Items where Author is "Roth, Benjamin"

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Number of items: 19.

Journal Paper

  • Cross-functional Analysis of Generalization in Behavioral Learning
    Luz de Araujo, Pedro Henrique and Roth, Benjamin Transactions of the Association for Computational Linguistics, 11. pp. 1066-1081 ISSN 2307-387X MIT Press (2023)

  • Python for Linguists
    Roth, Benjamin and Wiegand, Michael ISSN 0891-2017 (2022)

    • Paper in Conference Proceedings or in Workshop Proceedings

  • ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision
    Sedova, Anastasiia and Roth, Benjamin In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , 6-10 Dec 2023 , Singapore (2024)

  • CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs
    Thoma, Lukas and Weyers, Ivonne and Cano, Erion and Schweter, Stefan and Mueller, Jutta L and Roth, Benjamin In: Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning , 6-10 Dec 2023 , Singapore (2023)

  • Seeing through the mess: evolutionary dynamics of lexical polysemy
    Baumann, Andreas and Stephan, Andreas and Roth, Benjamin In: The 2023 Conference on Empirical Methods in Natural Language Processing , 6-10 Dec, 2023 , Singapore (2023)

  • SepLL: Separating Latent Class Labels from Weak Supervision Noise
    Stephan, Andreas and Kougia, Vasiliki and Roth, Benjamin In: Findings of the Association for Computational Linguistics: EMNLP 2022 , 7-11 Dec 2022 , Abu Dhabi, United Arab Emirates (2023)

  • Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal
    Sedova, Anastasiia and Zellinger, Lena and Roth, Benjamin In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) , 18-22 Sept 2023 , Turin, Italy (2023)

  • ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion
    Sedova, Anastasiia and Roth, Benjamin In: The 61st Annual Meeting of the Association for Computational Linguistics, 2023 , July 9-14, 2023 , Toronto, Canada (2023)

  • MemeGraphs: Linking Memes to Knowledge Graphs
    Kougia, Vasiliki and Fetzel, Simon and Kirchmair, Thomas and Çano, Erion and Baharlou, Sina Moayed and Sharifzadeh, Sahand and Roth, Benjamin In: The 17th International Conference on Document Analysis and Recognition (ICDAR 2023) , 21-26 August 2023 , San José, California, USA (2023)

  • WeaNF":" Weak Supervision with Normalizing Flows
    Stephan, Andreas and Roth, Benjamin In: 60th Annual Meeting of the Association for Computational Linguistics , May 22-27 , Dublin, Ireland (2022)

  • Checking HateCheck: a cross-functional analysis of behaviour-aware learning for hate speech detection
    Luz de Araujo, Pedro Henrique and Roth, Benjamin In: NLP Power! The First Workshop on Efficient Benchmarking in NLP , 26 May 2022 , Dublin, Ireland (2022)

  • Focused Contrastive Training for Test-based Constituency Analysis
    Roth, Benjamin and Çano, Erion In: NeurIPS 2021 Workshop: Self-Supervised Learning - Theory and Practice , Dec 14, 2021 , Sydney, Australia (2021)

  • Focused Contrastive Training for Test-based Constituency Analysis
    Roth, Benjamin and Cano, Erion In: Thirty-fifth Conference on Neural Information Processing Systems (2021), Workshop on Self-Supervised Learning , 07 Dec - 10 Dec 2021 , virtual-only (2021)

  • KnowMAN: Weakly Supervised Multinomial Adversarial Networks
    März, Luisa and Asgari, Ehsaneddin and Braune, Fabienne and Zimmermann, Franziska and Roth, Benjamin In: The 2021 Conference on Empirical Methods in Natural Language Processing , November 7-11, 2021 , Online (2021)

  • Data Centric Domain Adaptation for Historical Text with OCR Errors
    März, Luisa and Schweter, Stefan and Poerner, Nina and Roth, Benjamin and Schütze, Hinrich In: 16th International Conference on Document Analysis and Recognition ICDAR 2021 , September 5-10, 2021 , Lausanne, Switzerland (2021)

  • Knodle: Modular Weakly Supervised Learning with PyTorch
    Sedova, Anastasiia and Stephan, Andreas and Speranskaya, Marina and Roth, Benjamin In: The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) , 2-5 Aug 2021 , online (2021)

    • Technical Report

  • XPASC: Measuring Generalization in Weak Supervision by Explainability and Association
    März, Luisa and Asgari, Ehsaneddin and Braune, Fabienne and Zimmermann, Franziska and Roth, Benjamin Working Paper. arXiv (2022)

  • ReInform: Selecting paths with reinforcement learning for contextualized link prediction
    Speranskaya, Marina and Methias, Sameh and Roth, Benjamin Working Paper. arXiv (2022)

  • Topic Segmentation of Research Article Collections
    Çano, Erion and Roth, Benjamin Working Paper. Arxiv (2022)

    • This list was generated on Fri Apr 26 17:25:39 2024 CEST.
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