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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 – 11 of 11 1 Cross-lingual Representation Learning for Natural Language Processing Ahmad, Wasi Uddin. - : eScholarship, University of California, 2021 BASE Show details 2 Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training ... Huang, Kuan-Hao; Ahmad, Wasi Uddin; Peng, Nanyun. - : arXiv, 2021 BASE Show details 3 Intent Classification and Slot Filling for Privacy Policies ... 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; Ahmad, Wasi Uddin; Chang, Kai-Wei. - : Underline Science Inc., 2021 BASE Show details 4 Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ahmad, Wasi Uddin; Chang, Kai-Wei. - : Underline Science Inc., 2021 BASE Show details 5 Syntax-augmented Multilingual BERT for Cross-lingual Transfer ... Ahmad, Wasi Uddin; Li, Haoran; Chang, Kai-Wei; Mehdad, Yashar. - : arXiv, 2021 Abstract: In recent years, we have seen a colossal effort in pre-training multilingual text encoders using large-scale corpora in many languages to facilitate cross-lingual transfer learning. However, due to typological differences across languages, the cross-lingual transfer is challenging. Nevertheless, language syntax, e.g., syntactic dependencies, can bridge the typological gap. Previous works have shown that pre-trained multilingual encoders, such as mBERT \cite{devlin-etal-2019-bert}, capture language syntax, helping cross-lingual transfer. This work shows that explicitly providing language syntax and training mBERT using an auxiliary objective to encode the universal dependency tree structure helps cross-lingual transfer. We perform rigorous experiments on four NLP tasks, including text classification, question answering, named entity recognition, and task-oriented semantic parsing. The experiment results show that syntax-augmented mBERT improves cross-lingual transfer on popular benchmarks, such as PAWS-X and ... : ACL 2021 (camera ready) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2106.02134 https://arxiv.org/abs/2106.02134 BASE Hide details 6 Syntax-augmented Multilingual BERT for Cross-lingual Transfer ... 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; Ahmad, Wasi Uddin; Chang, Kai-Wei. - : Underline Science Inc., 2021 BASE Show details 7 GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction ... Ahmad, Wasi Uddin; Peng, Nanyun; Chang, Kai-Wei. - : arXiv, 2020 BASE Show details 8 Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions. Duong, Dat; Ahmad, Wasi Uddin; Eskin, Eleazar... In: Journal of computational biology : a journal of computational molecular cell biology, vol 26, iss 1 (2019) BASE Show details 9 Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions Duong, Dat; Ahmad, Wasi Uddin; Eskin, Eleazar. - : Mary Ann Liebert, Inc., publishers, 2019 BASE Show details 10 Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions Duong, Dat; Ahmad, Wasi Uddin; Eskin, Eleazar... In: Duong, Dat; Ahmad, Wasi Uddin; Eskin, Eleazar; Chang, Kai-Wei; & Li, Jingyi Jessica. (2018). Word and Sentence Embedding Tools to Measure Semantic Similarity of Gene Ontology Terms by Their Definitions. JOURNAL OF COMPUTATIONAL BIOLOGY, 26(1), 38 - 52. doi:10.1089/cmb.2018.0093. UCLA: Retrieved from: http://www.escholarship.org/uc/item/3j1294zk (2018) BASE Show details 11 Learning Robust, Transferable Sentence Representations for Text Classification ... Ahmad, Wasi Uddin; Bai, Xueying; Peng, Nanyun. - : arXiv, 2018 BASE Show details

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