Barbara Plank

Publikation

Publikationer pr. år 2018 2018 2019 2020 2021 2022 2023 2024

• 66 Konferencebidrag i proceedings
• 3 Andet bidrag
• 1 Antologi
• 1 Rapport
• 4 Mere
  • 1 Bidrag til bog/antologi
  • 1 Konferenceabstrakt til konference
  • 1 Paper
  • 1 Tidsskriftartikel

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 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, s. 1–15 15 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Deep Learning Methods 100%
  • Job Postings 100%
  • Skill Classification 100%
  • Skill Extraction 100%
  • Job Market Analysis 100%

• 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. (red.). St. Julians, Malta: Association for Computational Linguistics, s. 216-221 6 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  • Natural Language Processing 100%
  • Annotation 100%
  • Annotation Tool 100%
  • Separated File 33%
  • Single Support 33%

• 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, s. 410–419

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Job Market 100%
  • Entity Linking 100%
  • High Performance 25%
  • Natural Language Processing 25%
  • Wikipedia 25%

• 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), s. 8301-8306 6 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Relation Classification 100%
  • Domain Information 100%
  • High Performance 33%
  • Training Data 33%
  • Part-of 33%

• 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, s. 589–608

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Nearest Neighbor 100%
  • Skill Extraction 100%
  • Performance Gain 100%
  • Language Modeling 100%
  • Information Retrieval 100%

• 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 maj 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. (red.). Torino, Italia: ELRA and ICCL, s. 14898-14915 18 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang
• 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.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Job Market 100%
  • Language Modeling 100%
  • Professional Occupations 100%
  • XLM-R 66%
  • Natural Language Processing 50%

• 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, s. 193-203 10 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Trustworthiness 100%
  • Natural Language Processing 100%
  • Evaluation Model 100%
  • Evaluation Protocol 100%
  • Large Language Models 100%

• 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., maj 2023, Tenth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2023). Association for Computational Linguistics, s. 251-261 10 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Evaluation Campaign 100%
  • Similar Languages 100%
  • Language Variety 100%
  • Shared Task 66%
  • Language Variation 66%

• 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, s. 9558–9576

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Dissonance 100%
  • Legal NLP 100%
  • Case Study 100%
  • Granularity 100%
  • Classification Models 100%

• 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, s. 80 - 85

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Relation Extraction 100%
  • Multi-domain Dataset 100%
  • English (Language) 100%
  • Baseline Model 100%
  • Sanity 33%

• 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, Bind 26. s. 266-281 16 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Parser 100%
  • Language Space 100%
  • Syntactics 100%
  • Parsing 100%
  • Related Language 100%

• 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, s. 6984 - 6993

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Cross-domain 100%
  • Relation Extraction 100%
  • Syntactics 100%
  • Syntactic Relation 100%
  • Annotated Dataset 50%

• 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, s. 13190-13208

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Training Model 100%
  • Information Sharing 100%
  • Language Model 100%
  • Linguistic Information 100%
  • Share Information 100%

• 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, s. 14349–14371 22 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Natural Language Generation 100%
  • Production Variability 100%
  • Generation System 100%
  • Multiple Sample 100%
  • Input Multiple 100%
• 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, Bind Findings of the Association for Computational Linguistics: EMNLP 2022. s. 3592–3604 13 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Cross-domain 100%
  • Relation Extraction 100%
  • Annotation 100%
  • Metadata 66%
  • Current Relation 33%

• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Encoder 100%
  • Language Model 100%
  • Language Modeling 100%
  • Natural Language Processing 60%
  • Computer Vision 20%

• 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 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Natural Language Processing 100%
  • Deep Learning 100%
  • Deep Learning Method 100%
  • Explosive Growth 33%
  • Public Repositories 33%

• 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.

  Publikation: Konferencebidrag - EJ publiceret i proceeding eller tidsskrift › Paper › Forskning › peer review

  Åben adgang

  Fil

  • Natural Language Processing 100%
  • Deep Learning 100%
  • Learning Research 100%
  • Deep Learning Method 100%
  • Deep Learning Methods 33%

• 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. s. 1418-1427

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Performance Improvement 100%
  • Low-resource 100%
  • Segment Embeddings 100%
  • BERT Embeddings 100%
  • Bidirectional Encoder Representations From Transformers 100%

• 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), s. 436-447 11 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Danish 100%
  • Learning Transfer 100%
  • Job Posting 100%
  • Danish Language 33%
  • Professional Occupations 33%

• 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 Press

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Number of Citations 100%
  • Spatial-temporal Graph Neural Network 100%
  • Citation Count Prediction 100%
  • Citation Count 100%
  • Graph Neural Network 100%

• 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, s. 7711-7726

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Natural Language Processing 100%
  • Linear Probe 100%
  • Parser 100%
  • Dependency Tree 100%
  • dependency parse 100%

• 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 Workshop Proceedings

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Job Postings 100%
  • Unsupervised Learning 100%
  • Skill Extraction 100%
  • Professional Occupations 100%
  • Job Posting 100%

