Publications

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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.
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, …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
Christine Schäfer
Evaluation of Transfer Learning Approaches for Cross-Lingual Question Answering
Mastersthesis, Deutsches Forschungszentrum für Künstliche Intelligenz, 2020.