Research output per year
Research output per year
- 1 - 50 out of 75 results
Search results
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2024
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., Mar 2024, 1st Workshop on Natural Language Processing for Human Resources. Association for Computational Linguistics, p. 1–15 15 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
EEVEE: An Easy Annotation Tool for Natural Language Processing
Sorensen, A., Peng, S., Plank, B. & Van Der Goot, R., 1 Mar 2024, Proceedings of The 18th Linguistic Annotation Workshop (LAW-XVIII). Henning, S. & Stede, M. (eds.). St. Julians, Malta: Association for Computational Linguistics, p. 216-221 6 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Entity Linking in the Job Market Domain
Zhang, M., van der Goot, R. & Plank, B., Mar 2024, The 18th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, p. 410–419Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
How to Encode Domain Information in Relation Classification
Bassignana, E., Unmack Gascou, V., Nøhr Laustsen, F., Kristensen, G., Haahr Petersen, M., van der Goot, R. & Plank, B., 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). European Language Resources Association (ELRA), p. 8301-8306 6 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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NNOSE: Nearest Neighbor Occupational Skill Extraction
Zhang, M., van der Goot, R., Kan, M.-Y. & Plank, B., Mar 2024, The 18th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, p. 589–608Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants
Winkler, M., Juozapaityte, V., van der Goot, R. & Plank, B., 1 May 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). Torino, Italia: ELRA and ICCL, p. 14898-14915 18 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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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, Vol. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). p. 11871–11890 20 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Establishing Trustworthiness: Rethinking Tasks and Model Evaluation
Litschko, R., Müller-Eberstein, M., van der Goot, R., Weber-Genzel, L. & Plank, B., 6 Dec 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Singapore: Association for Computational Linguistics, p. 193-203 10 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Findings of the VarDial Evaluation Campaign 2023
Aepli, N., Çöltekin, Ç., van der Goot, R., Jauhiainen, T., Kazzaz, M., Ljubešic, N., North, K., Plank, B., Scherrer, Y. & Zampieri, M., May 2023, Tenth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2023). Association for Computational Linguistics, p. 251-261 10 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification
Xu, S., T.y.s.s, S., Ichim, O., Risini, I., Plank, B. & Grabmaier, M., Dec 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, p. 9558–9576Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction
Bassignana, E., Ginter, F., Pyysalo, S., van der Goot, R. & Plank, B., 2023, Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa. University of Tartu Library, p. 80 - 85Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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On Language Spaces, Scales and Cross-Lingual Transfer of UD Parsers
Samardžić, T., Gutierrez-Vasques, X., van der Goot, R., Müller-Eberstein, M., Pelloni, O. & Plank, B., Dec 2023, Proceedings of the 26th Conference on Computational Natural Language Learning (CoNLL). Association for Computational Linguistics, Vol. 26. p. 266-281 16 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Silver Syntax Pre-training for Cross-Domain Relation Extraction
Bassignana, E., Ginter, F., Pyysalo, S., van der Goot, R. & Plank, B., 2023, Findings of the Association for Computational Linguistics: ACL 2023. Association for Computational Linguistics, p. 6984 - 6993Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training
Müller-Eberstein, M., van der Goot, R., Plank, B. & Titov, I., 6 Dec 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Singapore: Association for Computational Linguistics, p. 13190-13208Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability
Giulianelli, M., Baan, J., Aziz, W., Fernandez, R. & Plank, B., Dec 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Singapore: Association for Computational Linguistics, p. 14349–14371 22 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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2022
CrossRE: A Cross-Domain Dataset for Relation Extraction
Bassignana, E. & Plank, B., 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Association for Computational Linguistics, Vol. Findings of the Association for Computational Linguistics: EMNLP 2022. p. 3592–3604 13 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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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, p. 4218–4227Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Experimental Standards for Deep Learning in Natural Language Processing Research
Ulmer, D. T., Bassignana, E., Müller-Eberstein, M., Varab, D., Zhang, M., van der Goot, R., Hardmeier, C. & Plank, B., 7 Dec 2022, Findings of 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP). 20 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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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.Research output: Contribution to conference - NOT published in proceeding or journal › Paper › Research › peer-review
