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Horizon 2020 > ERC Grants > ERC Advanced Grant > ERC Grant 740516: NonSequeToR - Non-sequence models for tokenization replacement

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Number of items at this level: 28.

2020

Dufter, Philipp; Schütze, Hinrich (1. May 2020): Identifying Necessary Elements for BERT’s Multilinguality. [PDF, 631kB]

Hofmann, Valentin; Pierrehumbert, Janet; Schütze, Hinrich (6. July 2020): Predicting the Growth of Morphological Families from Social and Linguistic Factors. UNSPECIFIED, July 6 – 8, 2020, Seattle, USA [PDF, 2MB]

Hofmann, Valentin; Schütze, Hinrich; Pierrehumbert, Janet (6. July 2020): A Graph Auto-encoder Model of Derivational Morphology. UNSPECIFIED, July 6 – 8, 2020, Seattle, USA [PDF, 1MB]

Kassner, Nora; Schütze, Hinrich (6. July 2020): Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly. UNSPECIFIED, July 6 – 8, 2020, Seattle, USA [PDF, 251kB]

Poerner, Nina; Waltinger, Ulli; Schütze, Hinrich (6. July 2020): Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity. UNSPECIFIED, July 6 – 8, 2020, Seattle, USA [PDF, 386kB]

Sabet, Masoud Jalili; Dufter, Philipp; Schütze, Hinrich (27. April 2020): SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings. [PDF, 1MB]

Schick, Timo; Schütze, Hinrich (6. July 2020): BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance. UNSPECIFIED, July 6 – 8, 2020, Seattle, USA [PDF, 399kB]

2019

Adel, Heike; Schütze, Hinrich (September 2019): Type-aware Convolutional Neural Networks for Slot Filling. In: Journal of Artificial Intelligence Research, Vol. 66: pp. 297-339 [PDF, 496kB]

Dufter, Philipp; Schütze, Hinrich (3. November 2019): Analytical Methods for Interpretable Ultradense Word Embeddings. UNSPECIFIED, November 3–7, 2019, Hong Kong, China [PDF, 423kB]

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]

McClelland, James; Hill, Felix; Rudolph, Maja; Baldridge, Jason; Schütze, Hinrich (12. December 2019): Extending Machine Language Models toward Human-Level Language Understanding. [PDF, 897kB]

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]

Sedinkina, Marina; Breitkopf, Nikolas; Schütze, Hinrich (28. July 2019): Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes. UNSPECIFIED, July 28 - August 2, 2019, Florence, Italy [PDF, 301kB]

Yaghoobzadeh, Yadollah; Kann, Katharina; Hazen, Timothy; Agirre, Eneko; Schütze, Hinrich (28. July 2019): Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings. UNSPECIFIED, July 28 - August 2, 2019, Florence, Italy [PDF, 690kB]

Zhao, Mengjie; Schütze, Hinrich (28. July 2019): A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction. UNSPECIFIED, July 28 - August 2, 2019, Florence, Italy [PDF, 544kB]

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 Sun Sep 20 14:07:23 2020 CEST.