• 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 Linguistics

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

• 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, s. 1296-1307

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Language Model 100%
  • Model Ranking 100%
  • Language Modeling 100%
  • Parser 50%
  • Order of Magnitude 25%

• 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, s. 7730-7741

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Spectral Profile 100%
  • Subword 50%
  • Contextual Embeddings 50%
  • Frequency Filtering 50%
  • Granular Analysis 50%

• 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, Bind Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop. s. 67–83 17 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Scientific Relations 100%
  • Relation Extraction 100%
  • Relation Classification 100%
  • Annotation 100%
  • Subdomains 50%
• 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, s. 2591–2597

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Multi-task Learning 100%
  • Inter-annotator Agreement 100%
  • Soft Labels 100%
  • Multitask Learning 100%
  • Neural Network 100%

• 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

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Active Learning 100%
  • Popular Texts 16%
  • Active Learning Algorithm 16%
  • Learning Algorithm 10%
  • Training Data 10%

• Cross-Lingual Cross-Domain Nested Named Entity Evaluation on English Web Texts

  Plank, B., 2021, Findings of ACL 2021. Association for Computational Linguistics, s. 1808 1815 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Cross-domain 100%
  • Cross-lingual 100%
  • Nested Entities 100%
  • Web Text 100%
  • Nested Named Entity Recognition 100%

• 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 sep. 2021.

  Publikation: Konferencebidrag - EJ publiceret i proceeding eller tidsskrift › Konferenceabstrakt til konference › Forskning › peer review

  Åben adgang

  • Multitask Learning 100%
  • Annotation 100%
  • Machine Translation 100%
  • Zero-shot 100%
  • Digital Assistant 100%

• 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).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Privacy Preserving 100%
  • Multitask Learning 100%
  • Personal Data 100%
  • Long Short-Term Memory Network 100%
  • e-Mail 100%

• 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, s. 11–19

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Tweets 100%
  • COVID-19 100%
  • Convolutional Neural Network 100%
  • Starting Point 50%
  • Balanced Data 50%

• 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 Linguistics

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Natural Language Processing 100%
  • Wood 100%
  • Deep Natural Language Processing 100%
  • Deep Learning Method 100%
  • Teaching Materials 50%

• 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 Linguistics

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Non-English 100%
  • Auxiliary Task 100%
  • Masked Language Model 100%
  • Language Understanding 100%
  • Spoken Language 100%

• 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, s. 4786-4802

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Cross-lingual 100%
  • Dependency Parsing 100%
  • Unsupervised Learning 100%
  • Data Selection 100%
  • dependency parse 100%

• 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, s. 69-85

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Universal Dependencies 100%
  • Instance Level 100%
  • Treebank 80%
  • Annotation 50%
  • Varying Degree 50%

• "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 Linguistics

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Neural Network 100%
  • TV 100%
  • English 100%
  • Dialog System 100%
  • Convolutional Neural Network 100%

• Learning from Disagreement: A Survey

  Uma, A., Fornaciari, T., Hovy, D., Paun, S., Plank, B. & Poesio, M., 27 dec. 2021, I: The Journal of Artificial Intelligence Research. 72, s. 1385-1470

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  • Natural Language Processing 100%
  • Soft Labels 100%
  • Learning from Disagreement 100%
  • Computer Vision 50%
  • Artificial Intelligence 50%

• 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, s. 176-197

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Natural Language Processing 100%
  • Multi-task Learning 100%
  • Contextual Embeddings 100%
  • NLP. 100%
  • Multitask Learning 100%

• 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, s. 493–509 16 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Shared Task 100%
  • Lexical Normalization 100%
  • Parts Of Speech Tagging 100%
  • Parsing 100%
  • Part-of 50%

• 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, s. 183–194

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Performance Increase 100%
  • Parsing 100%
  • Lemmatization 100%
  • Data Source 100%
  • Heterogeneous Data Sources 33%

• 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.

  Publikation: Andet › Andet bidrag › Forskning

• 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, s. 63–69

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

• 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, s. 15-21

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Natural Language Processing 100%
  • Machine Translation 100%
  • Annotator 100%
  • End-to-end Task 100%
  • Evaluation Practice 100%
• 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 Press

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Annotation 100%
  • Crowdsourced Annotations 100%
  • Effective Method 50%
  • Artificial Intelligence 50%
  • Computer Vision 50%

• 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 Linguistics

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Sequence Labeling 100%
  • Biomedical Event Extraction 100%
  • Event Extraction 100%
  • Multi-task Learning 16%
  • Viable Approach 16%

• 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 Linguistics

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Knowledge Base 100%
  • Humor 100%
  • Handcrafted Features 100%
  • SemEval 100%
  • Feature Knowledge 100%

• Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction

  Ramponi, A., Plank, B. & Lombardo, R., maj 2020, Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC 2020). European Language Resources Association, s. 1975 1982 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

  • Edge Detection 100%
  • Biomedical Event Extraction 100%
  • Event Extraction 100%
  • Cross-domain 25%
  • Event Structure 25%