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Probing Multilingual BERT for Genetic and Typological Signals


Nov 04, 2020
Taraka Rama, Lisa Beinborn, Steffen Eger

* COLING 2020 

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Vec2Sent: Probing Sentence Embeddings with Natural Language Generation


Nov 01, 2020
Martin Kerscher, Steffen Eger

* Accepted for publication in COLING 2020 

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From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks


Oct 28, 2020
Steffen Eger, Yannik Benz

* Authors accidentally in wrong order; cannot be undone due to conference constraints. Accepted for publication at AACL 2020 

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Inducing Language-Agnostic Multilingual Representations


Aug 20, 2020
Wei Zhao, Steffen Eger, Johannes Bjerva, Isabelle Augenstein


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How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation


Jun 16, 2020
Steffen Eger, Johannes Daxenberger, Iryna Gurevych


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On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation


May 08, 2020
Wei Zhao, Goran Glavaš, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger

* ACL2020 Camera Ready (v2: several small fixes, e.g., Unicode errors) 

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SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization


May 07, 2020
Yang Gao, Wei Zhao, Steffen Eger

* ACL 2020 

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PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry


Mar 17, 2020
Thomas Haider, Steffen Eger, Evgeny Kim, Roman Klinger, Winfried Menninghaus

* International Conference on Language Resources and Evaluation (LREC) 2020, Marseille 
* Emotion, Aesthetic Emotions, Literature, Poetry, Annotation, Corpora, Emotion Recognition, Multi-Label 

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Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry


Sep 26, 2019
Thomas Haider, Steffen Eger

* Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change (pp. 216-222). At ACL 2019, Florence. https://www.aclweb.org/anthology/W19-4727 
* Historical Language Change Workshop at ACL 2019, Florence 

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance


Sep 26, 2019
Wei Zhao, Maxime Peyrard, Fei Liu, Yang Gao, Christian M. Meyer, Steffen Eger

* EMNLP19 Camera-Ready 

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Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications


Jun 06, 2019
Wei Zhao, Haiyun Peng, Steffen Eger, Erik Cambria, Min Yang

* 11 pages, ACL19 Camera Ready 

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Pitfalls in the Evaluation of Sentence Embeddings


Jun 04, 2019
Steffen Eger, Andreas Rücklé, Iryna Gurevych

* Accepted at Repl4NLP 2019 

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Does My Rebuttal Matter? Insights from a Major NLP Conference


Mar 28, 2019
Yang Gao, Steffen Eger, Ilia Kuznetsov, Iryna Gurevych, Yusuke Miyao

* Accepted to NAACL-HLT 2019. Main paper plus supplementary material 

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Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems


Mar 27, 2019
Steffen Eger, Gözde Gül Şahin, Andreas Rücklé, Ji-Ung Lee, Claudia Schulz, Mohsen Mesgar, Krishnkant Swarnkar, Edwin Simpson, Iryna Gurevych

* Accepted as long paper at NAACL-2019 

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Predicting Research Trends From Arxiv


Mar 07, 2019
Steffen Eger, Chao Li, Florian Netzer, Iryna Gurevych

* Refresh workshop paper (December 2018) 

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Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks


Jan 09, 2019
Steffen Eger, Paul Youssef, Iryna Gurevych

* Published at EMNLP 2018 

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Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations


Sep 12, 2018
Andreas Rücklé, Steffen Eger, Maxime Peyrard, Iryna Gurevych

* Experiments/plots added: Normalization + Figure 1 (dimensionality vs. performance) 

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Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!


Jul 24, 2018
Steffen Eger, Johannes Daxenberger, Christian Stab, Iryna Gurevych

* Accepted at Coling 2018 

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Multi-Task Learning for Argumentation Mining in Low-Resource Settings


May 04, 2018
Claudia Schulz, Steffen Eger, Johannes Daxenberger, Tobias Kahse, Iryna Gurevych

* Accepted at NAACL 2018 

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What is the Essence of a Claim? Cross-Domain Claim Identification


Sep 13, 2017
Johannes Daxenberger, Steffen Eger, Ivan Habernal, Christian Stab, Iryna Gurevych

* Published at EMNLP 2017: http://www.aclweb.org/anthology/D/D17/D17-1217.pdf 

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Neural End-to-End Learning for Computational Argumentation Mining


Apr 22, 2017
Steffen Eger, Johannes Daxenberger, Iryna Gurevych

* To be published at ACL 2017 

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EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION


Apr 10, 2017
Steffen Eger, Erik-Lân Do Dinh, Ilia Kuznetsov, Masoud Kiaeeha, Iryna Gurevych

* In revision, changed to pdfTeX output 

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On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph Models


Apr 08, 2017
Steffen Eger, Alexander Mehler

* Published at ACL 2016, Berlin (short papers) 

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Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks


Oct 26, 2016
Carsten Schnober, Steffen Eger, Erik-Lân Do Dinh, Iryna Gurevych

* Accepted for publication at COLING 2016. See also: https://www.ukp.tu-darmstadt.de/publications/details/?no_cache=1&tx_bibtex_pi1%5Bpub_id%5D=TUD-CS-2016-1450 Version 2: corrected spelling of third author 

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Language classification from bilingual word embedding graphs


Oct 10, 2016
Steffen Eger, Armin Hoenen, Alexander Mehler

* COLING 2016 
* To be published at Coling 2016 

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On the Number of Many-to-Many Alignments of Multiple Sequences


Jul 24, 2016
Steffen Eger

* Journal of Automata, Languages and Combinatorics 20 (2015) 1, 53-65 

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Complex Decomposition of the Negative Distance kernel


Jan 05, 2016
Tim vor der Brück, Steffen Eger, Alexander Mehler

* Proceedings of the IEEE International Conference on Machine Learning an Applications, Miami, Florida, 2015 

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