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How are visemes and graphemes integrated with speech sounds during spoken word recognition? ERP evidence for supra-additive responses during audiovisual compared to auditory speech processing
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In: ISSN: 0093-934X ; EISSN: 1090-2155 ; Brain and Language ; https://hal.archives-ouvertes.fr/hal-03472191 ; Brain and Language, Elsevier, 2022, 225, ⟨10.1016/j.bandl.2021.105058⟩ (2022)
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CLIL e recursos hipersensoriais personalizados: simbiose perfeita de ensino e aprendizagem de Inglês no 1.º Ciclo do Ensino Básico
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Linguagem Específica de Domínio para a Integração de Sistemas Ciber Físicos ; Domain Specific Languages for Cyber-Physical Systems Component Integration
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In a Bilingual Mood: Mood Affects Lexico-Semantic Processing Differently in Native and Non-Native Languages
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In: Brain Sciences; Volume 12; Issue 3; Pages: 316 (2022)
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Addressing Syntax-Based Semantic Complementation: Incorporating Entity and Soft Dependency Constraints into Metonymy Resolution
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In: Future Internet; Volume 14; Issue 3; Pages: 85 (2022)
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Abstract:
State-of-the-art methods for metonymy resolution (MR) consider the sentential context by modeling the entire sentence. However, entity representation, or syntactic structure that are informative may be beneficial for identifying metonymy. Other approaches only using deep neural network fail to capture such information. To leverage both entity and syntax constraints, this paper proposes a robust model EBAGCN for metonymy resolution. First, this work extracts syntactic dependency relations under the guidance of syntactic knowledge. Then the work constructs a neural network to incorporate both entity representation and syntactic structure into better resolution representations. In this way, the proposed model alleviates the impact of noisy information from entire sentences and breaks the limit of performance on the complicated texts. Experiments on the SemEval and ReLocaR dataset show that the proposed model significantly outperforms the state-of-the-art method BERT by more than 4%. Ablation tests demonstrate that leveraging these two types of constraints benefits fine pre-trained language models in the MR task.
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Keyword:
dependency integration; entity representation; metonymy resolution
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URL: https://doi.org/10.3390/fi14030085
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Effects of Artificial Extraoral Markers on Accuracy of Three-Dimensional Dentofacial Image Integration: Smartphone Face Scan versus Stereophotogrammetry
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In: Journal of Personalized Medicine; Volume 12; Issue 3; Pages: 490 (2022)
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Second Language Assessment Issues in Refugee and Migrant Children’s Integration and Education: Assessment Tools and Practices for Young Students with Refugee and Migrant Background in Greece
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In: Languages; Volume 7; Issue 2; Pages: 82 (2022)
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| 10 |
THE CORRELATION BETWEEN LANGUAGE AND CULTURE ... : ВЗАИМОСВЯЗЬ МЕЖДУ ЯЗЫКОМ И КУЛЬТУРОЙ ...
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| 11 |
Ethnic Content Integration and Local Curriculum in Myanmar
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In: ASEAS - Austrian Journal of South-East Asian Studies ; 14 ; 2 ; 155-172 ; Multicultural Lingual and Multicultural Education (2022)
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| 12 |
Stakeholders' Insights Into Migrant Students’ Experiences in a Thai Public School: A Linguistic Ecological Perspective
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In: ASEAS - Austrian Journal of South-East Asian Studies ; 14 ; 2 ; 243-266 ; Multicultural Lingual and Multicultural Education (2022)
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| 13 |
Towards Inclusion in Spanish Higher Education: Understanding the Relationship between Identification and Discrimination
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In: Social Inclusion ; 9 ; 3 ; 81-93 ; Inclusive Universities in a Globalized World (2022)
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| 14 |
Migration from Post-Soviet countries to Poland and the Baltic States: trends and features
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In: Baltic Region ; 13 ; 4 ; 79-94 (2022)
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| 15 |
Multi-Lingual and Multicultural Education in Globalizing Southeast Asia
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In: ASEAS - Austrian Journal of South-East Asian Studies ; 14 ; 2 ; 149-153 ; Multicultural Lingual and Multicultural Education (2022)
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| 16 |
Social Inclusion and Multilingualism: Linguistic Justice and Language Policy
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In: Social Inclusion ; 9 ; 1 ; 1-4 ; Social Inclusion and Multilingualism: The Impact of Linguistic Justice, Economy of Language and Language Policy (2022)
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| 17 |
Two Linguas Francas? Social Inclusion through English and Esperanto
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In: Social Inclusion ; 9 ; 1 ; 75-84 ; Social Inclusion and Multilingualism: The Impact of Linguistic Justice, Economy of Language and Language Policy (2022)
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| 18 |
Multilingualism and Social Inclusion in Scotland: Language Options and Ligatures of the "1+2 Language Approach"
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In: Social Inclusion ; 9 ; 1 ; 14-23 ; Social Inclusion and Multilingualism: The Impact of Linguistic Justice, Economy of Language and Language Policy (2022)
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| 19 |
Postcolonial Bonds? Latin American Origins, Discrimination, and Sense of Belonging to Spain
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| 20 |
A “Capital” Journey? Improving the Interprovincial Transit User Experience in Ottawa-Gatineau
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