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IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation Task


Jun 30, 2021
Pavel Denisov, Manuel Mager, Ngoc Thang Vu

* IWSLT 2021 

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AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages


Apr 18, 2021
Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary, Luis Chiruzzo, Angela Fan, John Ortega, Ricardo Ramos, Annette Rios, Ivan Vladimir, Gustavo A. Giménez-Lugo, Elisabeth Mager, Graham Neubig, Alexis Palmer, Rolando A. Coto Solano, Ngoc Thang Vu, Katharina Kann


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Few-shot Learning for Slot Tagging with Attentive Relational Network


Mar 03, 2021
Cennet Oguz, Ngoc Thang Vu

* EACL, 5 pages 

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Investigations on Audiovisual Emotion Recognition in Noisy Conditions


Mar 02, 2021
Michael Neumann, Ngoc Thang Vu

* Published at the IEEE workshop on Spoken Language Technology (SLT) 2021 

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Meta-Learning for improving rare word recognition in end-to-end ASR


Feb 25, 2021
Florian Lux, Ngoc Thang Vu

* Revised version to be published in the proceedings of ICASSP 2021 

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Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning


Dec 04, 2020
Daniel Grießhaber, Johannes Maucher, Ngoc Thang Vu

* COLING'2020 

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Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension


Oct 27, 2020
Ekta Sood, Simon Tannert, Diego Frassinelli, Andreas Bulling, Ngoc Thang Vu

* CoNLL 2020 

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F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering


Oct 13, 2020
Hendrik Schuff, Heike Adel, Ngoc Thang Vu

* EMNLP 2020 

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Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning


Jul 03, 2020
Pavel Denisov, Ngoc Thang Vu

* Submitted to Interspeech 2020 

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