2023

• Opitz, J., Wein, S., Steen, J., Frank, A., and Schneider, N. (2023):
  AMR4NLI: Interpretable and robust NLI measures from semantic graphs. Proceedings of the 15th International Conference on Computational Semantics (IWCS 2023), Association for Computational Linguistics. [ bib | http ]

@incollection{opitzetal:2023a,
    author = "Opitz, Juri and Wein, Shira and Steen, Julius and Frank, Anette and Schneider, Nathan",
    title = "{AMR4NLI: Interpretable and robust NLI measures from semantic graphs}",
    year = "2023",
    url = "https://arxiv.org/abs/2306.00936",
    note = "",
    publisher = "Association for Computational Linguistics",
    booktitle = "Proceedings of the 15th International Conference on Computational Semantics (IWCS 2023)",
    address = "Nancy, France"
}

      

Schließen
• Opitz, J., Meier, P., and Frank, A. (2023):
  SMARAGD: Learning SMatch for Accurate and Rapid Approximate Graph Distance. Proceedings of the 15th International Conference on Computational Semantics (IWCS 2023), Association for Computational Linguistics. [ bib | http ]

@incollection{opitzetal:2023b,
    author = "Opitz, Juri and Meier, Philipp and Frank, Anette",
    title = "{SMARAGD: Learning SMatch for Accurate and Rapid Approximate Graph Distance}",
    year = "2023",
    url = "https://arxiv.org/abs/2203.13226",
    note = "",
    publisher = "Association for Computational Linguistics",
    booktitle = "Proceedings of the 15th International Conference on Computational Semantics (IWCS 2023) ",
    address = "Nancy, France"
}

    

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• Plenz, M., Opitz, J., Heinisch, P., Cimiano, P., and Frank, A. (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), Association for Computational Linguistics. [ bib | http | code ]

@incollection{plenzetal:2023,
    author = "Plenz, Moritz and Opitz, Juri and Heinisch, Philipp and Cimiano, Philipp and Frank, Anette",
    title = "{Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks}",
    year = "2023",
    url = "https://aclanthology.org/2023.acl-long.338/",
    note = "",
    code = "https://github.com/Heidelberg-NLP/CCKG",
    from_page = "6130",
    to_page = "6158",
    publisher = "Association for Computational Linguistics",
    booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
    address = "Toronto, Canada"
}

    

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2022

• Heinisch, P., Frank, A., Opitz, J., and Cimiano, P. (2022):
  Strategies for Framing Argumentative Conclusion Generation. Proceedings of the 15th International Natural Language Generation Conference, Association for Computational Linguistics. [ bib | http ]

@inproceedings{heinischetal:2022a,
    author = "Heinisch, Philipp and Frank, Anette and Opitz, Juri and Cimiano, Philipp",
    title = "{Strategies for Framing Argumentative Conclusion Generation}",
    year = "2022",
    url = "https://philippheinisch.de/info/NLGconclusionFraming.pdf",
    booktitle = "Proceedings of the 15th International Natural Language Generation Conference",
    publisher = "Association for Computational Linguistics"
}

      

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• Heinisch, P., Plenz, M., Opitz, J., Frank, A., and Cimiano, P. (2022):
  Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions. Proceedings of the 9th Workshop on Argument Mining (ArgMining), Online and in Gyeongju, Republic of Korea, International Conference on Computational Linguistics. [ bib | http ]

@inproceedings{heinischetal:2022b,
    author = "Heinisch, Philipp and Plenz, Moritz and Opitz, Juri and Frank, Anette and Cimiano, Philipp",
    title = "{Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions}",
    year = "2022",
    url = "https://aclanthology.org/2022.argmining-1.2",
    from_page = "19",
    to_page = "33",
    booktitle = "Proceedings of the 9th Workshop on Argument Mining (ArgMining)",
    publisher = "International Conference on Computational Linguistics",
    address = "Online and in Gyeongju, Republic of Korea"
}

    

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• Heinisch, P., Frank, A., Opitz, J., Plenz, M., and Cimiano, P. (2022):
  Overview of the 2022 Validity and Novelty Prediction Shared Task. Proceedings of the 9th Workshop on Argument Mining (ArgMining), Online and in Gyeongju, Republic of Korea, International Conference on Computational Linguistics. [ bib | http ]

