Sprachtechnologie und Multilingualität

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1. Hongfei Xu; Yang Song; Qiuhui Liu; Josef van Genabith; Deyi Xiong

   Rewiring the Transformer with Depth-Wise LSTMs.

   In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING-2024), May 20-25, Turin, Italy, ELRA, 2024.

2. Hongyang Chang; Hongfei Xu; Josef van Genabith; Deyi Xiong; Hongying Zan

   JoinER-BART: Joint Entity and Relation Extraction with Constrained Decoding, Representation Reuse and Fusion

   In: IEEE Transactions on Audio, Speech and Language Processing (IEEE TASL), Vol. 28, Pages x-x, 2023.

3. Josef van Genabith; Hongfei Xu; Qiuhui Liu; Deyi Xiong

   Probing Word Translations in the TRansformer and Trading Decoder for Encoder Layers

   In: Proceedings of the 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics. Annual Conference of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL-2021), NAACL-HLT, located at Annual Conference of the North American Chapter of the Association for Computational Linguistics, June 6-11, Pages 74-85, .. 6/2021.

4. Hongfei Xu; Quihui Liu; Josef van Genabith; Deyi Xiong; Meng Zhang

   Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation

   In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics. Annual Meeting of the Association for Computational Linguistics (ACL-2021), August 1-6, Bangkok/Virtual, Thailand, 2021.

5. Hongfei Xu; Quihui Liu; Josef van Genabith; Deyi Xiong

   Modelling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation

   In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics. Annual Meeting of the Association for Computational Linguistics (ACL-2021), located at ACL 2021, August 1-6, Bangkok, Thailand, ... 2021.

6. Santanu Pal; Hongfei Xu; Nico Herbig; Sudip Kumar Naskar; Antonio Krüger; Josef van Genabith

   The Transference Architecture for Automatic Post-Editing

   In: Proceedings of the 28th Conference on Computational Linguistics. International Conference on Computational Linguistics (COLING-2020), December 12-13, Barcelona, Spain, Pages 5963-5974, International Committee on Computational Linguistics, 12/2020.

7. Hongfei Xu; Deyi Xiong; Josef van Genabith; Qiuhui Liu

   Efficient Context-Aware Neural Machine Translation with Layer-Wise Weighting and Input-Aware Gating

   In: Christian Bessiere (Hrsg.). Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial Intelligence (IJCAI-2020), 29th International Joint Conference on Artificial Intelligence and 17th Pacific Rim International Conference on Artificial Intelligence, located at IJCAI-PRICAI 2020, January 5-10, Online, Pages 3933-3940, ISBN 978-0-9992411-6-5, IJCAI, 7/2020.

8. Hongfei Xu; Josef van Genabith; Deyi Xiong; Qiuhui Liu

   Analyzing Word Translation of Transformer Layers

   In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2003.09586, arXiv, 3/2020.

9. Hongfei Xu; Josef van Genabith; Deyi Xiong; Qiuhui Liu

   Transformer with Depth-wise LSTM

   keine Angabe, 2020.

10. Santanu Pal; Hongfei Xu; Nico Herbig; Antonio Krüger; Josef van Genabith

    USAAR-DFKI - The Transference Architecture for English-German Automatic Post-Editing

    In: Proceedings of the Fourth Conference on Machine Translation. Conference on Machine Translation (WMT-2019), August 1-2, Florence, Italy, Pages 124-131, ACL, 8/2019.

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