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Frustratingly Easy Performance Improvements for Low-resource Setups: A Tale on BERT and Segment Embeddings
van der Goot, R., Müller-Eberstein, M. & Plank, B., 2022, Proceedings of the Language Resources and Evaluation Conference. p. 1418-1427Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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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 (ELRA), p. 436-447 11 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Longitudinal Citation Prediction using Temporal Graph Neural Networks
Nugaard Holm, A., Plank, B., Wright, D. & Augenstein, I., 2022, AAAI 2022 Workshop on Scientific Document Understanding (SDU 2022). AAAI PressResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Probing for Labeled Dependency Trees
Müller-Eberstein, M., van der Goot, R. & Plank, B., 2022, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics, p. 7711-7726Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Skill Extraction from Job Postings using Weak Supervision
Zhang, M., Jensen, K. N., van der Goot, R. & Plank, B., 19 Sept 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 Workshop ProceedingsResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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SkillSpan: Hard and Soft Skill Extraction from English Job Postings
Zhang, M., Jensen, K. N., Sonniks, S. D. & Plank, B., 9 Jul 2022, 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics. Association for Computational LinguisticsResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Sort by Structure: Language Model Ranking as Dependency Probing
Müller-Eberstein, M., van der Goot, R. & Plank, B., 2022, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Association for Computational Linguistics, p. 1296-1307Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Spectral Probing
Müller-Eberstein, M., van der Goot, R. & Plank, B., Dec 2022, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. Abu Dhabi, United Arab Emirates: Association for Computational Linguistics, p. 7730-7741Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification
Bassignana, E. & Plank, B., 2022, The 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop. Dublin, Ireland: Association for Computational Linguistics, Vol. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop. p. 67–83 17 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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2021
Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning
Fornaciari, T., Uma, A., Paun, S., Plank, B., Hovy, D. & Poesio, M., 2021, Proceedings of NAACL. Association for Computational Linguistics, p. 2591–2597Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Cartography Active Learning
Zhang, M. & Plank, B., 8 Nov 2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Association for Computational Linguistics, p. 395–406Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Cross-Lingual Cross-Domain Nested Named Entity Evaluation on English Web Texts
Plank, B., 2021, Findings of ACL 2021. Association for Computational Linguistics, p. 1808 1815 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Cross-lingual Multi-task Transfer for Zero-shot Task-oriented Dialog
van der Goot, R., Stepanovic, M., Ramponi, A., Sharaf, I., Üstün, A., Imankulova, A., Khairunnisa, S. O., Komachi, M. & Plank, B., 25 Sept 2021.Research output: Contribution to conference - NOT published in proceeding or journal › Conference abstract for conference › Research › peer-review
Open Access -
De-identification of Privacy-related Entities in Job Postings
Jensen, K. N., Zhang, M. & Plank, B., 21 May 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics. Association for Computational Linguistics, p. 210-221 (Linköping Electronic Conference Proceedings; No. 21, Vol. 178).Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Finding the needle in a haystack: Extraction of Informative COVID-19 Danish Tweets
Olsen, B. A. & Plank, B., 2021, Proceedings of the 2021 EMNLP Workshop W-NUT: The Seventh Workshop on Noisy User-generated Text. Association for Computational Linguistics, p. 11–19Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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From back to the roots into the gated woods: Deep learning for NLP
Plank, B., Jun 2021, TeachNLP workshop at NAACL 2021. Association for Computational LinguisticsResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding
van der Goot, R., Sharaf, I., Imankulova, A., Üstün, A., Stepanovic, M., Ramponi, A., Khairunnisa, S. O., Komachi, M. & Plank, B., 2021, Proceedings of NAACL. Association for Computational LinguisticsResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Genre as Weak Supervision for Cross-lingual Dependency Parsing
Müller-Eberstein, M., van der Goot, R. & Plank, B., Nov 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Online and Punta Cana, Dominican Republic: Association for Computational Linguistics, p. 4786-4802Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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How Universal is Genre in Universal Dependencies?
