Data, Systems, and Robotics

Publikation

Publikationer pr. år 2007 2015 2017 2018 2020 2021 2022 2023 2024 2025

• 221 Konferencebidrag i proceedings
• 73 Tidsskriftartikel
• 23 Bidrag til bog/antologi
• 21 Konferenceartikel
• 92 Mere
  • 20 Ph.d.-afhandling
  • 18 Konferenceabstrakt til konference
  • 14 Paper
  • 8 Working paper
  • 6 Konferenceabstrakt i proceedings
  • 5 Rapport
  • 4 Patent
  • 3 Leder
  • 3 2D/3D (Fysisk produkt)
  • 3 Udgivelser på nettet - Net-publikation
  • 2 Antologi
  • 2 Andet bidrag
  • 1 Bog
  • 1 Encyclopædiartikel
  • 1 Forord/efterskrift
  • 1 Poster

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2022

  DBTest '22: 9th International Workshop on Testing Database Systems

  Rigger, M. & Tözün, P., 2022, SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022. Ives, Z., Bonifati, A. & Abbadi, A. E. (red.). Association for Computing Machinery, s. 2554-2555 2 s.

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

• Efficient Specialized Spreadsheet Parsing for Data Science

  Henze, F., Gavriilidis, H., Zacharatou, E. T. & Markl, V., 2022, Proceedings of the 24th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP) co-located with the 25th International Conference on Extending Database Technology and the 25th International Conference on Database Theory (EDBT/ICDT 2022), Edinburgh, UK, March 29, 2022. Stefanidis, K. & Golab, L. (red.). CEUR Workshop Proceedings, Bind 3130. s. 41-50 10 s. (CEUR Workshop Proceedings).

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

  Åben adgang

• 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%

• 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%

• Growth-based morphological development: a natural approach to fitness landscape shaping

  Naya, M., Faina, A. & Duro, R., 2022, Proceedings of the Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, s. 140–143

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

  Åben adgang

  Fil

  • Fitness Landscape 100%
  • Morphological Development 100%
  • Landscape Shaping 100%
  • Natural Approach 100%
  • Cognitive Development 100%

• Harnessing Growth-Based Morphological Development to Facilitate Learning ANN-Controlled Bipedal Walking

  Naya, M., Faina, A. & Duro, R., 2022, Proceedings of the International Joint Conference on Neural Networks (IJCNN). IEEE

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

  Åben adgang

  Fil

  • Artificial Neural Network 100%
  • Morphological Development 100%
  • Learning Facilitation 100%
  • Bipedal Walking 100%
  • bipedal walking 100%

• I/O interface independence with xNVMe

  Lund, S. A. F., Bonnet, P., Jensen, K. B. A. & Gonzalez, J., 2022, SYSTOR '22: The 15th ACM International Systems and Storage Conference, Haifa, Israel, June 13 - 15, 2022. Malka, M., Kolodner, H., Bellosa, F. & Gabel, M. (red.). Association for Computing Machinery, s. 108-119 12 s.

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

  Fil

• Increasing Robustness for Cross-domain Dialogue Act Classification on Social Media Data

  Vielsted, M., Wallenius, N. & van der Goot, R., okt. 2022, Proceedings of the Eighth Workshop on Noisy User-generated Text (W-NUT 2022). Association for Computational Linguistics, s. 180-193

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

  Åben adgang

  • Cross-domain 100%
  • Social Media Data 100%
  • Dialogue Act Classification 100%
  • Social Medium Data 100%
  • Natural Language Processing 50%

• In-Place Updates in Tree-Encoded Bitmaps

  Saputra, M. P., Zacharatou, E. T., Papadias, S. & Markl, V., 2022, Proceedings of the 34th International Conference on Scientific and Statistical Database Management. Association for Computing Machinery, 4 s. 18

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

  Åben adgang

  Fil

• Learning Hands-On Electronics from Home: A Simulator for Fritzing

  Faina, A., 2022, Robotics in Natural Settings: CLAWAR 2022. (Lectiure Notes in Networks and Systems; Nr. 530).

