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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 3 Hits 1 – 20 of 48 1 Is "my favorite new movie" my favorite movie? Probing the Understanding of Recursive Noun Phrases ... Lyu, Qing; Zheng, Hua; Li, Daoxin. - : arXiv, 2021 BASE Show details 2 Scalar Adjective Identification and Multilingual Ranking ... Soler, Aina Garí; Apidianaki, Marianna. - : arXiv, 2021 BASE Show details 3 Scalar Adjective Identification and Multilingual Ranking ... NAACL 2021 2021; Apidianaki, Marianna; Garí Soler, Aina. - : Underline Science Inc., 2021 BASE Show details 4 Let's Play Mono-Poly: BERT Can Reveal Words' Polysemy Level and Partitionability into Senses ... Soler, Aina Garí; Apidianaki, Marianna. - : arXiv, 2021 Abstract: Pre-trained language models (LMs) encode rich information about linguistic structure but their knowledge about lexical polysemy remains unclear. We propose a novel experimental setup for analysing this knowledge in LMs specifically trained for different languages (English, French, Spanish and Greek) and in multilingual BERT. We perform our analysis on datasets carefully designed to reflect different sense distributions, and control for parameters that are highly correlated with polysemy such as frequency and grammatical category. We demonstrate that BERT-derived representations reflect words' polysemy level and their partitionability into senses. Polysemy-related information is more clearly present in English BERT embeddings, but models in other languages also manage to establish relevant distinctions between words at different polysemy levels. Our results contribute to a better understanding of the knowledge encoded in contextualised representations and open up new avenues for multilingual lexical semantics ... : Accepted to TACL. Pre-MIT Press publication version ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2104.14694 https://dx.doi.org/10.48550/arxiv.2104.14694 BASE Hide details 5 Let's Play mono-poly: BERT Can Reveal Words' Degree of Polysemy ... 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; Apidianaki, Marianna; Garí Soler, Aina. - : Underline Science Inc., 2021 BASE Show details 6 ALL Dolphins Are Intelligent and SOME Are Friendly: Probing BERT for Nouns' Semantic Properties and their Prototypicality ... Apidianaki, Marianna; Soler, Aina Garí. - : arXiv, 2021 BASE Show details 7 BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations ... Soler, Aina Garí; Apidianaki, Marianna. - : arXiv, 2020 BASE Show details 8 MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning ... Soler, Aina Garí; Apidianaki, Marianna. - : arXiv, 2020 BASE Show details 9 Common sense or world knowledge? Investigating adapter-based knowledge injection into pretrained transformers Lauscher, Anne; Majewska, Olga; Ribeiro, Leonardo F. R.. - : Association for Computational Linguistics, 2020 BASE Show details 10 Knowledge graphs meet moral values Hulpus, Ioana; Kobbe, Jonathan; Stuckenschmidt, Heiner. - : Association for Computational Linguistics, 2020 BASE Show details 11 SumQE: a BERT-based Summary Quality Estimation Model ... Xenouleas, Stratos; Malakasiotis, Prodromos; Apidianaki, Marianna. - : arXiv, 2019 BASE Show details 12 Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification ... Kriz, Reno; Sedoc, João; Apidianaki, Marianna. - : arXiv, 2019 BASE Show details 13 Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes ... Soler, Aina Garí; Apidianaki, Marianna; Allauzen, Alexandre. - : arXiv, 2019 BASE Show details 14 Simplification Using Paraphrases and Context-Based Lexical Substitution Kriz, Reno; Miltsakaki, Eleni; Apidianaki, Marianna... In: Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ; https://hal.archives-ouvertes.fr/hal-01838519 ; Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Association for Computational Linguistics, Jun 2018, Nouvelle Orléans, United States (2018) BASE Show details 15 Automated Paraphrase Lattice Creation for HyTER Machine Translation Evaluation Apidianaki, Marianna; Wisniewski, Guillaume; Cocos, Anne... In: Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ; https://hal.archives-ouvertes.fr/hal-01838521 ; Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Association for Computational Linguistics Jun 2018, Nouvelle Orléans, United States (2018) BASE Show details 16 Comparing Constraints for Taxonomic Organization Cocos, Anne; Apidianaki, Marianna; Callison-Burch, Chris In: Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ; https://hal.archives-ouvertes.fr/hal-01838520 ; Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Association for Computational Linguistics Jun 2018, Nouvelle Orléans, United States (2018) BASE Show details 17 UniMa at SemEval-2018 Task 7 : semantic relation extraction and classification from scientific publications Ponzetto, Simone Paolo; Zhang, Jingyi; Keiper, Thorsten. - : Association for Computational Linguistics, 2018 BASE Show details 18 Mapping the Paraphrase Database to WordNet Cocos, Anne; Apidianaki, Marianna; Callison-Burch, Chris In: Conference on Lexical and Computational Semantics ; https://hal.archives-ouvertes.fr/hal-01838527 ; Conference on Lexical and Computational Semantics, Aug 2017, Vancouver, Canada (2017) BASE Show details 19 Learning Antonyms with Paraphrases and a Morphology-aware Neural Network Rajana, Sneha; Callison-Burch, Chris; Apidianaki, Marianna... In: Conference on Lexical and Computational Semantics ; https://hal.archives-ouvertes.fr/hal-01838526 ; Conference on Lexical and Computational Semantics, Aug 2017, Vancouver, Canada (2017) BASE Show details 20 Word Sense Filtering Improves Embedding-Based Lexical Substitution Apidianaki, Marianna; Cocos, Anne; Callison-Burch, Chris In: Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01838524 ; Conference of the European Chapter of the Association for Computational Linguistics , Apr 2017, Valencia, Spain (2017) BASE Show details Page: 1 2 3

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