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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 49 1 Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining ... Kvapilıkova, Ivana; Artetxe, Mikel; Labaka, Gorka. - : arXiv, 2021 BASE Show details 2 Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring ... 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; Agirre, Eneko; Artetxe, Mikel. - : Underline Science Inc., 2021 BASE Show details 3 Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering ... Salaberria, Ander; Azkune, Gorka; de Lacalle, Oier Lopez. - : arXiv, 2021 BASE Show details 4 Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Agirre, Eneko; Barrena, Ander. - : Underline Science Inc., 2021 BASE Show details 5 Spot The Bot : a robust and efficient framework for the evaluation of conversational dialogue systems ... Deriu, Jan Milan; Tuggener, Don; Von Däniken, Pius. - : Association for Computational Linguistics, 2020 BASE Show details 6 DoQA : accessing domain-specific FAQs via conversational QA ... Campos, Jon Ander; Otegi, Arantxa; Soroa, Aitor. - : Association for Computational Linguistics, 2020 BASE Show details 7 A methodology for creating question answering corpora using inverse data annotation ... Deriu, Jan Milan; Mlynchyk, Katsiaryna; Schläpfer, Philippe. - : Association for Computational Linguistics, 2020 BASE Show details 8 A Call for More Rigor in Unsupervised Cross-lingual Learning ... Artetxe, Mikel; Ruder, Sebastian; Yogatama, Dani. - : arXiv, 2020 BASE Show details 9 Give your Text Representation Models some Love: the Case for Basque ... Agerri, Rodrigo; Vicente, Iñaki San; Campos, Jon Ander; Barrena, Ander; Saralegi, Xabier; Soroa, Aitor; Agirre, Eneko. - : arXiv, 2020 Abstract: Word embeddings and pre-trained language models allow to build rich representations of text and have enabled improvements across most NLP tasks. Unfortunately they are very expensive to train, and many small companies and research groups tend to use models that have been pre-trained and made available by third parties, rather than building their own. This is suboptimal as, for many languages, the models have been trained on smaller (or lower quality) corpora. In addition, monolingual pre-trained models for non-English languages are not always available. At best, models for those languages are included in multilingual versions, where each language shares the quota of substrings and parameters with the rest of the languages. This is particularly true for smaller languages such as Basque. In this paper we show that a number of monolingual models (FastText word embeddings, FLAIR and BERT language models) trained with larger Basque corpora produce much better results than publicly available versions in downstream ... : Accepted at LREC 2020; 8 pages, 7 tables ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2004.00033 https://dx.doi.org/10.48550/arxiv.2004.00033 BASE Hide details 10 Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning ... The 28th International Conference on Computational Linguistics 2020; Agirre, Eneko; Azkune, Gorka. - : Underline Science Inc., 2020 BASE Show details 11 Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring ... Ormazabal, Aitor; Artetxe, Mikel; Soroa, Aitor. - : arXiv, 2020 BASE Show details 12 Translation Artifacts in Cross-lingual Transfer Learning ... Artetxe, Mikel; Labaka, Gorka; Agirre, Eneko. - : arXiv, 2020 BASE Show details 13 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 14 Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings Yaghoobzadeh, Yadollah; Kann, Katharina; Hazen, Timothy. - : Ludwig-Maximilians-Universität München, 2019 BASE Show details 15 Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings ... Yaghoobzadeh, Yadollah; Kann, Katharina; Hazen, Timothy. - : Association for Computational Linguistics, 2019 BASE Show details 16 Analyzing the Limitations of Cross-lingual Word Embedding Mappings ... Ormazabal, Aitor; Artetxe, Mikel; Labaka, Gorka. - : arXiv, 2019 BASE Show details 17 Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation ... Artetxe, Mikel; Labaka, Gorka; Lopez-Gazpio, Iñigo. - : arXiv, 2018 BASE Show details 18 SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Cross-lingual Focused Evaluation Cer, Daniel; Diab, Mona; Agirre, Eneko,... In: Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) ; The 11th International Workshop on Semantic Evaluation (SemEval-2017) ; https://hal.archives-ouvertes.fr/hal-01560674 ; The 11th International Workshop on Semantic Evaluation (SemEval-2017), Steven Bethard; Marine Carpuat; Marianna Apidianaki; Saif M. Mohammad; Daniel Cer; David Jurgens, Aug 2017, Vancouver, Canada. pp.1 - 14 (2017) BASE Show details 19 SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation ... Cer, Daniel; Diab, Mona; Agirre, Eneko. - : arXiv, 2017 BASE Show details 20 QTLeap WSD/NED corpus Agirre, Eneko; Branco, António; Popel, Martin. - : University of the Basque Country, UPV/EHU, 2015. : Faculty of Science, Univeristy of Lisbon, FCUL, 2015. : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2015. : Bulgarian Academy of Sciences, IICT-BAS, 2015 BASE Show details Page: 1 2 3

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