@inproceedings{heinischetal:2022c,
    author = "Heinisch, Philipp and Frank, Anette and Opitz, Juri and Plenz, Moritz and Cimiano, Philipp",
    title = "{Overview of the 2022 Validity and Novelty Prediction Shared Task}",
    year = "2022",
    url = "https://aclanthology.org/2022.argmining-1.7",
    from_page = "84",
    to_page = "94",
    booktitle = "Proceedings of the 9th Workshop on Argument Mining (ArgMining)",
    publisher = "International Conference on Computational Linguistics",
    address = "Online and in Gyeongju, Republic of Korea"
}

    

Schließen
• Opitz, J. and Frank, A. (2022):
  Better Smatch = Better Parser? AMR evaluation is not so simple anymore . Proceedings of the 3rd Workshop on Evaluation & Comparison of NLP Systems (Eval4NLP 2022) ,co-located at AACL 2022, Association for Computational Linguistics. [ bib | http ]

@inproceedings{opitzfrank:2022a,
    author = "Opitz, Juri and Frank, Anette",
    title = "{Better Smatch = Better Parser? AMR evaluation is not so simple anymore }",
    year = "2022",
    url = "https://aclanthology.org/2022.eval4nlp-1.4/",
    from_page = "32",
    to_page = "43",
    booktitle = "Proceedings of the 3rd Workshop on Evaluation \& Comparison of NLP Systems (Eval4NLP 2022) ,co-located at AACL 2022",
    publisher = " Association for Computational Linguistics"
}

    

Schließen
• Opitz, J. and Frank, A. (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 (AACL-IJCNLP 2022), Online, Association for Computational Linguistics. [ bib | http ]

@inproceedings{opitzfrank:2022b,
    author = "Opitz, Juri and Frank, Anette",
    title = "{SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features}",
    year = "2022",
    url = "https://aclanthology.org/2022.aacl-main.48/",
    from_page = "625",
    to_page = "638",
    booktitle = "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)",
    publisher = "Association for Computational Linguistics",
    address = "Online"
}

    

Schließen
• Zeidler, L., Opitz, J., and Frank, A. (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 (*SEM), Association for Computational Linguistics. [ bib | http ]

@inproceedings{zeidleretal:2022,
    author = "Zeidler, Laura and Opitz, Juri and Frank, Anette",
    title = "{A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation – through the Lens of Semantic Similarity Rating}",
    year = "2022",
    url = "https://aclanthology.org/2022.starsem-1.14/",
    from_page = "157",
    to_page = "172",
    booktitle = "Proceedings of the 11th Joint Conference on Lexical and Computational Semantics (*SEM)",
    publisher = "Association for Computational Linguistics"
}

    

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2021

• Opitz, J., Daza, A., and Frank, A. (2021):
  Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity. Transactions of the Association for Computational Linguistics (TACL), 9. [ bib | http ]

@article{opitzetal:2021a,
    author = "Opitz, Juri and Daza, Angel and Frank, Anette",
    title = "{Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity}",
    year = "2021",
    url = "https://direct.mit.edu/tacl/article/doi/10.1162/tacl\_a\_00435/108869/Weisfeiler-Leman-in-the-Bamboo-Novel-AMR-Graph",
    from_page = "1425",
    to_page = "1441",
    journal = "Transactions of the Association for Computational Linguistics (TACL)",
    volume = "9"
}

      

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• Opitz, J., Heinisch, P., Wiesenbach, P., Cimiano, P., and Frank, A. (2021):
  Explainable Unsupervised Argument Similarity Rating with Abstract Meaning Representation and Conclusion Generation. Proceedings of the Eighth Argument Mining Workshop, Association for Computational Linguistics, *Best Paper Award*. [ bib | http ]