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

  Åben adgang

  Fil

  • Fritzing 100%
  • Multimeter 100%
  • Common Mistake 100%
  • Student Experience 100%
  • Robotics 50%

• MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets

  van der Goot, R., 2022, Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022). Association for Computational Linguistics, s. 1695-1703

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

  Åben adgang

  • Natural Language Processing 100%
  • Multi-task 100%
  • SemEval 100%
  • Multilingual Learning 100%
  • Semantic Dataset 100%

• Micro-architectural analysis of a learned index

  Andersen, M. M. & Tözün, P., 2022, aiDM '22: Proceedings of the Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, Philadelphia, Pennsylvania, USA, 17 June 2022. Bordawekar, R., Shmueli, O., Amsterdamer, Y., Firmani, D. & Marcus, R. (red.). Association for Computing Machinery, s. 5:1-5:12

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

• Predicting Bearings Degradation Stages for Predictive Maintenance in the Pharmaceutical Industry

  Juodelyte, D., Cheplygina, V., Graversen, T. & Bonnet, P., 2022, KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022. Zhang, A. & Rangwala, H. (red.). Association for Computing Machinery, s. 3107-3115 9 s.

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

• 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%

• 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%

• Spatio-Temporal Graph Convolutional Network for Stochastic Traffic Speed Imputation

  Muniz Cuza, C. E., Ho, N., Zacharatou, E. T., Bach Pedersen, T. & Yang, B., 2022, Proceedings of the International Conference on Advances in Geographic Information System (SIGSPATIAL). Association for Computing Machinery

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

  Åben adgang

  Fil

  • Traffic Speed 100%
  • Stochastic Traffic 100%
  • Graph Convolutional Network 100%
  • Spatiotemporal Graph 100%
  • Temporal Graph 60%

• 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%

• Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature

  Ahmed, S., van der Goot, R., Rehman, M., Kruse, C., Özsoy, Ö., Mehler, A. & Roig, G., okt. 2022, Proceedings of the 29th International Conference on Computational Linguistics. s. 3753--3768

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

  Åben adgang

  • Multi-task 100%
  • Topic Modeling 100%
  • Named Entity Recognition 100%
  • Classical Arabic 100%
  • Tafsir 100%

• The impact of multi-scale control topology on asset distribution in dynamic environments

  Zahadat, P. & Diaconscu, A., 2022, 3rd IEEE International Conference on Autonomic Computing and Self-Organizing Systems. IEEE

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

  Åben adgang

  Fil

  • Dynamic Environment 100%
  • Control Topology 100%
  • Asset Distribution 100%
  • Multi-scale Control 100%
  • Topology Control 100%

• Towards a Framework for Human-AI Interaction Patterns in Co-Creative GAN Applications

  Grabe, I., Duque, M. G. & Zhu, J., 2022, Proceeding of the 3rd Workshop on Human-AI Co-Creation with Generative Models (HAI-GEN ‘22)at ACM IUI Workshops.

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

  Åben adgang

  Fil

  • Interaction Patterns 100%
  • Co-creative 100%
  • Generative Adversarial Networks 100%
  • Network Applications 100%
  • Human-AI Interaction 100%

• Towards a Framework for Human-AI Interaction Patterns in Co-Creative GAN Applications

  Grabe, I., Duque, M. G., Risi, S. & Zhu, J., 2022, Joint Proceedings of the ACM IUI Workshops 2022, March 2022, Helsinki, Finland.

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

  Åben adgang

• Transforming Domain Models to Efficient C# for the Danish Pension Industry

  Borum, H. S. & Clausen, M. T., 2022, ACM/IEEE 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings.

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

  Åben adgang

  Fil

  • Domain Model 100%
  • Management Actions 100%
  • Pension Industry 100%
  • Action Language 100%
  • Code Generator 75%
• 2021

  A large-scale, light-weight, and soft braided robot manipulator with rapid expansion capabilities

  Støy, K., Walker, K. E., Nielsen, S. A., Ayres, P., Heinrich, M. K., Leon, D. A. & Cheheltan, A., 2021, 2021 IEEE 4th International Conference on Soft Robotics (RoboSoft). IEEE, s. 495-500 (Proceeedings, 2021 IEEE 4th International Conference on Soft Robotics (RoboSoft)).

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

  Åben adgang

  Fil

  • Manipulator 100%
  • Robot Manipulator 100%
  • Rapid Expansion 100%
  • Robot 100%
  • Glass Fiber 100%

• A Minimalistic Approach to User Group Adaptation of Robot Behaviors using Movement and Speech Analysis

  Frederiksen, M. R. & Støy, K., 8 aug. 2021, 2021 30th IEEE International Conference on Robot & Human Interactive Communication (RO-MAN). IEEE, 7 s.

