2025
Interpretable Text Embeddings and Text Similarity Explanation: A Primer.
CoRR, February, 2025
Sentence Smith: Formally Controllable Text Transformation and its Application to Evaluation of Text Embedding Models.
CoRR, February, 2025
Adapting Multilingual Embedding Models to Historical Luxembourgish.
CoRR, February, 2025
PARAPHRASUS: A Comprehensive Benchmark for Evaluating Paraphrase Detection Models.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
2024
Metrics of Graph-Based Meaning Representations with Applications from Parsing Evaluation to Explainable NLG Evaluation and Semantic Search.
PhD thesis, 2024
A Closer Look at Classification Evaluation Metrics and a Critical Reflection of Common Evaluation Practice.
Trans. Assoc. Comput. Linguistics, 2024
Natural Language Processing RELIES on Linguistics.
CoRR, 2024
A Survey of Meaning Representations - From Theory to Practical Utility.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
On the Role of Summary Content Units in Text Summarization Evaluation.
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Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024
A Survey of AMR Applications.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Schroedinger's Threshold: When the AUC Doesn't Predict Accuracy.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2023
Gzip versus bag-of-words for text classification with KNN.
CoRR, 2023
AMR4NLI: Interpretable and robust NLI measures from semantic graphs.
CoRR, 2023
The Eval4NLP 2023 Shared Task on Prompting Large Language Models as Explainable Metrics.
Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems, 2023
SMATCH++: Standardized and Extended Evaluation of Semantic Graphs.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable AMR Meaning Features.
CoRR, 2022
SMARAGD: Synthesized sMatch for Accurate and Rapid AMR Graph Distance.
CoRR, 2022
A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation - through the Lens of Semantic Similarity Rating.
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, 2022
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features.
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, 2022
Better Smatch = Better Parser? AMR evaluation is not so simple anymore.
Proceedings of the 3rd Workshop on Evaluation and Comparison of NLP Systems, 2022
Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions.
Proceedings of the 9th Workshop on Argument Mining, 2022
Overview of the 2022 Validity and Novelty Prediction Shared Task.
Proceedings of the 9th Workshop on Argument Mining, 2022
2021
Weisfeiler-Leman in the Bamboo: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity.
Trans. Assoc. Comput. Linguistics, 2021
Translate, then Parse! A strong baseline for Cross-Lingual AMR Parsing.
CoRR, 2021
Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Explainable Unsupervised Argument Similarity Rating with Abstract Meaning Representation and Conclusion Generation.
Proceedings of the 8th Workshop on Argument Mining, 2021
2020
AMR Similarity Metrics from Principles.
Trans. Assoc. Comput. Linguistics, 2020
Explaining Arguments with Background Knowledge.
Datenbank-Spektrum, 2020
AMR Quality Rating with a Lightweight CNN.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020
Argumentative Relation Classification with Background Knowledge.
Proceedings of the Computational Models of Argument, 2020
Automatic Creation of a Large-Scale Tempo-Spatial and Semantic Medieval European Information System.
Proceedings of the Workshop on Computational Humanities Research (CHR 2020), 2020
2019
An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling.
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019
Automatic Accuracy Prediction for AMR Parsing.
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019
Towards Explaining Natural Language Arguments with Background Knowledge.
Proceedings of the Joint Proceedings of the 6th International Workshop on Dataset PROFlLing and Search & the 1st Workshop on Semantic Explainability co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019
Exploiting Background Knowledge for Argumentative Relation Classification.
Proceedings of the 2nd Conference on Language, Data and Knowledge, 2019
Argumentative Relation Classification as Plausibility Ranking.
Proceedings of the 15th Conference on Natural Language Processing, 2019
Automatic Reconstruction of Emperor Itineraries from the Regesta Imperii.
Proceedings of the 3rd International Conference on Digital Access to Textual Cultural Heritage, 2019
Dissecting Content and Context in Argumentative Relation Analysis.
Proceedings of the 6th Workshop on Argument Mining, ArgMining@ACL 2019, Florence, Italy, 2019
2018
Induction of a Large-Scale Knowledge Graph from the Regesta Imperii.
Proceedings of the Second Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, 2018
2017
A Mention-Ranking Model for Abstract Anaphora Resolution.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
2016
Using Linear Classifiers for the Automatic Triage of Posts in the 2016 CLPsych Shared Task.
Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016
Deriving Players & Themes in the Regesta Imperii using SVMs and Neural Networks.
Proceedings of the 10th SIGHUM Workshop on Language Technology for Cultural Heritage, 2016