🎓 Works of Technische Universität Darmstadt

58 works · the most cited first · ← Technische Universität Darmstadt

1. Making Monolingual Sentence Embeddings Multilingual using Knowledge DistillationNils Reimers, Iryna Gurevych2020 · 1,320 citations
2. AdapterFusion: Non-Destructive Task Composition for Transfer LearningJonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, et al.2020 · 948 citations
3. MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferJonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2020 · 831 citations
4. MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover DistanceWei Zhao, Maxime Peyrard, Fei Liu, et al.2019 · 822 citations
5. AdapterHub: A Framework for Adapting TransformersJonas Pfeiffer, Andreas Rücklé, Clifton Poth, et al.2020 · 747 citations
6. Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence TaggingNils Reimers, Iryna Gurevych2017 · 648 citations
7. Parsing Argumentation Structures in Persuasive EssaysChristian Stab, Iryna Gurevych2017 · 613 citations
8. Extracting Opinion Targets in a Single and Cross-Domain Setting with Conditional Random FieldsNiklas Jakob, Iryna Gurevych2010 · 545 citations
9. Breaking NLI Systems with Sentences that Require Simple Lexical InferencesMax Glockner, Vered Shwartz, Yoav Goldberg2018 · 517 citations
10. Identifying Argumentative Discourse Structures in Persuasive EssaysChristian Stab, Iryna Gurevych2014 · 517 citations
11. Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceTobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al.2019 · 444 citations
12. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsPhillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.2021 · 444 citations
13. The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive AnnotationJan-Christoph Klie, Michael Bugert, Beto Boullosa, et al.2018 · 422 citations
14. Annotating Argument Components and Relations in Persuasive EssaysChristian Stab, Iryna Gurevych2014 · 403 citations
15. The CoNLL-2010 Shared Task: Learning to Detect Hedges and their Scope in Natural Language TextRichárd Farkas, Veronika Vincze, György Móra, et al.2010 · 370 citations
16. Do Supervised Distributional Methods Really Learn Lexical Inference Relations?Omer Levy, Steffen Remus, Chris Biemann, et al.2015 · 325 citations
17. Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTMIvan Habernal, Iryna Gurevych2016 · 302 citations
18. AdapterDrop: On the Efficiency of Adapters in TransformersAndreas Rücklé, Gregor Geigle, Max Glockner, et al.2021 · 294 citations
19. Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical StudyYong Cao, Li Zhou, Seolhwa Lee, et al.2023 · 278 citations
20. Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring TasksNandan Thakur, Nils Reimers, Johannes Daxenberger, et al.2021 · 275 citations
21. UKP: Computing Semantic Textual Similarity by Combining Multiple Content Similarity MeasuresDaniel Bär, Chris Biemann, Iryna Gurevych, et al.2012 · 274 citations
22. WebAnno: A Flexible, Web-based and Visually Supported System for Distributed AnnotationsSeid Muhie Yimam, Iryna Gurevych, Richard Eckart de Castilho, et al.2013 · 271 citations
23. Neural End-to-End Learning for Computational Argumentation MiningSteffen Eger, Johannes Daxenberger, Iryna Gurevych2017 · 263 citations
24. BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsNandan Thakur, Nils Reimers, Andreas Rücklé, et al.2021 · 262 citations
25. Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense KnowledgeTodor Mihaylov, Anette Frank2018 · 260 citations
26. UKP-Athene: Multi-Sentence Textual Entailment for Claim VerificationAndreas Hanselowski, Hao Zhang, Zile Li, et al.2018 · 258 citations
27. Argumentation Mining in User-Generated Web DiscourseIvan Habernal, Iryna Gurevych2017 · 243 citations
28. Classification and Clustering of Arguments with Contextualized Word EmbeddingsNils Reimers, Benjamin Schiller, Tilman Beck, et al.2019 · 239 citations
29. Cross-topic Argument Mining from Heterogeneous SourcesChristian Stab, Tristan Miller, Benjamin Schiller, et al.2018 · 228 citations
