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Publications

Displaying results 1 to 10 of 14374.
  1. CLoRA: Parameter-Efficient Continual Learning with Low-Rank Adaptation

    In: Proceedings of Machine Learning Research (PMLR). Conference on Lifelong Learning Agents (CoLLAs-2025), August 11-14, Philadelphia, PA, USA, PMLR, 2025.

  2. Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages

    In: Jin Zhao; Mingyang Wang; Zhu Liu (Hrsg.). Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop). ACL Student Research Workshop (ACL-IJCNLP-SRW-2025), 63rd Annual Meeting of the Association for Computational Linguistics - Student Research Workshop, located at ACL-SRW-2025, July 27 - August 1, Vienna, Austria, Pages 355-395, Vol. 4, Association for Computational Linguistics, 2025.

  3. Building Common Ground in Dialogue: A Survey

    In: Proceedings of the Second LUHME Workshop. Workshop on Language Understanding in the Human-Machine Era (LUHME-2025), located at ECAI-2025, October 26, Bologna, Italy, Association for Computational Linguistics, 10/2025.

  4. Julian Alexander Ruben Schlenker; Jenny Kunz; Tatiana Anikina; Günter Neumann; Simon Ostermann

    Only for the Unseen Languages, Say the Llamas: On the Efficacy of Language Adapters for Cross-lingual Transfer in English-centric LLMs

    In: Proceedings of the 63st Annual Meeting of the Association for Computational Linguistics (Student Research Workshop). ACL Student Research Workshop (ACL-IJCNLP-SRW-2025), located at ACL, July 27 - August 1, Vienna, Austria, Association for Computational Linguistics, 7/2025.

  5. Cross-Lingual Fact Verification: Analyzing LLMs Performance Patterns Across Languages

    In: Recent Advanced in Natural Language Processing. International Conference on Recent Advances in Natural Language Processing (RANLP-2025), September 8-10, Varna, Bulgaria, Association for Computational Linguistics, 9/2025.

  6. When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification

    In: Proceedings of the Eighth Fact Extraction and VERification Workshop (FEVER). Workshop on Fact Extraction and Verification (FEVER-2025), located at ACL, July 31, Vienna, Austria, Association for Computational Linguistics, 7/2025.

  7. Tatiana Anikina; Ivan Vykopal; Sebastian Kula; Ravi Kiran Chikkala; Natalia Skachkova; Jing Yang; Veronika Solopova; Vera Schmitt; Simon Ostermann

    dfkinit2b at CheckThat! 2025: Leveraging LLMs and Ensemble of Methods for Multilingual Claim Normalization

    In: CLEF 2025 Working Notes. Conference and Labs of the Evaluation Forum (CLEF-2025), Information Access Evaluation meets Multilinguality, Multimodality, and Visualization, September 9-12, Madrid, Spain, CEUR Workshop Proceedings, 9/2025.

  8. Hamraz Javaheri; Omid Ghamarnejad; Paul Lukowicz; Gregor Alexander Stavrou; Jakob Karolus

    LLMs Enable Context-Aware Augmented Reality in Surgical Navigation

    In: ACM Designing Interactive Systems Conference (DIS) 2025. ACM Designing Interactive Systems (DIS-2025), July 5-9, ACM, 2025.

  9. Francisco José Martínez-Peral; Jorge Borrell Mendez; Dennis Mronga; José Vicente Segura-Heras; Carlos Perez-Vidal

    Trajectory planning system for bimanual robots: Achieving efficient collision-free manipulation

    In: Robotics and Autonomous Systems (RAS), Elsevier, 2025.

  10. Spectral Occlusion - Attribution Beyond Spatial Relevance Heatmaps

    In: World Conference on Explainable Artificial Intelligence. xAI: World Conference on Explainable Artificial Intelligence (xAI-2025), July 9-11, Istanbul, Turkey, Springer Nature Switzerland, Cham, Switzerland, 2025.