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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 Hits 1 – 20 of 24 1 GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ... Qin, Libo; Chen, Qiguang; Xie, Tianbao. - : arXiv, 2022 BASE Show details 2 Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition ... Sun, Bo; Wang, Baoxin; Che, Wanxiang. - : arXiv, 2022 BASE Show details 3 ExpMRC: explainability evaluation for machine reading comprehension Cui, Yiming; Liu, Ting; Che, Wanxiang... In: Heliyon (2022) BASE Show details 4 Multilingual multi-aspect explainability analyses on machine reading comprehension models Cui, Yiming; Zhang, Wei-Nan; Che, Wanxiang... In: iScience (2022) BASE Show details 5 Multilingual Multi-Aspect Explainability Analyses on Machine Reading Comprehension Models ... Cui, Yiming; Zhang, Wei-Nan; Che, Wanxiang. - : arXiv, 2021 BASE Show details 6 Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training ... Zheng, Bo; Dong, Li; Huang, Shaohan; Singhal, Saksham; Che, Wanxiang; Liu, Ting; Song, Xia; Wei, Furu. - : arXiv, 2021 Abstract: Compared to monolingual models, cross-lingual models usually require a more expressive vocabulary to represent all languages adequately. We find that many languages are under-represented in recent cross-lingual language models due to the limited vocabulary capacity. To this end, we propose an algorithm VoCap to determine the desired vocabulary capacity of each language. However, increasing the vocabulary size significantly slows down the pre-training speed. In order to address the issues, we propose k-NN-based target sampling to accelerate the expensive softmax. Our experiments show that the multilingual vocabulary learned with VoCap benefits cross-lingual language model pre-training. Moreover, k-NN-based target sampling mitigates the side-effects of increasing the vocabulary size while achieving comparable performance and faster pre-training speed. The code and the pretrained multilingual vocabularies are available at https://github.com/bozheng-hit/VoCapXLM. ... : EMNLP 2021 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2109.07306 https://dx.doi.org/10.48550/arxiv.2109.07306 BASE Hide details 7 Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer ... Yang, Ziqing; Ma, Wentao; Cui, Yiming. - : arXiv, 2021 BASE Show details 8 DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation ... Liu, Zeming; Wang, Haifeng; Niu, Zheng-Yu. - : arXiv, 2021 BASE Show details 9 GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling ... 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; Che, Wanxiang; Liu, Ting. - : Underline Science Inc., 2021 BASE Show details 10 A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples ... 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; Che, Wanxiang; Cohen, Shay B.. - : Underline Science Inc., 2021 BASE Show details 11 LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ... 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; Che, Wanxiang; Cui, Lei. - : Underline Science Inc., 2021 BASE Show details 12 Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Che, Wanxiang; Chen, Qiguang. - : Underline Science Inc., 2021 BASE Show details 13 Dynamic Connected Networks for Chinese Spelling Check ... 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; Che, Wanxiang; Hu , Guoping. - : Underline Science Inc., 2021 BASE Show details 14 Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling ... 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; Che, Wanxiang; Chen, Cheng. - : Underline Science Inc., 2021 BASE Show details 15 CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP ... Qin, Libo; Ni, Minheng; Zhang, Yue. - : arXiv, 2020 BASE Show details 16 N-LTP: An Open-source Neural Language Technology Platform for Chinese ... Che, Wanxiang; Feng, Yunlong; Qin, Libo. - : arXiv, 2020 BASE Show details 17 Cross-Lingual Machine Reading Comprehension ... Cui, Yiming; Che, Wanxiang; Liu, Ting. - : arXiv, 2019 BASE Show details 18 CoNLL 2018 Shared Task System Outputs Zeman, Daniel; Potthast, Martin; Duthoo, Elie. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2018 BASE Show details 19 Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation ... Che, Wanxiang; Liu, Yijia; Wang, Yuxuan. - : arXiv, 2018 BASE Show details 20 CoNLL 2017 Shared Task System Outputs Zeman, Daniel; Potthast, Martin; Straka, Milan. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2017 BASE Show details Page: 1 2

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