@incollection{opitzetal:2021b,
    author = "Opitz, Juri and Heinisch, Philipp and Wiesenbach, Philipp and Cimiano, Philipp and Frank, Anette",
    title = "{Explainable Unsupervised Argument Similarity Rating with Abstract Meaning Representation and Conclusion Generation}",
    year = "2021",
    url = "https://aclanthology.org/2021.argmining-1.3/",
    note = "*Best Paper Award*",
    from_page = "24",
    to_page = "35",
    publisher = "Association for Computational Linguistics",
    booktitle = "Proceedings of the Eighth Argument Mining Workshop",
    address = "Punta Cana, Dominican Republic"
}

    

Schließen
• Opitz, J. and Frank, A. (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 (EACL 2021), Online, Association for Computational Linguistics. [ bib | http ]

@inproceedings{opitzfrank:2021,
    author = "Opitz, Juri and Frank, Anette",
    title = "{Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR}",
    year = "2021",
    url = "https://www.aclweb.org/anthology/2021.eacl-main.129/",
    from_page = "1504",
    to_page = "1518",
    booktitle = "Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021)",
    address = "Online",
    organization = "Association for Computational Linguistics"
}

    

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• Uhrig, S., Garcia, Y., Opitz, J., and Frank, A. (2021):
  Translate, then Parse! A strong baseline for Cross-Lingual AMR Parsing. Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021), Online, Association for Computational Linguistics. [ bib | http ]

@inproceedings{uhrigetal:2021,
    author = "Uhrig, Sarah and Garcia, Yoalli and Opitz, Juri and Frank, Anette",
    title = "{Translate, then Parse! A strong baseline for Cross-Lingual AMR Parsing}",
    year = "2021",
    url = "https://aclanthology.org/2021.iwpt-1.6",
    from_page = "58",
    to_page = "64",
    booktitle = "Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)",
    publisher = "Association for Computational Linguistics",
    address = "Online"
}

    

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2020

• Becker, M., Hulpus, I., Paul, D., Opitz, J., Kobbe, J., Stuckenschmidt, H., and Frank, A. (2020):
  Explaining Arguments with Background Knowledge -- Towards Knowledge-based Argumentation Analysis . Datenbank Spektrum (Special Issue: Argumentation Intelligence), 20. [ bib | http ]

@article{beckeretal:2020b,
    author = "Becker, Maria and Hulpus, Ioana and Paul, Debjit and Opitz, Juri and Kobbe, Jonathan and Stuckenschmidt, Heiner and Frank, Anette",
    title = "{Explaining Arguments with Background Knowledge -- Towards Knowledge-based Argumentation Analysis      }",
    year = "2020",
    url = "https://doi.org/10.1007/s13222-020-00348-6",
    from_page = "131",
    to_page = "141",
    journal = "Datenbank Spektrum (Special Issue: Argumentation Intelligence)",
    volume = "20"
}

      

Schließen
• Opitz, J. (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, Suzhou, China, Association for Computational Linguistics. [ bib | http ]

@inproceedings{opitz:2020,
    author = "Opitz, Juri",
    title = "{AMR Quality Rating with a Lightweight CNN}",
    year = "2020",
    url = "https://www.aclweb.org/anthology/2020.aacl-main.27",
    from_page = "235",
    to_page = "247",
    booktitle = "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",
    publisher = "Association for Computational Linguistics",
    address = "Suzhou, China"
}

    

Schließen
• Opitz, J., Parcalabescu, L., and Frank, A. (2020):
  AMR Similarity Metrics from Principles. Transactions of the Association for Computational Linguistics, 8. [ bib | http ]

@article{opitzetal:2020,
    author = "Opitz, Juri and Parcalabescu, Letitia and Frank, Anette",
    title = "{AMR Similarity Metrics from Principles}",
    year = "2020",
    url = "https://transacl.org/index.php/tacl/article/view/2205",
    from_page = "522",
    to_page = "538",
    journal = "Transactions of the Association for Computational Linguistics",
    volume = "8"
}

    

Schließen
• Paul, D., Opitz, J., Becker, M., Kobbe, J., Hirst, G., and Frank, A. (2020):
  Argumentative Relation Classification with Background Knowledge. Proceedings of the 8th International Conference on Computational Models of Argument (COMMA 2020), vol. 326 of Frontiers in Artificial Intelligence and Applications, Computational Models of Argument, *Best Student Paper Award Nomination* (3 runner-ups). [ bib | http ]

