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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 Hits 1 – 20 of 20 1 Towards Universality in Multilingual Text Rewriting ... Garcia, Xavier; Constant, Noah; Guo, Mandy. - : arXiv, 2021 BASE Show details 2 XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation ... Ruder, Sebastian; Constant, Noah; Botha, Jan. - : arXiv, 2021 BASE Show details 3 nmT5 -- Is parallel data still relevant for pre-training massively multilingual language models? ... Kale, Mihir; Siddhant, Aditya; Constant, Noah. - : arXiv, 2021 BASE Show details 4 Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution ... Garcia, Xavier; Constant, Noah; Parikh, Ankur P.. - : arXiv, 2021 BASE Show details 5 The Power of Scale for Parameter-Efficient Prompt Tuning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Al-Rfou, Rami; Constant, Noah. - : Underline Science Inc., 2021 BASE Show details 6 TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling ... 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; Constant, Noah; Guo, Mandy. - : Underline Science Inc., 2021 BASE Show details 7 mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer ... NAACL 2021 2021; Al-Rfou, Rami; Barua, Aditya. - : Underline Science Inc., 2021 BASE Show details 8 Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution ... NAACL 2021 2021; Constant, Noah; Firat, Orhan. - : Underline Science Inc., 2021 BASE Show details 9 mT5: A massively multilingual pre-trained text-to-text transformer ... Xue, Linting; Constant, Noah; Roberts, Adam. - : arXiv, 2020 BASE Show details 10 Towards Zero-Shot Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension ... Shakeri, Siamak; Constant, Noah; Kale, Mihir Sanjay; Xue, Linting. - : arXiv, 2020 Abstract: We propose a simple method to generate multilingual question and answer pairs on a large scale through the use of a single generative model. These synthetic samples can be used to improve the zero-shot performance of multilingual QA models on target languages. Our proposed multi-task training of the generative model only requires the labeled training samples in English, thus removing the need for such samples in the target languages, making it applicable to far more languages than those with labeled data. Human evaluations indicate the majority of such samples are grammatically correct and sensible. Experimental results show our proposed approach can achieve large gains on the XQuAD dataset, reducing the gap between zero-shot and supervised performance of smaller QA models on various languages. ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://arxiv.org/abs/2010.12008 https://dx.doi.org/10.48550/arxiv.2010.12008 BASE Hide details 11 LAReQA: Language-agnostic answer retrieval from a multilingual pool ... Roy, Uma; Constant, Noah; Al-Rfou, Rami. - : arXiv, 2020 BASE Show details 12 Multilingual Universal Sentence Encoder for Semantic Retrieval ... Yang, Yinfei; Cer, Daniel; Ahmad, Amin. - : arXiv, 2019 BASE Show details 13 Effective Parallel Corpus Mining using Bilingual Sentence Embeddings ... Guo, Mandy; Shen, Qinlan; Yang, Yinfei. - : arXiv, 2018 BASE Show details 14 The main sessionProceedings of the forty-seventh (47.) annual meeting of the Chicago Linguistic Society 1. Constant, Noah In: The main session (2014), S. 47-62 Leibniz-Zentrum Allgemeine Sprachwissenschaft Show details 15 Contrastive Topic: Meanings and Realizations Constant, Noah In: Doctoral Dissertations (2014) BASE Show details 16 English rise-fall-rise: a study in the semantics and pragmatics of intonation Constant, Noah In: Linguistics and philosophy. - Dordrecht [u.a.] : Springer 35 (2012) 5, 407-442 OLC Linguistik Show details 17 Witnessable quantifiers license type-e meaning: Evidence from contrastive topic, equatives and supplements Constant, Noah In: Semantics and Linguistic Theory; Proceedings of SALT 22; 286-306 ; 2163-5951 (2012) BASE Show details 18 Mandarin 'even', `all' and the Trigger of Focus Movement Constant, Noah; Gu, Chloe C In: University of Pennsylvania Working Papers in Linguistics (2010) BASE Show details 19 The pragmatics of expressive content: evidence from large corpora Constant, Noah; Davis, Christopher; Potts, Christopher... In: SDV - Sprache und Datenverarbeitung. International journal for language data processing 33 (2009) 1-2, 7-23 IDS Bibliografie zur deutschen Grammatik Show details 20 The pragmatics of expressive content: evidence from large corpora Potts, Christopher; Schwarz, Florian; Davis, Christopher... In: Sprache und Datenverarbeitung. - Duisburg : Univ.-Verl. Rhein-Ruhr 33 (2009) 1-2, 7-23 BLLDB OLC Linguistik Show details

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