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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...9 Hits 1 – 20 of 179 1 Semi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios Lim, KyungTae; Lee, Jay Yoon; Carbonell, Jaime... In: Conference of the Association for the Advancement of Artificial Intelligence ; https://hal.archives-ouvertes.fr/hal-02895835 ; Conference of the Association for the Advancement of Artificial Intelligence, Association for the Advancement of Artificial Intelligence, Feb 2020, New York, United States ; https://aaai.org/Conferences/AAAI-20/ (2020) BASE Show details 2 StructSum: Summarization via Structured Representations ... Balachandran, Vidhisha; Pagnoni, Artidoro; Lee, Jay Yoon. - : arXiv, 2020 BASE Show details 3 Harnessing Code Switching to Transcend the Linguistic Barrier ... KhudaBukhsh, Ashiqur R.; Palakodety, Shriphani; Carbonell, Jaime G.. - : arXiv, 2020 BASE Show details 4 Improving Candidate Generation for Low-resource Cross-lingual Entity Linking Zhou, Shuyan; Rijhwani, Shruti; Wieting, John... In: Transactions of the Association for Computational Linguistics, Vol 8, Pp 109-124 (2020) (2020) BASE Show details 5 Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework ... Wang, Zirui; Xie, Jiateng; Xu, Ruochen. - : arXiv, 2019 BASE Show details 6 Learning Rhyming Constraints using Structured Adversaries ... Jhamtani, Harsh; Mehta, Sanket Vaibhav; Carbonell, Jaime. - : arXiv, 2019 BASE Show details 7 Domain Adaptation of Neural Machine Translation by Lexicon Induction ... Hu, Junjie; Xia, Mengzhou; Neubig, Graham. - : arXiv, 2019 BASE Show details 8 Language Technologies for Humanitarian Aid ... Carbonell, Jaime G.; Lavie, Alon; Levin, Lori. - : Figshare, 2018 BASE Show details 9 Language Technologies for Humanitarian Aid ... Carbonell, Jaime G.; Lavie, Alon; Levin, Lori. - : Figshare, 2018 BASE Show details 10 Active Semi-Supervised Learning for Improving Word Alignment ... Vamshi Ambati; Vogel, Stephan; Carbonell, Jaime G.. - : Figshare, 2018 BASE Show details 11 Active Semi-Supervised Learning for Improving Word Alignment ... Vamshi Ambati; Vogel, Stephan; Carbonell, Jaime G.. - : Figshare, 2018 BASE Show details 12 Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations ... Chaudhary, Aditi; Zhou, Chunting; Levin, Lori; Neubig, Graham; Mortensen, David R.; Carbonell, Jaime G.. - : arXiv, 2018 Abstract: Much work in Natural Language Processing (NLP) has been for resource-rich languages, making generalization to new, less-resourced languages challenging. We present two approaches for improving generalization to low-resourced languages by adapting continuous word representations using linguistically motivated subword units: phonemes, morphemes and graphemes. Our method requires neither parallel corpora nor bilingual dictionaries and provides a significant gain in performance over previous methods relying on these resources. We demonstrate the effectiveness of our approaches on Named Entity Recognition for four languages, namely Uyghur, Turkish, Bengali and Hindi, of which Uyghur and Bengali are low resource languages, and also perform experiments on Machine Translation. Exploiting subwords with transfer learning gives us a boost of +15.2 NER F1 for Uyghur and +9.7 F1 for Bengali. We also show improvements in the monolingual setting where we achieve (avg.) +3 F1 and (avg.) +1.35 BLEU. ... : Accepted at EMNLP 2018 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/1808.09500 https://dx.doi.org/10.48550/arxiv.1808.09500 BASE Hide details 13 An Efficient Interlingua Translation System for Multi-lingual Document Production ... Mitamura, Teruko; Nyberg, Eric; Carbonell, Jaime G.. - : Figshare, 2018 BASE Show details 14 ParaMor: Finding Paradigms across Morphology ... Monson, Christian; Carbonell, Jaime G.; Lavie, Alon. - : Figshare, 2018 BASE Show details 15 ParaMor: Minimally-Supervised Induction of Paradigm Structure and Morphological Analysis ... Monson, Christian; Carbonell, Jaime G.; Lavie, Alon. - : Figshare, 2018 BASE Show details 16 ParaMor: Finding Paradigms across Morphology ... Monson, Christian; Carbonell, Jaime G.; Lavie, Alon. - : Figshare, 2018 BASE Show details 17 ParaMor: Finding Paradigms across Morphology ... Monson, Christian; Carbonell, Jaime G.; Lavie, Alon. - : Figshare, 2018 BASE Show details 18 ParaMor: Finding Paradigms across Morphology ... Monson, Christian; Carbonell, Jaime G.; Lavie, Alon. - : Figshare, 2018 BASE Show details 19 Neural Cross-Lingual Named Entity Recognition with Minimal Resources ... Xie, Jiateng; Yang, Zhilin; Neubig, Graham. - : arXiv, 2018 BASE Show details 20 Zero-shot Neural Transfer for Cross-lingual Entity Linking ... Rijhwani, Shruti; Xie, Jiateng; Neubig, Graham. - : arXiv, 2018 BASE Show details Page: 1 2 3 4 5...9

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