Search Results - "Garí Soler, Aina"

Let’s Play Mono - Poly : BERT Can Reveal Words’ Polysemy Level and Partitionability into Senses by Garí Soler, Aina, Apidianaki, Marianna

“…Pre-trained language models (LMs) encode rich information about linguistic structure but their knowledge about lexical polysemy remains unclear. We propose a…”
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The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations by Soler, Aina Garí, Labeau, Matthieu, Clavel, Chloé

“…When deriving contextualized word representations from language models, a decision needs to be made on how to obtain one for out-of-vocabulary (OOV) words that…”
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Language disintegration under conditions of severe formal thought disorder by Tovar Torres, Antonia, Schmeisser Nieto, Wolfgang Sebastian, Garí Soler, Aina, Morey Matamalas, Catalina, Hinzen, Wolfram

“…On current models of the language faculty, the language system is taken to be divided by an interface with systems of thought. However, thought of the type…”
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Language disintegration in spontaneous speech in Huntington’s disease: a more fine-grained analysis by Tovar, Antonia, Garí Soler, Aina, Ruiz-Idiago, Jesús, Mareca Viladrich, Celia, Pomarol-Clotet, Edith, Rosselló, Joana, Hinzen, Wolfram

“…•Huntington’s disease (HD) involves changes in language, along with primary motor symptoms.•Linguistic change emerged in spontaneous speech prior to the onset…”
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The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations by Soler, Aina Garí, Labeau, Matthieu, Clavel, Chloé

“…When deriving contextualized word representations from language models, a decision needs to be made on how to obtain one for out-of-vocabulary (OOV) words that…”
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ALL Dolphins Are Intelligent and SOME Are Friendly: Probing BERT for Nouns' Semantic Properties and their Prototypicality by Apidianaki, Marianna, Soler, Aina Garí

“…Large scale language models encode rich commonsense knowledge acquired through exposure to massive data during pre-training, but their understanding of…”
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Scalar Adjective Identification and Multilingual Ranking by Soler, Aina Garí, Apidianaki, Marianna

“…The intensity relationship that holds between scalar adjectives (e.g., nice < great < wonderful) is highly relevant for natural language inference and…”
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Let's Play Mono-Poly: BERT Can Reveal Words' Polysemy Level and Partitionability into Senses by Soler, Aina Garí, Apidianaki, Marianna

“…Pre-trained language models (LMs) encode rich information about linguistic structure but their knowledge about lexical polysemy remains unclear. We propose a…”
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BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations by Soler, Aina Garí, Apidianaki, Marianna

“…Adjectives like pretty, beautiful and gorgeous describe positive properties of the nouns they modify but with different intensity. These differences are…”
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MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning by Soler, Aina Garí, Apidianaki, Marianna

“…We present the MULTISEM systems submitted to SemEval 2020 Task 3: Graded Word Similarity in Context (GWSC). We experiment with injecting semantic knowledge…”
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Exploring sentence informativeness by Montariol, Syrielle, Soler, Aina Garí, Allauzen, Alexandre

“…This study is a preliminary exploration of the concept of informativeness -how much information a sentence gives about a word it contains- and its potential…”
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Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes by Soler, Aina Garí, Apidianaki, Marianna, Allauzen, Alexandre

“…Usage similarity estimation addresses the semantic proximity of word instances in different contexts. We apply contextualized (ELMo and BERT) word and sentence…”
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