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X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering ...
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Scalar Adjective Identification and Multilingual Ranking ...
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Abstract:
Read the paper on the folowing link: https://www.aclweb.org/anthology/2021.naacl-main.370/ Abstract: The intensity relationship that holds between scalar adjectives (e.g., nice < great < wonderful) is highly relevant for natural language inference and common-sense reasoning. Previous research on scalar adjective ranking has focused on English, mainly due to the availability of datasets for evaluation. We introduce a new multilingual dataset in order to promote research on scalar adjectives in new languages. We perform a series of experiments and set performance baselines on this dataset, using monolingual and multilingual contextual language models. Additionally, we introduce a new binary classification task for English scalar adjective identification which examines the models’ ability to distinguish scalar from relational adjectives. We probe contextualised representations and report baseline results for future comparison on this task. ...
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URL: https://dx.doi.org/10.48448/wwns-a833 https://underline.io/lecture/19676-scalar-adjective-identification-and-multilingual-ranking
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Probing Contextual Language Models for Common Ground with Visual Representations ...
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65 |
Do RNN States Encode Abstract Phonological Alternations? ...
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66 |
Characterizing English Variation across Social Media Communities with BERT ...
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67 |
On learning and representing social meaning in NLP: a sociolinguistic perspective ...
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69 |
The structure of online social networks modulates the rate of lexical change ...
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ENTRUST: Argument Reframing with Language Models and Entailment ...
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On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies ...
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Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality ...
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Data and Model Distillation as a Solution for Domain-transferable Fact Verification ...
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Cross-Lingual Word Embedding Refinement by $\ell_{1}$ Norm Optimisation ...
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Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction ...
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Representations of Meaning in Neural Networks for NLP: a Thesis Proposal ...
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79 |
Nutribullets Hybrid: Multi-document Health Summarization ...
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What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization ...
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