30. The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit WarrantsIvan Habernal, Henning Wachsmuth, Iryna Gurevych, et al.2018 · 217 citations
31. Text: now in 2D! A framework for lexical expansion with contextual similarityChris Biemann, Martin Riedl2013 · 185 citations
32. UNKs Everywhere: Adapting Multilingual Language Models to New ScriptsJonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2021 · 174 citations
33. Lifting the Curse of Multilinguality by Pre-training Modular TransformersJonas Pfeiffer, Naman Goyal, Xi Victoria Lin, et al.2022 · 172 citations
34. Data Augmentation via Dependency Tree Morphing for Low-Resource LanguagesGözde Gül Şahin, Mark Steedman2018 · 166 citations
35. Revisiting Joint Modeling of Cross-document Entity and Event Coreference ResolutionShany Barhom, Vered Shwartz, Alon Eirew, et al.2019 · 164 citations
36. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsTerry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
37. GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense RetrievalKexin Wang, Nandan Thakur, Nils Reimers, et al.2022 · 155 citations
38. Investigating Pretrained Language Models for Graph-to-Text GenerationLeonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, et al.2021 · 149 citations
39. A Retrospective Analysis of the Fake News Challenge Stance-Detection TaskAndreas Hanselowski, Avinesh PVS, Benjamin Schiller, et al.2018 · 132 citations
40. MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning ProblemsJakub Macina, Nico Daheim, Sankalan Chowdhury, et al.2023 · 130 citations
41. Out-of-domain FrameNet Semantic Role LabelingSilvana Hartmann, Ilia Kuznetsov, Teresa Martin, et al.2017 · 82 citations
42. Behind the Article: Recognizing Dialog Acts in Wikipedia Talk PagesOliver Ferschke, Iryna Gurevych, Yevgen Chebotar2012 · 81 citations
43. Annotation Error Detection: Analyzing the Past and Present for a More Coherent FutureJan-Christoph Klie, Bonnie Webber, Iryna Gurevych2023 · 73 citations
44. IMPLI: Investigating NLI Models' Performance on Figurative LanguageKevin Stowe, Prasetya Utama, Iryna Gurevych2022 · 68 citations
45. DiscoScore: Evaluating Text Generation with BERT and Discourse CoherenceWei Zhao, Michael Strube, Steffen Eger2023 · 53 citations
46. Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance OptimizationTobias Falke, Christian M. Meyer, Iryna Gurevych2017 · 43 citations
47. Generalizing Cross-Document Event Coreference Resolution Across Multiple CorporaMichael Bugert, Nils Reimers, Iryna Gurevych2021 · 33 citations
48. To Exhibit is not to Loiter: A Multilingual, Sense-Disambiguated Wiktionary for Measuring Verb SimilarityChristian M. Meyer, Iryna Gurevych2012 · 29 citations
49. FrameNet on the Way to Babel: Creating a Bilingual FrameNet Using Wiktionary as Interlingual ConnectionSilvana Hartmann, Iryna Gurevych2013 · 26 citations
50. Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary DetectionNafise Sadat Moosavi, Leo Born, Massimo Poesio, et al.2019 · 20 citations
51. BinLin: A Simple Method of Dependency Tree LinearizationYevgeniy Puzikov, Iryna Gurevych2018 · 19 citations
52. Free the Plural: Unrestricted Split-Antecedent Anaphora ResolutionJuntao Yu, Nafise Sadat Moosavi, Silviu Paun, et al.2020 · 17 citations
53. Stay Together: A System for Single and Split-antecedent Anaphora ResolutionJuntao Yu, Nafise Sadat Moosavi, Silviu Paun, et al.2021 · 17 citations
54. Revisiting Selectional Preferences for Coreference ResolutionBenjamin Heinzerling, Nafise Sadat Moosavi, Michael Strube2017 · 14 citations
55. Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online NewsMichael Bugert, Iryna Gurevych2021 · 11 citations
56. WordNet—Wikipedia—Wiktionary: Construction of a Three-way AlignmentTristan Miller, Iryna Gurevych2014 · 11 citations
57. Coreference Reasoning in Machine Reading ComprehensionMingzhu Wu, Nafise Sadat Moosavi, Dan Roth, et al.2021 · 11 citations
58. Overview of PragTag-2023: Low-Resource Multi-Domain Pragmatic Tagging of Peer ReviewsNils Dycke, Ilia Kuznetsov, Iryna Gurevych2023 · 10 citations

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