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ERC Grants > ERC Grant 740516: Non-sequence models for tokenization replacement

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  • Collection (15)
    • ERC Grants (15)
      • ERC Grant 740516: Non-sequence models for tokenization replacement (15)
Group by: Date | Creators | Item Type | Language | Volume
Jump to: 2019 | 2018
Number of items at this level: 15.

2019

Kemos, Apostolos; Adel, Heike; Schütze, Hinrich (June 2019): Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging. UNSPECIFIED, 2. - 7. June 2019, Minneapolis, USA. [PDF, 369kB]

Schick, Timo; Schütze, Hinrich (June 2019): Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts. 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics, 2. - 7. June 2019, Minneapolis, USA. [PDF, 304kB]

Schick, Timo; Schütze, Hinrich (January 2019): Learning Semantic Representations for Novel Words: Leveraging Both Form and Context. Thirty-Third AAAI Conference on Artificial Intelligence; AAAI-2019, 27. January – 01. February 2019, Honolulu, Hawaii, USA. [PDF, 165kB]

Schick, Timo; Schütze, Hinrich (April 2019): Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking. [PDF, 372kB]

2018

Cornolti, Marco; Ferragina, Paolo; Ciaramita, Massimiliano; Rüd, Stefan; Schütze, Hinrich (December 2018): SMAPH: A Piggyback Approach for Entity-Linking in Web Queries. In: ACM Transactions on Information Systems, Vol. 37, No. 1, 13 [PDF, 1MB]

Dufter, Philipp; Schütze, Hinrich (November 2018): A Stronger Baseline for Multilingual Word Embeddings. [PDF, 173kB]

Dufter, Philipp; Zhao, Mengjie; Schmitt, Martin; Fraser, Alexander; Schütze, Hinrich (July 2018): Embedding Learning Through Multilingual Concept Induction. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), July 15-20, 2018, Melbourne, Australia. [PDF, 453kB]

Kann, Katharina; Schütze, Hinrich (October 2018): Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting. 2018 Conference on Empirical Methods in Natural Language Processing, 31. October - 04. November 2018, Brussels, Belgium. [PDF, 879kB]

Poerner, Nina; Roth, Benjamin; Schütze, Hinrich (July 2018): Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement. The 56th Annual Meeting of the Association for Computational Linguistics, 15. - 20. July 2018, Melbourne, Australia. [PDF, 669kB]

Poerner, Nina; Sabet, Masoud Jalili; Roth, Benjamin; Schütze, Hinrich (October 2018): Aligning Very Small Parallel Corpora Using Cross-Lingual Word Embeddings and a Monogamy Objective. [PDF, 409kB]

Schmitt, Martin; Steinheber, Simon; Schreiber, Konrad (October 2018): Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks. 2018 Conference on Empirical Methods in Natural Language Processing; EMNLP 2018, 31. October - 02. November 2018, Brussels, Belgium. [PDF, 193kB]

Yaghoobzadeh, Yadollah; Adel, Heike; Schütze, Hinrich (April 2018): Corpus-Level Fine-Grained Entity Typing. In: Journal of Artificial intelligence Research, Vol. 61: pp. 835-862 [PDF, 1MB]

Yaghoobzadeh, Yadollah; Schütze, Hinrich (October 2018): Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing. 2018 Conference on Empirical Methods in Natural Language Processing, 31. October - 04. November 2018, Brussels, Belgium. [PDF, 292kB]

Yin, Wenpeng; Schütze, Hinrich (2018): Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms. In: Transactions of the Association for Computational Linguistics, Vol. 6: pp. 687-702 [PDF, 1MB]

Yin, Wenpeng; Yaghoobzadeh, Yadollah; Schütze, Hinrich (August 2018): Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs. The 27th International Conference on Computational Linguistics; COLING2018, 20. - 26. August 2018, Santa Fe, New Mexico, USA. [PDF, 424kB]

This list was generated on Sat Nov 23 04:04:31 2019 CET.