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

  Åben adgang

  Fil

  • User Groups 100%
  • Physical Context 100%
  • Motion Characteristics 100%
  • Voice Characteristics 100%
  • Robot Behavior 100%

• A Survey on Security Concerns and Their Actual Solutions for using FPGAs in Cloud Computing

  Rosero, P., 2 nov. 2021, Latin America Congress on Computational Intelligence (LA-CCI). IEEE

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

  • Cloud Computing 100%
  • Security Concerns 100%
  • Security Concern 100%
  • Field Programmable Gate Arrays 100%
  • Software Vulnerability 50%

• Challenges in Annotating and Parsing Spoken, Code-switched, Frisian-Dutch Data

  Braggaar, A. & van der Goot, R., apr. 2021, Proceedings of the Second Workshop on Domain Adaptation for NLP. Association for Computational Linguistics, s. 50-58

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

  Åben adgang

  Fil

  • Dutch 100%
  • Parsing 100%
  • Treebank 100%
  • Code-switching 100%
  • Language Resource 100%

• Challenges in Generating Juice Effects For Automatically Designed Games

  Johansen, M. & Michael Cook, 11 okt. 2021, Proceedings of The 17th AAAI conference on Artificial Intelligence and Interactive Digital Entertainment. 1 udg. AAAI Press, Bind 17. s. 42-49 8 s. 10

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

  Åben adgang

  Fil

  • Juice 100%
  • Automated Game Design 100%
  • Design System 100%
  • Game Design 100%
  • System Design 66%

• CL-MoNoise: Cross-lingual Lexical Normalization

  van der Goot, R., okt. 2021, Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021). Association for Computational Linguistics, s. 510 4 s.

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

  Åben adgang

  • Cross-lingual 100%
  • Lexical Normalization 100%
  • Starting Point 100%
  • Natural Language Processing 100%
  • Capitalization 66%

• Evolving Modular Robots: Challenges and Opportunities

  Faina, A., 2021, Proceedings of the ALIFE 2021: The 2021 Conference on Artificial Life. MIT Press, 4 s.

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

  Åben adgang

  Fil

  • Modular Robots 100%
  • Robot Challenge 100%
  • Robot 100%
  • Controller 33%
  • Robotics 33%

• Exquisitor at the Lifelog Search Challenge 2021: Relationships Between Semantic Classifiers

  Khan, O. S., Duane, A., Jónsson, B. T., Zahálka, J., Rudinac, S. & Worring, M., aug. 2021, LSC '21: Proceedings of the 4th Annual on Lifelog Search Challenge. Taipei, Taiwan (virtual): Association for Computing Machinery, s. 3-6 4 s.

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

  Åben adgang

  Fil

  • Lifelog Search Challenge 100%
  • Semantic Classifier 100%
  • Image Sequence 100%
  • User Information 100%
  • Search Functionality 100%

• Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers

  Khan, O. S., Jónsson, B. T., Larsen, M. D., Poulsen, L. A. S., Koelma, D. C., Rudinac, S., Worring, M. & Zahálka, J., aug. 2021, Proceedings of the International Conference on MultiMedia Modeling (MMM). Prague, Czech Republic: Springer, s. 410-416 7 s. (Lecture Notes in Computer Science, Bind 12573).

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

  Fil

  • Exquisitor 100%
  • Temporal Constraint 100%
  • Operation Support 100%
  • Temporal Constraints 33%
  • Scalable Media 33%

• 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%

• HoRoSim, a Holistic Robot Simulator: Arduino Code, Electronic Circuits and Physics

  Faina, A., 28 apr. 2021, Proceedings of the 12th International Conference on Robotics in Education. Springer, (Advances in Intelligent Systems and Computing, Bind 1359).

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

  Åben adgang

  Fil

  • Electronic Circuit 100%
  • Arduino 100%
  • Electronic Physics 100%
  • Robot Simulator 100%
  • Robot 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%

• Impact of Interaction Strategies on User Relevance Feedback

  Khan, O. S., Jónsson, B. T., Zahálka, J., Rudinac, S. & Worring, M., aug. 2021, ICMR '21: Proceedings of the 2021 International Conference on Multimedia Retrieval. Taipei, Taiwan (virtual): Association for Computing Machinery, s. 590-598 9 s.

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

  Åben adgang

  Fil

  • User Relevance Feedback 100%
  • Interaction Strategies 100%
  • System Design 25%
  • Filter Method 25%
  • System Evaluation 25%

• Learning Bipedal Walking Through Morphological Development

  Naya, M., Faina, A. & Duro, R., 2021, Proceedings of the 16th International Conference on Hybrid Artificial Intelligence Systems. Springer, 12 s. (Lecture Notes in Computer Science).

