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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 36 1 Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports ... Hirlea, Dan; Bryant, Christopher; Zollo, Maurizio. - : arXiv, 2021 BASE Show details 2 Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Bujel, Kamil; Rei, Marek. - : Underline Science Inc., 2021 BASE Show details 3 GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Liakata, Maria; Peinelt, Nicole. - : Underline Science Inc., 2021 BASE Show details 4 Multidirectional Associative Optimization of Function-Specific Word Representations ... Gerz, Daniela; Vulic, Ivan; Rei, Marek. - : Apollo - University of Cambridge Repository, 2020 BASE Show details 5 Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels ... Pislar, Miruna; Rei, Marek. - : arXiv, 2020 BASE Show details 6 GiBERT: Introducing Linguistic Knowledge into BERT through a Lightweight Gated Injection Method ... Peinelt, Nicole; Rei, Marek; Liakata, Maria. - : arXiv, 2020 BASE Show details 7 Multidirectional Associative Optimization of Function-Specific Word Representations Gerz, Daniela; Vulic, Ivan; Rei, Marek; Reichart, Roi; Korhonen, Anna; Linguist, Assoc Computat. - : Association for Computational Linguistics, 2020. : 58TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2020), 2020 Abstract: We present a neural framework for learning associations between interrelated groups of words such as the ones found in Subject-Verb-Object (SVO) structures. Our model induces a joint function-specific word vector space, where vectors of e.g. plausible SVO compositions lie close together. The model retains information about word group membership even in the joint space, and can thereby effectively be applied to a number of tasks reasoning over the SVO structure. We show the robustness and versatility of the proposed framework by reporting state-of-the-art results on the tasks of estimating selectional preference and event similarity. The results indicate that the combinations of representations learned with our task-independent model outperform task-specific architectures from prior work, while reducing the number of parameters by up to 95%. URL: https://www.repository.cam.ac.uk/handle/1810/306833 https://doi.org/10.17863/CAM.53924 BASE Hide details 8 Verbal multiword expressions for identification of metaphor Taslimipoor, Shiva; Rohanian, Omid; Ha, Le. - : ACL, 2020 BASE Show details 9 Improving bilingual lexicon induction with unsupervised post-processing of monolingual word vector spaces Glavaš, Goran; Korhonen, Anna; Vulić, Ivan. - : Association for Computational Linguistics, 2020 BASE Show details 10 Specializing distributional vectors of all words for lexical entailment Ponti, Edoardo Maria; Kamath, Aishwarya; Pfeiffer, Jonas. - : Association for Computational Linguistics, 2019 BASE Show details 11 Scoring Lexical Entailment with a Supervised Directional Similarity Network ... Rei, Marek; Gerz, Daniela; Vulić, Ivan. - : arXiv, 2018 BASE Show details 12 Scoring lexical entailment with a supervised directional similarity network ... Rei, Marek; Gerz, Daniela; Vulić, I. - : Apollo - University of Cambridge Repository, 2018 BASE Show details 13 Scoring lexical entailment with a supervised directional similarity network 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 BASE Show details 14 Variable typing: Assigning meaning to variables in mathematical text 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 BASE Show details 15 Sequence classification with human attention Barrett, M; Bingel, J; Hollenstein, N. - : Association for Computational Linguistics, 2018. : CoNLL 2018 - 22nd Conference on Computational Natural Language Learning, Proceedings, 2018 BASE Show details 16 Auxiliary Objectives for Neural Error Detection Models ... Rei, Marek; Yannakoudakis, Helen. - : Apollo - University of Cambridge Repository, 2017 BASE Show details 17 Neural Sequence-Labelling Models for Grammatical Error Correction ... Yannakoudakis, Helen; Rei, Marek; Andersen, Oeistein. - : Apollo - University of Cambridge Repository, 2017 BASE Show details 18 Auxiliary Objectives for Neural Error Detection Models ... Rei, Marek; Yannakoudakis, Helen. - : arXiv, 2017 BASE Show details 19 Auxiliary Objectives for Neural Error Detection Models Rei, Marek; Yannakoudakis, Helen. - 2017 BASE Show details 20 Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection Rei, Marek; Bulat, LT; Kiela, D. - : Association for Computational Linguistics, 2017. : EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings, 2017 BASE Show details Page: 1 2

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