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Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models


Aug 05, 2022
Vilém Zouhar, Marius Mosbach, Dietrich Klakow

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* Submitted to PBML. Code & experiment repository: https://github.com/zouharvi/sentence-embd-fusion 

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Measuring Causal Effects of Data Statistics on Language Model's `Factual' Predictions


Jul 28, 2022
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg

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StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes


May 27, 2022
Awantee Deshpande, Dana Ruiter, Marius Mosbach, Dietrich Klakow

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* 12 pages, 2 figures, accepted as a long paper at WOAH at NAACL 2022 

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MCSE: Multimodal Contrastive Learning of Sentence Embeddings


Apr 22, 2022
Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow

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* Accepted by NAACL 2022 main conference (short paper), 11 pages 

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Knowledge Base Index Compression via Dimensionality and Precision Reduction


Apr 18, 2022
Vilém Zouhar, Marius Mosbach, Miaoran Zhang, Dietrich Klakow

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* To be presented at Spa-NLP workshop at ACL 2022 

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Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages


Apr 13, 2022
Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow

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* Accepted to AfricaNLP 2022 (non-archival) 

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Artefact Retrieval: Overview of NLP Models with Knowledge Base Access


Jan 24, 2022
Vilém Zouhar, Marius Mosbach, Debanjali Biswas, Dietrich Klakow

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* 11 pages of main content, 7 pages of appendix; presented at AKBC CSRR 2021 

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Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study


Jun 16, 2021
Badr M. Abdullah, Marius Mosbach, Iuliia Zaitova, Bernd Möbius, Dietrich Klakow

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* Accepted in Interspeech 2021 

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A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English


Nov 02, 2020
Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow

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* Accepted to COLING 2020 

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