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Publications

Page 2 of 7.

  1. Ekaterina Loginova; Stalin Varanasi; Günter Neumann

    Towards End-to-End Multilingual Question Answering

    In: Information Systems Frontiers (ISF), Vol. 22, Pages 1-14, Springer, 3/2020.

  2. Jesujoba O. Alabi; Kwabena Amponsah-Kaakyire; David I. Adelani; Cristina España-Bonet

    Massive vs. Curated Embeddings for Low-Resourced Languages: the Case of Yorùbá and Twi

    In: 12th Language Resources and Evaluation Conference (LREC). International Conference on Language Resources and Evaluation (LREC-2020), May 12-17, Marseille, France, European Language Resources Association (ELRA), París, 2020.

  3. Marta R. Costa-jussà; Cristina España-Bonet; Pascale Fung; Noah A. Smith

    Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction

    In: Computational Linguistics (CL), Vol. Special Issue: Multilingual and Interlingual Semantic Representations for Natural Language Processing, Pages 1-8, MIT Press, Cambridge, MA, USA, 2020.

  4. Anna Vechkaeva; Günter Neumann

    Latent Feature Generation with Adversarial Learning for Aphasia Classification

    In: Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments. Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments (RaPID-2020), located at LREC, May 11-16, ISBN 979-10-95546-45-0, LREC, 2020.

  5. Katherine Dunfield; Günter Neumann

    Automatic Quantitative Prediction of Severity in Fluent Aphasia Using Sentence Representation Similarity

    In: Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments. Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments (RaPID-2020), located at LREC, May 11-16, ISBN 979-10-95546-45-0, LREC, 2020.

  6. Saadullah Amin; Katherine Dunfield; Anna Vechkaeva; Günter Neumann

    A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction

    In: BioNLP 2020 Workshop on Biomedical Natural Language Processing. Workshop on Current Trends in Biomedical Natural Language Processing (BioNLP-2020), located at The 58th Annual Meeting of the Association for Computational Linguistics, July 9, ACL, 2020.

  7. Stalin Varanasi; Saadullah Amin; Günter Neumann

    CopyBERT: A Unified Approach to Question Generation with Self-Attention

    In: NLP for Conversational AI - Proceedings of the 2nd Workshop. NLP for Conversational AI (NLPConvAI-2020), July 9, Pages 25-31, ISBN 978-1-952148-08-8, ACL, 2020.

  8. Saadullah Amin; Stalin Varanasi; Katherine Dunfield; Günter Neumann

    LowFER: Low-rank Bilinear Pooling for Link Prediction

    In: Proceedings of the 37th International Conference on Machine Learning, Online, PMLR 119, 2020. International Conference on Machine Learning (ICML-2020), located at 37th International Conference on Machine Learning, July 12-18, Online, PMLR, 2020.

  9. Dana Ruiter; Cristina España-Bonet; Josef van Genabith

    Self-Induced Curriculum Learning in Self-Supervised Neural Machine Translation

    In: Proceedings of Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing (EMNLP-2020), November 16-20, Association for Computational Linguistics, 2020.

  10. Christine Schäfer

    Evaluation of Transfer Learning Approaches for Cross-Lingual Question Answering

    Mastersthesis, Deutsches Forschungszentrum für Künstliche Intelligenz, 2020.