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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 14 of 14 1 USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation ... Belouadi, Jonas; Eger, Steffen. - : arXiv, 2022 BASE Show details 2 Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations ... Zhao, Wei; Eger, Steffen. - : arXiv, 2022 Abstract: Multilingual representations pre-trained with monolingual data exhibit considerably unequal task performances across languages. Previous studies address this challenge with resource-intensive contextualized alignment, which assumes the availability of large parallel data, thereby leaving under-represented language communities behind. In this work, we attribute the data hungriness of previous alignment techniques to two limitations: (i) the inability to sufficiently leverage data and (ii) these techniques are not trained properly. To address these issues, we introduce supervised and unsupervised density-based approaches named Real-NVP and GAN-Real-NVP, driven by Normalizing Flow, to perform alignment, both dissecting the alignment of multilingual subspaces into density matching and density modeling. We complement these approaches with our validation criteria in order to guide the training process. Our experiments encompass 16 alignments, including our approaches, evaluated across 6 language pairs, synthetic ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2201.13429 https://arxiv.org/abs/2201.13429 BASE Hide details 3 Towards Explainable Evaluation Metrics for Natural Language Generation ... Leiter, Christoph; Lertvittayakumjorn, Piyawat; Fomicheva, Marina. - : arXiv, 2022 BASE Show details 4 BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks ... Keller, Yannik; Mackensen, Jan; Eger, Steffen. - : arXiv, 2021 BASE Show details 5 Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors ... Kaster, Marvin; Zhao, Wei; Eger, Steffen. - : arXiv, 2021 BASE Show details 6 Inducing Language-Agnostic Multilingual Representations ... Zhao, Wei; Eger, Steffen; Bjerva, Johannes. - : arXiv, 2020 BASE Show details 7 Probing Multilingual BERT for Genetic and Typological Signals ... Rama, Taraka; Beinborn, Lisa; Eger, Steffen. - : arXiv, 2020 BASE Show details 8 On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ... Zhao, Wei; Glavaš, Goran; Peyrard, Maxime. - : arXiv, 2020 BASE Show details 9 How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation ... Eger, Steffen; Daxenberger, Johannes; Gurevych, Iryna. - : arXiv, 2020 BASE Show details 10 From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks ... Eger, Steffen; Benz, Yannik. - : arXiv, 2020 BASE Show details 11 Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry ... Haider, Thomas; Eger, Steffen. - : arXiv, 2019 BASE Show details 12 Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need! ... Eger, Steffen; Daxenberger, Johannes; Stab, Christian. - : arXiv, 2018 BASE Show details 13 What is the Essence of a Claim? Cross-Domain Claim Identification ... Daxenberger, Johannes; Eger, Steffen; Habernal, Ivan. - : arXiv, 2017 BASE Show details 14 Language classification from bilingual word embedding graphs ... Eger, Steffen; Hoenen, Armin; Mehler, Alexander. - : arXiv, 2016 BASE Show details

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