On Measuring Faithfulness or Self-consistency of Natural Language Explanations
Parcalabescu, L., Frank, A. (2024)
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) .
ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models
Kesen, I., Pedrotti, A., Dogan, M., Cafagna, M., Acikgoz, E., Parcalabescu, L., Calixto, I., Frank, A., Gatt, A., Erdem, A., Erdem, E. (2024)
arXiv preprint arXiv:2311.07022.
Graph Language Models
Plenz, M., Frank, A. (2024)
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) .
Heidelberg-Boston @ SIGTYP 2024 Shared Task: Enhancing Low-Resource Language Analysis With Character-Aware Hierarchical Transformers
Riemenschneider, F., Krahn, K. (2024)
Proceedings of the 6th Workshop on Research in Computational Linguistic Typology and Multilingual NLP, St. Julian's, Malta.
PAKT: Perspectivized Argumentation Knowledge Graph and Tool for Deliberation Analysis
Plenz, M., Heinisch, P., Frank, A., Cimiano, P. (2024)
Proceedings of the 1st International Conference on Recent Advances in Robust Argumentation Machines (RATIO-24) .
Exploring Continual Learning of Compositional Generalization in NLI
Fu, X., Frank, A. (2024)
Transactions of the Association for Computational Linguistics.
Compositional Structured Explanation Generation with Dynamic Modularized Reasoning
Fu, X., Frank, A. (2024)
Proceedings of the 13th Joint Conference on Lexical and CompuProceedings of the 13th Joint Conference on Lexical and Computational Semantics (*SEM 2024), Mexico City, Mexico.
Building Bridges. Reconstructing Implicit Information in Argumentative Texts Using Commonsense Knowledge.
Becker, M. (2024)
Mannheim.
Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?
Parcalabescu, L., Frank, A. (2024)
arXiv preprint arXiv:2404.18624.
Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting
Richter-Pechanski, P., Wiesenbach, P., Schwab, D., Kiriakou, C., Geis, N., Dieterich, C., Frank, A. (2024)
Journal of Natural Language Engineering.
Robust Argumentation Machines. First International Conference, RATIO 2024, Bielefeld, Germany, June 5–7, 2024, Proceedings
(2024)
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning
Fu, X., Frank, A. (2024)
Proceedings of Findings at EMNLP 2024, Miami, Florida, USA.
Clinical information extraction for lower-resource languages and domains with few-shot learning using pretrained language models and prompting
Richter-Pechanski, P., Wiesenbach, P., Schwab, D., Kiriakou, C., Geis, N., Dieterich, C., Frank, A. (2024)
Natural Language Processing.
SETI: Systematicity Evaluation of Textual Inference
Fu, X., Frank, A. (2023)
Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada.
SMARAGD: Learning SMatch for Accurate and Rapid Approximate Graph Distance
Opitz, J., Meier, P., Frank, A. (2023)
Proceedings of the 15th International Conference on Computational Semantics (IWCS 2023) , Nancy, France.
AMR4NLI: Interpretable and robust NLI measures from semantic graphs
Opitz, J., Wein, S., Steen, J., Frank, A., Schneider, N. (2023)
Proceedings of the 15th International Conference on Computational Semantics (IWCS 2023), Nancy, France.
MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks
Parcalabescu, L., Frank, A. (2023)
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’23), Toronto, Canada.
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks
Plenz, M., Opitz, J., Heinisch, P., Cimiano, P., Frank, A. (2023)
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Toronto, Canada.
Exploring Large Language Models for Classical Philology
Riemenschneider, F., Frank, A. (2023)
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL’23), Toronto, Canada.
Graecia capta ferum victorem cepit. Detecting Latin Allusions to Ancient Greek Literature
Riemenschneider, F., Frank, A. (2023)
Proceedings of the Ancient Language Processing Workshop, Varna, Bulgaria.
MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning
Eichenberg, C., Black, S., Weinbach, S., Parcalabescu, L., Frank, A. (2022)
Findings of EMNLP.
Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning
Erdem, E., Kuyu, M., Yagcioglu, S., Frank, A., Parcalabescu, L., Plank, B., Babii, A., Turuta, O., Erdem, A., Calixto, I., Lloret, E., Apostol, E., Truica, C., Sandrih, B., Gatt, A., Martincic-Ipsic, S., Berend, G., Korvel, G. (2022)
Journal of Artificial Intelligence Research (JAIR).
Strategies for Framing Argumentative Conclusion Generation
Heinisch, P., Frank, A., Opitz, J., Cimiano, P. (2022)
Proceedings of the 15th International Natural Language Generation Conference.
Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions
Heinisch, P., Plenz, M., Opitz, J., Frank, A., Cimiano, P. (2022)
Proceedings of the 9th Workshop on Argument Mining (ArgMining), Online and in Gyeongju, Republic of Korea.
Overview of the 2022 Validity and Novelty Prediction Shared Task
Heinisch, P., Frank, A., Opitz, J., Plenz, M., Cimiano, P. (2022)
Proceedings of the 9th Workshop on Argument Mining (ArgMining), Online and in Gyeongju, Republic of Korea.
Better Smatch = Better Parser? AMR evaluation is not so simple anymore
Opitz, J., Frank, A. (2022)
Proceedings of the 3rd Workshop on Evaluation & Comparison of NLP Systems (Eval4NLP 2022) ,co-located at AACL 2022.
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features
Opitz, J., Frank, A. (2022)
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2022), Online.
VALSE💃: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
Parcalabescu, L., Cafagna, M., Muradjan, L., Frank, A., Calixto, I., Gatt, A. (2022)
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics.
A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation – through the Lens of Semantic Similarity Rating
Zeidler, L., Opitz, J., Frank, A. (2022)
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics (*SEM).