@inproceedings{pauletal:2020,
    author = "Paul, Debjit and Opitz, Juri and Becker, Maria and Kobbe, Jonathan and Hirst, Graeme and Frank, Anette",
    title = "{Argumentative Relation Classification with Background Knowledge.}",
    year = "2020",
    url = "http://ebooks.iospress.nl/publication/55381",
    note = "*Best Student Paper Award Nomination* (3 runner-ups)",
    from_page = "319",
    to_page = "330",
    booktitle = "Proceedings of the 8th International Conference on Computational Models of Argument (COMMA 2020)",
    series = "Frontiers in Artificial Intelligence and Applications",
    volume = "326",
    publisher = "Computational Models of Argument"
}

    

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2019

• Hulpus, I., Kobbe, J., Becker, M., Opitz, J., Hirst, G., Meilicke, C., Nastase, V., Stuckenschmidt, H., and Frank, A. (2019):
  Towards Explaining Natural Language Arguments with Background Knowledge. 1st Workshop on Semantic Explainability – co-located with the 18th International Semantic Web Conference (ISWC 2019). [ bib | http ]

@inproceedings{hulpusetal:2019,
    author = "Hulpus, Ioana and Kobbe, Jonathan and Becker, Maria and Opitz, Juri and Hirst, Graeme and Meilicke, Christian and Nastase, Vivi and Stuckenschmidt, Heiner and Frank, Anette",
    title = "{Towards Explaining Natural Language Arguments with Background Knowledge}",
    year = "2019",
    url = "http://ceur-ws.org/Vol-2465/semex\_paper3.pdf",
    booktitle = "1st Workshop on Semantic Explainability – co-located with the 18th International Semantic Web Conference (ISWC 2019) "
}

      

Schließen
• Kobbe, J., Opitz, J., Becker, M., Hulpus, I., Stuckenschmidt, H., and Frank, A. (2019):
  Exploiting Background Knowledge for Argumentative Relation Classification. Eskevich, M., de~Melo, G., Fäth, C., McCrae, J.~P., Buitelaar, P., Chiarcos, C., Klimek, B., and Dojchinovski, M. (eds.), 2nd Conference on Language, Data and Knowledge (LDK 2019), vol.~70 of OASIcs. [ bib | http ]

@inproceedings{kobbeetal:2019,
    author = "Kobbe, Jonathan and Opitz, Juri and Becker, Maria and Hulpus, Ioana and Stuckenschmidt, Heiner and Frank, Anette",
    editor = "Eskevich, Maria and de Melo, Gerard and Fäth, Christian and McCrae, John P. and Buitelaar, Paul and Chiarcos, Christian and Klimek, Bettina and Dojchinovski, Milan",
    title = "{Exploiting Background Knowledge for Argumentative Relation Classification}",
    year = "2019",
    url = "http://drops.dagstuhl.de/opus/volltexte/2019/10372/pdf/OASIcs-LDK-2019-8.pdf",
    from_page = "1",
    to_page = "14",
    booktitle = "2nd Conference on Language, Data and Knowledge (LDK 2019)",
    series = "OASIcs",
    volume = "70"
}

    

Schließen
• Opitz, J. and Burst, S. (2019):
  Macro F1 and Macro F1. arXiv preprint arXiv:1911.03347. [ bib | http ]

@article{opitzburst:2019,
    author = "Opitz, Juri and Burst, Sebastian",
    title = "{Macro F1 and Macro F1}",
    year = "2019",
    url = "https://arxiv.org/abs/1911.03347",
    journal = "arXiv preprint arXiv:1911.03347"
}

    

Schließen
• Opitz, J., Born, L., Nastase, V., and Pultar, Y. (2019):
  Automatic Reconstruction of Emperor Itineraries from the Regesta Imperii. Proceedings of the 3rd Conference for Digital Access to Textual Cultural Heritage (DATeCH), Brussels, Belgium. [ bib | http ]

