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Analyzing the Representational Geometry of Acoustic Word Embeddings


Jan 08, 2023
Badr M. Abdullah, Dietrich Klakow

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* In BlackboxNLP workshop, EMNLP 2022 [ oral presentation ] 

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A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification


Oct 19, 2022
Anupama Chingacham, Vera Demberg, Dietrich Klakow

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* Accepted to SLT 2022 

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Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings


Sep 18, 2022
Badr M. Abdullah, Bernd Möbius, Dietrich Klakow

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* Accepted in INTERSPEECH 2022 

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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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TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models


Jun 15, 2022
Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow

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* Accepted to 25th International Conference on Text, Speech and Dialogue (TSD 2022) 

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Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages


Jun 03, 2022
Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow

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* AfricaNLP Workshop @ ICLR2022 

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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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Multilingual Normalization of Temporal Expressions with Masked Language Models


May 20, 2022
Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow

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Exploiting Social Media Content for Self-Supervised Style Transfer


May 18, 2022
Dana Ruiter, Thomas Kleinbauer, Cristina España-Bonet, Josef van Genabith, Dietrich Klakow

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* 13 pages, 2 figures, accepted as a long paper at SocialNLP 2022 (@NAACL) 

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Meta Self-Refinement for Robust Learning with Weak Supervision


May 15, 2022
Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow

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