Publications per year
Publications per year
- 20 results
Search results
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2024
Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency
Kougia, V., Sedova, A., Stephan, A., Zaporojets, K. & Roth, B., 2024, Proceedings of the 23rd Workshop on Biomedical Natural Language Processing. Association for Computational Linguistics (ACL), p. 72-84Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access -
Functionality learning through specification instructions
Luz de Araujo, P. H. & Roth, B., 2024, Findings of the Association for Computational Linguistics: EMNLP 2023.Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
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Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024)
Luz de Araujo, P. H. (ed.), Baumann, A. (ed.), Gromann, D. (ed.), Krenn, B. (ed.), Roth, B. (ed.) & Wiegand, M. (ed.), 2024, Association for Computational Linguistics (ACL).Publications: Book › Proceedings › Peer Reviewed
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Specification Overfitting in Artificial Intelligence
Roth, B., Luz de Araujo, P. H., Xia, Y., Kaltenbrunner, S. & Korab, C., 2024, (Accepted/In press) In: Artificial Intelligence Review.Publications: Contribution to journal › Article › Peer Reviewed
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Text-Guided Image Clustering
Stephan, A., Miklautz, L., Sidak, K., Wahle, J. P., Gipp, B., Plant, C. & Roth, B., 2024, 18th Conference of the European Chapter of the Association for Computational Linguistics .Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
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2023
ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion
Sedova, A. & Roth, B., Jul 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). p. 1853-1863Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access -
CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs
Thoma, L., Weyers, I., Çano, E., Schweter, S., Mueller, J. L. & Roth, B., 2023, The BabyLM Challenge at the 27th Conference on Computational Natural Language Learning: Proceedings of the BabyLM Challenge. Stroudsburg: Association for Computational Linguistics (ACL), p. 180-185 6 p.Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access -
CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs
Thoma, L., Weyers, I., Çano, E., Schweter, S., Mueller, J. L. & Roth, B., 2023, p. 180-185.Publications: Contribution to conference › Paper › Peer Reviewed
Open Access -
Cross-functional Analysis of Generalization in Behavioral Learning
Luz de Araujo, P. H. & Roth, B., 2023, In: Transactions of the Association for Computational Linguistics. 11, p. 1066-1081 16 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal
Sedova, A., Zellinger, L. & Roth, B., 2023.Publications: Contribution to conference › Paper › Peer Reviewed
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MemeGraphs: Linking Memes to Knowledge Graphs
Kougia, V., Fetzel, S., Kirchmair, T., Çano, E., Baharlou, S. M., Sharifzadeh, S. & Roth, B., 2023, Document Analysis and Recognition – ICDAR 2023: 17th International Conference, Proceedings. Fink, G. A., Jain, R., Kise, K. & Zanibbi, R. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 534-551 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14187 LNCS).Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
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Seeing through the mess: evolutionary dynamics of lexical polysemy
Baumann, A., Stephan, A. & Roth, B., 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. p. 8745–8762Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
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ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision
Sedova, A. & Roth, B., Dec 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. p. 4162-4176 15 p.Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access -
2022
Checking HateCheck: a cross-functional analysis of behaviour-aware learning for hate speech detection
Luz de Araujo, P. H. & Roth, B., 2022, Proceedings of NLP Power! The First Workshop on Efficient Benchmarking in NLP. Dublin, Ireland: Association for Computational Linguistics (ACL), p. 75-83 9 p.Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access -
SepLL: Separating Latent Class Labels from Weak Supervision Noise
Stephan, A., Kougia, V. & Roth, B., Dec 2022, Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates. Association for Computational Linguistics (ACL)Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
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Topic Segmentation of Research Article Collections
Çano, E. & Roth, B., 18 May 2022.Publications: Contribution to conference › Paper
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WeaNF: Weak Supervision with Normalizing Flows
Stephan, A. & Roth, B., May 2022, The 7th Workshop on Representation Learning for NLP - proceedings of the workshop : May 26, 2022, Dublin, Ireland: RepL4NLP 2022. Dublin: Association for Computational Linguistics (ACL), p. 269-279 11 p.Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access -
2021
Focused Contrastive Training for Test-based Constituency Analysis
Roth, B. & Çano, E., 14 Dec 2021.Publications: Contribution to conference › Paper › Peer Reviewed
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Knodle: Modular Weakly Supervised Learning with PyTorch
Sedova, A., Stephan, A., Roth, B. & Speranskaya, M., Aug 2021, The 6th Workshop on Representation Learning for NLP - proceedings of the workshop : August 6, 2021, Bangkok, Thailand (online) : RepL4NLP 2021. Rogers, A. (ed.). Stroudsburg, PA: Association for Computational Linguistics (ACL), p. 100-101Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access -
Python for Linguists: By Michael Hammond ( University of Arizona). Cambridge University Press, 2020, 310 pp; paperback, ISBN 9781108737074
Roth, B. & Wiegand, M., 2021, Computational Linguistics, 47, 1, p. 217-220 4 p.Publications: Other contribution to periodical › Book/Film/Event review
Open Access