🧑‍🔬 Steffen Eger — all works

38 works · ← Steffen Eger

1. MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover DistanceConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Zhao, Maxime Peyrard, Fei Liu, et al.2019 · 834 citations
2. Neural End-to-End Learning for Computational Argumentation MiningAnnual Meeting of the Association for Computational Linguistics (ACL)Steffen Eger, Johannes Daxenberger, Iryna Gurevych2017 · 263 citations
3. SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYang Gao, Wei Zhao, Steffen Eger2020 · 168 citations
4. Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetWei Zhao et al.2019 · 167 citations
5. Text Processing Like Humans Do: Visually Attacking and Shielding NLP SystemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Steffen Eger, Gözde Gül Şahin, Andreas Rücklé, et al.2019 · 147 citations
6. ArgumenText: Searching for Arguments in Heterogeneous Sources ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations · no summary yetChristian Stab et al.2018 · 135 citations
7. What is the Essence of a Claim? Cross-Domain Claim Identification ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetJohannes Daxenberger et al.2017 · 135 citations
8. Inducing Language-Agnostic Multilingual Representations ↗Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics · no summary yetWei Zhao et al.2021 · 98 citations
9. Multi-Task Learning for Argumentation Mining in Low-Resource Settings ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yetClaudia Schulz et al.2018 · 98 citations
10. On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetWei Zhao et al.2020 · 95 citations
11. Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetSteffen Eger, Paul Youssef, Iryna Gurevych2018 · 95 citations
12. Findings of the WMT 2022 Shared Task on Quality EstimationConference on Machine Translation (WMT)Chrysoula Zerva, Frédéric Blain, Ricardo Rei, et al.2022 · 91 citations
13. On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph Models ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetSteffen Eger, Alexander Mehler2016 · 81 citations
14. MENLI: Robust Evaluation Metrics from Natural Language InferenceTransactions of the Association for Computational Linguistics (TACL)Yanran Chen, Steffen Eger2023 · 74 citations
15. The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results ↗Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems · no summary yetMarina Fomicheva et al.2021 · 56 citations
16. DiscoScore: Evaluating Text Generation with BERT and Discourse CoherenceConference of the European Chapter of the Association for Computational Linguistics (EACL)Wei Zhao, Michael Strube, Steffen Eger2023 · 53 citations
17. How Good Are LLMs for Literary Translation, Really? Literary Translation Evaluation with Humans and LLMs ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetRan Zhang, Wei Zhao, Steffen Eger2025 · 38 citations
18. AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZInternational Conference on Learning Representations (ICLR)Jonas Belouadi, Anne Lauscher, Steffen Eger2023 · 31 citations
19. PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry ↗Proceedings of the Twelfth Language Resources and Evaluation Conference · no summary yetThomas Haider et al.2020 · 29 citations
20. UScore: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation ↗Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yetJonas Belouadi, Steffen Eger2023 · 26 citations
21. Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and EvaluationACM Computing SurveysSteffen Eger, Yong Cao, Jennifer D'Souza, et al.2025 · 25 citations
22. Lemmatization and Morphological Tagging in German and Latin: A Comparison and a Survey of the State-of-the-art ↗Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16) · no summary yetSteffen Eger, Rüdiger Gleim, Alexander Mehler2016 · 25 citations
23. Towards Explainable Evaluation Metrics for Machine Translation ↗arXiv:2306.13041 · Journal of Machine Learning Research (JMLR), 2024, vol. 25, no. 75, p. 1-49 · no summary yetChristoph Leiter et al.2023 · 23 citations
24. Diachronic Analysis of German Parliamentary Proceedings: Ideological Shifts through the Lens of Political Biases ↗arXiv:2108.06295 · no summary yetTobias Walter et al.2021 · 22 citations
25. PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetChristoph Leiter, Steffen Eger2024 · 20 citations
26. Lexicon-assisted tagging and lemmatization in Latin: A comparison of six taggers and two lemmatization methods ↗Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH) · no summary yetSteffen Eger, Tim vor der Brück, Alexander Mehler2015 · 16 citations
27. Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry ↗Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change · no summary yetThomas Haider, Steffen Eger2019 · 13 citations
28. LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetRan Zhang et al.2025 · 11 citations
29. xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetDaniil Larionov et al.2024 · 11 citations
30. EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetDaniil Larionov et al.2023 · 8 citations
31. Fine-Grained Detection of Solidarity for Women and Migrants in 155 Years of German Parliamentary Debates ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetAida Kostikova et al.2024 · 7 citations
32. Syntactic Language Change in English and German: Metrics, Parsers, and ConvergencesYanran Chen, Wei Zhao, Anne Breitbarth, et al.English · 5 citations
33. PromptOptMe: Error-Aware Prompt Compression for LLM-based MT Evaluation Metrics ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetDaniil Larionov, Steffen Eger2025 · 4 citations
34. BatchGEMBA: Token-Efficient Machine Translation Evaluation with Batched Prompting and Prompt Compression ↗arXiv:2503.02756 · no summary yetDaniil Larionov, Steffen Eger2025 · 3 citations
35. DeepSeek-R1 vs. o3-mini: How Well can Reasoning LLMs Evaluate MT and Summarization? ↗arXiv:2504.08120 · no summary yetDaniil Larionov et al.2025 · 3 citations
36. GerAV: Towards New Heights in German Authorship Verification using Fine-Tuned LLMs on a New Benchmark ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetLotta Kiefer et al.2026
37. Beyond Reproduction: A Paired-Task Framework for Assessing LLM Comprehension and Creativity in Literary Translation ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetRan Zhang et al.2026
38. LLM Analysis of 150+ years of German Parliamentary Debates on Migration Reveals Shift from Post-War Solidarity to Anti-Solidarity in the Last DecadearXiv:2509.07274Aida Kostikova, Ole Putz, Steffen Eger, et al.2025

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