Müller-Eberstein, M., van der Goot, R. & Plank, B., Dec 2021, Proceedings of the 20th International Workshop on Treebanks and Linguistic Theories (TLT, SyntaxFest 2021). Sofia, Bulgaria: Association for Computational Linguistics, p. 69-85Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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"I’ll be there for you": The One with Understanding Indirect Answers
Damgaard, C., Toborek, P., Eriksen, T. & Plank, B., 2021, The Second Workshop on Computational Approaches to Discourse. Association for Computational LinguisticsResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Learning from Disagreement: A Survey
Uma, A., Fornaciari, T., Hovy, D., Paun, S., Plank, B. & Poesio, M., 27 Dec 2021, In: The Journal of Artificial Intelligence Research. 72, p. 1385-1470Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
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Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP
van der Goot, R., Üstün, A., Ramponi, A., Sharaf, I. & Plank, B., 2021, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. Association for Computational Linguistics, p. 176-197Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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MultiLexNorm: A Shared Task on Multilingual Lexical Normalization
van der Goot, R., Ramponi, A., Zubiaga, A., Plank, B., Muller, B., San Vicente Roncal, I., Ljubešic´, N., Çetinoğlu, Ö., Mahendra, R., Çolakoglu, T., Baldwin, T., Caselli, T. & Sidorenko, W., Nov 2021, Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021). Association for Computational Linguistics, p. 493–509 16 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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On the Effectiveness of Dataset Embeddings in Mono-lingual, Multi-lingual and Zero-shot Conditions
van der Goot, R., Üstün, A. & Plank, B., Apr 2021, Proceedings of the Second Workshop on Domain Adaptation for NLP: EACL 2021 workshop. Association for Computational Linguistics, p. 183–194Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Proceedings of the Second Workshop on Domain Adaptation for NLP
Ben-David, E., Cohen, S., McDonald, R., Plank, B., Reichert, R. & Ziser, Y., 2021, Association for Computational Linguistics.Research output: Other contribution › Research
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Resources and Evaluations for Danish Entity Resolution
Barrett, M. J., Lam, H., Wu, M., Lacroix, O., Plank, B. & Søgaard, A., 2021, Fourth Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC). Association for Computational Linguistics, p. 63–69Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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We Need to Consider Disagreement in Evaluation
Basile, V., Fell, M., Fornaciari, T., Hovy, D., Paun, S., Plank, B., Poesio, M. & Uma, A., 2021, ACL-IJCNLP2021 Workshop on Benchmarking: Past, Present and Future. Association for Computational Linguistics, p. 15-21Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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2020
A Case for Soft Loss Functions
Uma, A., Fornaciari, T., Hovy, D., Paun, S., Plank, B. & Poesio, M., 2020, Proceedings of the eighth AAAI Conference on Human Computation and Crowdsourcing . AAAI PressResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Biomedical Event Extraction as Sequence Labeling
Ramponi, A., van der Goot, R., Lombardo, R. & Plank, B., Nov 2020, Conference on Empirical Methods in Natural Language Processing. Association for Computational LinguisticsResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Buhscitu at SemEvaL-2020 Task 7: Assessing Humour in Edited News Headlines using Hand-Crafted Features and Online Knowledge Bases
Jensen, K. N., Filrup Rasmussen, N., Wang, T., Placenti, M. & Plank, B., 2020, SemEval. Association for Computational LinguisticsResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction
Ramponi, A., Plank, B. & Lombardo, R., May 2020, Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC 2020). European Language Resources Association, p. 1975 1982 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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