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Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports ...
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Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers ...
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GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method ...
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Multidirectional Associative Optimization of Function-Specific Word Representations ...
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Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels ...
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GiBERT: Introducing Linguistic Knowledge into BERT through a Lightweight Gated Injection Method ...
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Multidirectional Associative Optimization of Function-Specific Word Representations
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Gerz, Daniela; Vulic, Ivan; Rei, Marek. - : Association for Computational Linguistics, 2020. : 58TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2020), 2020
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Improving bilingual lexicon induction with unsupervised post-processing of monolingual word vector spaces
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Specializing distributional vectors of all words for lexical entailment
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Scoring Lexical Entailment with a Supervised Directional Similarity Network ...
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Scoring lexical entailment with a supervised directional similarity network ...
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Scoring lexical entailment with a supervised directional similarity network
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Rei, Marek; Gerz, Daniela; Vulić, I. - : Association for Computational Linguistics, 2018. : ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers), 2018
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Variable typing: Assigning meaning to variables in mathematical text
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Stathopoulos, YA; Baker, Simon; Rei, Marek. - : Association for Computational Linguistics, 2018. : https://aclanthology.org/volumes/N18-1/, 2018. : NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference, 2018
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Sequence classification with human attention
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Barrett, M; Bingel, J; Hollenstein, N. - : Association for Computational Linguistics, 2018. : CoNLL 2018 - 22nd Conference on Computational Natural Language Learning, Proceedings, 2018
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Neural Sequence-Labelling Models for Grammatical Error Correction ...
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Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection
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Rei, Marek; Bulat, LT; Kiela, D. - : Association for Computational Linguistics, 2017. : EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings, 2017
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