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

  Åben adgang

  Fil

  • Morphological Development 100%
  • Bipedal Walking 100%
  • Robot 100%
  • bipedal walking 100%
  • Morphology 100%

• Lexical Normalization for Code-switched Data and its Effect on POS Tagging

  van der Goot, R. & Çetinoğlu, Ö., apr. 2021, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. Association for Computational Linguistics, s. 2352-2365 13 s.

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

  Åben adgang

  Fil

  • POS Tagging 100%
  • Lexical Normalization 100%
  • Code-switching 100%
  • Natural Language Processing 100%
  • Multiple Language 100%

• LifeMon: A MongoDB-Based Lifelog Retrieval Prototype

  Faisst, A. C. & Jónsson, B. T., aug. 2021, LSC '21: Proceedings of the 4th Annual on Lifelog Search Challenge. Taipei, Taiwan (virtual): Association for Computing Machinery, s. 75-80 6 s.

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

  Fil

  • MongoDB 100%
  • Information Retrieval 100%
  • Data Model 100%
  • Semistructured Data 50%
  • Lifelogging 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%

• Much Gracias: Semi-supervised Code-switch Detection for Spanish-English: How far can we get?

  Iliescu, D.-M., Grand, R., van der Goot, R. & Qirko, S., jun. 2021, Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching. Association for Computational Linguistics, s. 65 6 s. (Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching).

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

  Åben adgang

  Fil

  • Code-switching 100%
  • Spanish-English Bilinguals 100%
  • Training Data 100%
  • N-gram 66%
  • Natural Language Processing 50%

• 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%

• Not your Grandpa's SSD: The Era of Co-Designed Storage Devices

  Lerner, A. & Bonnet, P., 2021, SIGMOD '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021. Li, G., Li, Z., Idreos, S. & Srivastava, D. (red.). Association for Computing Machinery, s. 2852-2858 7 s.

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

  Åben adgang

  Fil

  • Storage Devices 100%
  • Solid State Drive 100%
  • Hard Disk Drive 33%
  • Computer System 33%
  • Non-expert 33%

• 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%

• On the Use of Handheld Augmented Reality for Inventory Tasks: A Study with Magazine Retailers

  Mitts, P. & Debarba, H. G., 2021, Lecture Notes in Computer Science: Human-Computer Interaction – INTERACT 2021. Springer, (Lecture Notes in Computer Science, Bind 12932).

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

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  • App Prototype 100%
  • Handheld Augmented Reality 100%
  • Retailers 100%
  • Augmented Reality 100%
  • Research Design 100%

• PhotoCube at the Lifelog Search Challenge 2021

  Shin, J., Waldau, A., Duane, A. & Jónsson, B. T., aug. 2021, LSC '21: Proceedings of the 4th Annual on Lifelog Search Challenge. Taipei, Taiwan (virtual): Association for Computing Machinery, s. 59-63 5 s.

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

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  • Lifelog Search Challenge 100%
  • Hypercube 100%
  • Retrieval System 66%
  • Information Retrieval 66%
  • Lifelogging 33%

• Player-AI Interaction: What Neural Network Games Reveal About AI as Play

  Zhu, J., Villareale, J., Javvaji, N., Risi, S., Löwe, M., Weigelt, R. & Harteveld, C., maj 2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 77

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

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  • Neural Network 100%
  • Artificial Intelligence 100%
  • Network Games 100%
  • Intelligent Interaction 62%
  • Interaction Patterns 12%

• Squeezer - A Mixed-Initiative Tool for Designing Juice Effects

  Johansen, M., Pichlmair, M. & Risi, S., 16 sep. 2021, Proceedings of The 16th International Conference on the Foundations of Digital Games (FDG) 2021 (FDG’21). Association for Computing Machinery, 11 s. 37

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

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  • Mixed-initiative 100%
  • Juice 100%
  • Squeezers 100%
  • Building Block 100%
  • Common Type 100%

• Unionized Data Governance in Virtual Power Plants: Poster

  Chemnitz, N. Ø., Bonnet, P., Shklovski, I., Watts, L. & Büttrich, S., 22 jun. 2021, Proceedings of the Twelfth ACM International Conference on Future Energy Systems: e-Energy '21. e-Energy '21 udg. New York, NY, USA: Association for Computing Machinery, s. 282-283 2 s.

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

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