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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 – 13 of 13 1 Pathologies of Pre-trained Language Models in Few-shot Fine-tuning ... Chen, Hanjie; Zheng, Guoqing; Awadallah, Ahmed Hassan. - : arXiv, 2022 BASE Show details 2 MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning ... Xia, Mengzhou; Zheng, Guoqing; Mukherjee, Subhabrata. - : arXiv, 2021 BASE Show details 3 A Dataset and Baselines for Multilingual Reply Suggestion ... Zhang, Mozhi; Wang, Wei; Deb, Budhaditya. - : arXiv, 2021 BASE Show details 4 A Conditional Generative Matching Model for Multi-lingual Reply Suggestion ... Deb, Budhaditya; Zheng, Guoqing; Shokouhi, Milad. - : arXiv, 2021 BASE Show details 5 XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation ... Mukherjee, Subhabrata; Awadallah, Ahmed Hassan; Gao, Jianfeng. - : arXiv, 2021 BASE Show details 6 Say `YES' to Positivity: Detecting Toxic Language in Workplace Communications ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Awadallah, Ahmed; Bennett, Paul. - : Underline Science Inc., 2021 BASE Show details 7 A Conditional Generative Matching Model for Multi-lingual Reply Suggestion ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Awadallah, Ahmed; Deb, Budhaditya. - : Underline Science Inc., 2021 BASE Show details 8 Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer ... Zhao, Jieyu; Mukherjee, Subhabrata; Hosseini, Saghar. - : arXiv, 2020 BASE Show details 9 XtremeDistil: Multi-stage Distillation for Massive Multilingual Models ... Mukherjee, Subhabrata; Awadallah, Ahmed. - : arXiv, 2020 BASE Show details 10 Smart To-Do : Automatic Generation of To-Do Items from Emails ... Mukherjee, Sudipto; Mukherjee, Subhabrata; Hasegawa, Marcello. - : arXiv, 2020 BASE Show details 11 Distilling BERT into Simple Neural Networks with Unlabeled Transfer Data ... Mukherjee, Subhabrata; Awadallah, Ahmed Hassan. - : arXiv, 2019 BASE Show details 12 Multi-Source Cross-Lingual Model Transfer: Learning What to Share ... Chen, Xilun; Awadallah, Ahmed Hassan; Hassan, Hany; Wang, Wei; Cardie, Claire. - : arXiv, 2018 Abstract: Modern NLP applications have enjoyed a great boost utilizing neural networks models. Such deep neural models, however, are not applicable to most human languages due to the lack of annotated training data for various NLP tasks. Cross-lingual transfer learning (CLTL) is a viable method for building NLP models for a low-resource target language by leveraging labeled data from other (source) languages. In this work, we focus on the multilingual transfer setting where training data in multiple source languages is leveraged to further boost target language performance. Unlike most existing methods that rely only on language-invariant features for CLTL, our approach coherently utilizes both language-invariant and language-specific features at instance level. Our model leverages adversarial networks to learn language-invariant features, and mixture-of-experts models to dynamically exploit the similarity between the target language and each individual source language. This enables our model to learn effectively what ... : ACL 2019 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.1810.03552 https://arxiv.org/abs/1810.03552 BASE Hide details 13 Identifying Roles in Social Networks using Linguistic Analysis. Awadallah, Ahmed Mohammed Hassan BASE Show details

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