@inproceedings{opitzetal:2019,
    author = "Opitz, Juri and Born, Leo and Nastase, Vivi and Pultar, Yannick",
    title = "{Automatic Reconstruction of Emperor Itineraries from the Regesta Imperii}",
    year = "2019",
    url = "https://dl.acm.org/doi/pdf/10.1145/3322905.3322921",
    from_page = "39",
    to_page = "44",
    booktitle = "Proceedings of the 3rd Conference for Digital Access to Textual Cultural Heritage (DATeCH)",
    address = "Brussels, Belgium"
}

    

Schließen
• Opitz, J. and Frank, A. (2019):
  Dissecting Content and Context in Argumentative Relation Analysis. Proceedings of the Sixth Workshop on Argument Mining, Florence, Italy, Association for Computational Linguistics. [ bib | http ]

@inproceedings{opitzfrank:2019c,
    author = "Opitz, Juri and Frank, Anette",
    title = "{Dissecting Content and Context in Argumentative Relation Analysis}",
    year = "2019",
    url = "https://www.aclweb.org/anthology/W19-4503",
    from_page = "25",
    to_page = "34",
    booktitle = "Proceedings of the Sixth Workshop on Argument Mining",
    publisher = "Association for Computational Linguistics",
    address = "Florence, Italy"
}

    

Schließen

2018

• Opitz, J., Born, L., and Nastase, V. (2018):
  Induction of a Large-Scale Knowledge Graph from the Regesta Imperii. Proceedings of the 2nd Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL), Santa Fe, New Mexico. [ bib | http ]

@inproceedings{opitzetal:2018,
    author = "Opitz, Juri and Born, Leo and Nastase, Vivi",
    title = "{Induction of a Large-Scale Knowledge Graph from the Regesta Imperii}",
    year = "2018",
    url = "https://www.aclweb.org/anthology/W18-4518",
    from_page = "159",
    to_page = "168",
    booktitle = "Proceedings of the 2nd Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL)",
    address = "Santa Fe, New Mexico"
}

      

Schließen
• Opitz, J. and Frank, A. (2018):
  Addressing the Winograd Schema Challenge as a Sequence Ranking Task. Proceedings of the 1st International Workshop on Language, Cognition and Computational Models (LCCM), Santa Fe, New Mexico. [ bib | http ]

@inproceedings{opitzfrank:2018,
    author = "Opitz, Juri and Frank, Anette",
    title = "{Addressing the Winograd Schema Challenge as a Sequence Ranking Task}",
    year = "2018",
    url = "http://aclweb.org/anthology/W18-4105",
    from_page = "41",
    to_page = "52",
    booktitle = "Proceedings of the 1st International Workshop on Language, Cognition and Computational Models (LCCM)",
    address = "Santa Fe, New Mexico"
}

    

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2017

• Marasović, A., Born, L., Opitz, J., and Frank, A. (2017):
  A Mention-Ranking Model for Abstract Anaphora Resolution . Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP), Copenhagen, Denmark, Association for Computational Linguistics. [ bib | http ]

@inproceedings{marasovićetal:2017,
    author = "Marasović, Ana and Born, Leo and Opitz, Juri and Frank, Anette",
    title = "{A Mention-Ranking Model for Abstract Anaphora Resolution }",
    year = "2017",
    url = "http://aclweb.org/anthology/D/D17/D17-1021.pdf",
    from_page = "221",
    to_page = "232",
    booktitle = "Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    address = "Copenhagen, Denmark",
    organization = "Association for Computational Linguistics"
}

      

Schließen

2016

• Opitz, J. and Frank, A. (2016):
  Deriving Players & Themes in the Regesta Imperii using SVMs and Neural Networks. Proceedings of the 10th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH), Berlin, Germany. [ bib | http ]

@inproceedings{opitzfrank:2016,
    author = "Opitz, Juri and Frank, Anette",
    title = "{Deriving Players \& Themes in the Regesta Imperii using SVMs and Neural Networks}",
    year = "2016",
    url = "https://aclweb.org/anthology/W/W16/W16-2108.pdf",
    from_page = "74",
    to_page = "83",
    booktitle = "Proceedings of the 10th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH)",
    address = "Berlin, Germany"
}

      

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