., Zhang, M., van der Goot, R. & Plank, B., 2024, NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop. Hruschka, E., Lake, T., Otani, N. & Mitchell, T. (red.). Association for Computational Linguistics, s. 1-15 15 s. (NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    6 Citationer (Scopus)

  • Entity Linking in the Job Market Domain

    Zhang, M., van der Goot, R. & Plank, B., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024. Graham, Y., Purver, M. & Purver, M. (red.). Association for Computational Linguistics, s. 410-419 10 s. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    2 Citationer (Scopus)

  • JOBSKAPE: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching

    Magron, A., Dai, A., Zhang, M., Montariol, S. & Bosselut, A., 2024, NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop. Hruschka, E., Lake, T., Otani, N. & Mitchell, T. (red.). Association for Computational Linguistics, s. 43-58 16 s. (NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    6 Citationer (Scopus)

  • Leveraging Large Language Models for Actionable Course Evaluation Student Feedback to Lecturers

    Zhang, M., Lindsay, E., Thorbensen, F. B., Poulsen, D. B. & Bjerva, J., sep. 2024, Proceedings of the 52nd Annual Conference of the European Society for Engineering Education (SEFI). Société européenne pour la formation des ingénieurs (SEFI), s. 1089-1098

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  • NNOSE: Nearest Neighbor Occupational Skill Extraction

    Zhang, M., van der Goot, R., Kan, M. Y. & Plank, B., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (red.). Association for Computational Linguistics, s. 589-608 20 s. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Bind 1).

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    2 Citationer (Scopus)

  • Rethinking Skill Extraction in the Job Market Domain using Large Language Models

    Nguyen, K. C., Zhang, M., Montariol, S. & Bosselut, A., 2024, NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop. Hruschka, E., Lake, T., Otani, N. & Mitchell, T. (red.). Association for Computational Linguistics, s. 27-42 16 s. (NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    4 Citationer (Scopus)
  • 2023

    ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain

    Zhang, M., van der Goot, R. & Plank, B., jul. 2023, The 61st Annual Meeting of the Association for Computational Linguistics. Toronto, Canada: Association for Computational Linguistics, Bind Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). s. 11871–11890 20 s.

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    12 Citationer (Scopus)
  • 2022

    Evidence > Intuition: Transferability Estimation for Encoder Selection

    Bassignana, E., Müller-Eberstein, M., Zhang, M. & Plank, B., 7 dec. 2022, The 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022. Abu Dhabi, United Arab Emirates: Association for Computational Linguistics, s. 4218–4227

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    6 Citationer (Scopus)

  • Experimental Standards for Deep Learning in Natural Language Processing Research

    Ulmer, D., Bassignana, E., Müller-Eberstein, M., Varab, D., Zhang, M., van der Goot, R., Hardmeier, C. & Plank, B., 2022, Findings of 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP). Association for Computational Linguistics, s. 2673-2692 20 s.

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    8 Citationer (Scopus)

  • Experimental Standards for Deep Learning Research: A Natural Language Processing Perspective

    Ulmer, D. T., Bassignana, E., Müller-Eberstein, M., Varab, D., Zhang, M., Hardmeier, C. & Plank, B., 29 apr. 2022.

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  • Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning

    Zhang, M., Jensen, K. N. & Plank, B., 16 jun. 2022, 13th International Conference on Language Resources and Evaluation. European Language Resources Association, s. 436-447 11 s.

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    14 Citationer (Scopus)

  • Skill Extraction from Job Postings using Weak Supervision

    Zhang, M., Jensen, K. N., van der Goot, R. & Plank, B., 19 sep. 2022, RecSys in HR'22: The 2nd Workshop on Recommender Systems for Human Resources, in conjunction with the 16th ACM Conference on Recommender Systems, September 18--23, 2022, Seattle, USA.. CEUR-WS

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  • SKILLSPAN: Hard and Soft Skill Extraction from English Job Postings

    Zhang, M., Jensen, K. N., Sonniks, S. D. & Plank, B., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics, s. 4962-4984 23 s. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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    33 Citationer (Scopus)
  • 2021

    Cartography Active Learning

    Zhang, M. & Plank, B., 8 nov. 2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Association for Computational Linguistics, s. 395–406

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    27 Citationer (Scopus)
    57 Downloads (Pure)

  • De-identification of Privacy-related Entities in Job Postings

    Jensen, K. N., Zhang, M. & Plank, B., 21 maj 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics. Association for Computational Linguistics, s. 210-221 (Linköping Electronic Conference Proceedings; Nr. 21, Bind 178).

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