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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 4 5 6...68 Hits 21 – 40 of 1.343 21 Multilingual and Multimodal Abuse Detection ... Sharon, Rini; Shah, Heet; Mukherjee, Debdoot. - : arXiv, 2022 BASE Show details 22 MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages ... FitzGerald, Jack; Hench, Christopher; Peris, Charith. - : arXiv, 2022 BASE Show details 23 DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition ... Wang, Xinyu; Shen, Yongliang; Cai, Jiong. - : arXiv, 2022 BASE Show details 24 DeepNet: Scaling Transformers to 1,000 Layers ... Wang, Hongyu; Ma, Shuming; Dong, Li. - : arXiv, 2022 BASE Show details 25 Adapting BigScience Multilingual Model to Unseen Languages ... Yong, Zheng-Xin; Nikoulina, Vassilina. - : arXiv, 2022 BASE Show details 26 On Efficiently Acquiring Annotations for Multilingual Models ... Moniz, Joel Ruben Antony; Patra, Barun; Gormley, Matthew R.. - : arXiv, 2022 Abstract: When tasked with supporting multiple languages for a given problem, two approaches have arisen: training a model for each language with the annotation budget divided equally among them, and training on a high-resource language followed by zero-shot transfer to the remaining languages. In this work, we show that the strategy of joint learning across multiple languages using a single model performs substantially better than the aforementioned alternatives. We also demonstrate that active learning provides additional, complementary benefits. We show that this simple approach enables the model to be data efficient by allowing it to arbitrate its annotation budget to query languages it is less certain on. We illustrate the effectiveness of our proposed method on a diverse set of tasks: a classification task with 4 languages, a sequence tagging task with 4 languages and a dependency parsing task with 5 languages. Our proposed method, whilst simple, substantially outperforms the other viable alternatives for ... : ACL 2022 (Short Paper) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://arxiv.org/abs/2204.01016 https://dx.doi.org/10.48550/arxiv.2204.01016 BASE Hide details 27 Team ÚFAL at CMCL 2022 Shared Task: Figuring out the correct recipe for predicting Eye-Tracking features using Pretrained Language Models ... Bhattacharya, Sunit; Kumar, Rishu; Bojar, Ondrej. - : arXiv, 2022 BASE Show details 28 Does Corpus Quality Really Matter for Low-Resource Languages? ... Artetxe, Mikel; Aldabe, Itziar; Agerri, Rodrigo. - : arXiv, 2022 BASE Show details 29 IIITDWD-ShankarB@ Dravidian-CodeMixi-HASOC2021: mBERT based model for identification of offensive content in south Indian languages ... Biradar, Shankar; Saumya, Sunil. - : arXiv, 2022 BASE Show details 30 mSLAM: Massively multilingual joint pre-training for speech and text ... Bapna, Ankur; Cherry, Colin; Zhang, Yu. - : arXiv, 2022 BASE Show details 31 On the Representation Collapse of Sparse Mixture of Experts ... Chi, Zewen; Dong, Li; Huang, Shaohan. - : arXiv, 2022 BASE Show details 32 Politics and Virality in the Time of Twitter: A Large-Scale Cross-Party Sentiment Analysis in Greece, Spain and United Kingdom ... Antypas, Dimosthenis; Preece, Alun; Collados, Jose Camacho. - : arXiv, 2022 BASE Show details 33 L3Cube-MahaHate: A Tweet-based Marathi Hate Speech Detection Dataset and BERT models ... Velankar, Abhishek; Patil, Hrushikesh; Gore, Amol. - : arXiv, 2022 BASE Show details 34 Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts ... Amin, Saadullah; Goldstein, Noon Pokaratsiri; Wixted, Morgan Kelly. - : arXiv, 2022 BASE Show details 35 A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model ... Sun, Xin; Ge, Tao; Ma, Shuming. - : arXiv, 2022 BASE Show details 36 A New Generation of Perspective API: Efficient Multilingual Character-level Transformers ... Lees, Alyssa; Tran, Vinh Q.; Tay, Yi. - : arXiv, 2022 BASE Show details 37 Factual Consistency of Multilingual Pretrained Language Models ... Fierro, Constanza; Søgaard, Anders. - : arXiv, 2022 BASE Show details 38 Examining Scaling and Transfer of Language Model Architectures for Machine Translation ... Zhang, Biao; Ghorbani, Behrooz; Bapna, Ankur. - : arXiv, 2022 BASE Show details 39 MuMiN: A Large-Scale Multilingual Multimodal Fact-Checked Misinformation Social Network Dataset ... Nielsen, Dan Saattrup; McConville, Ryan. - : arXiv, 2022 BASE Show details 40 Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi ... Velankar, Abhishek; Patil, Hrushikesh; Joshi, Raviraj. - : arXiv, 2022 BASE Show details Page: 1 2 3 4 5 6...68

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