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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...23 Hits 1 – 20 of 457 1 Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation ... Lai, Siyu; Yang, Zhen; Meng, Fandong. - : arXiv, 2022 BASE Show details 2 Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ... Zhang, Songming; Liu, Yijin; Meng, Fandong. - : arXiv, 2022 BASE Show details 3 MSCTD: A Multimodal Sentiment Chat Translation Dataset ... Liang, Yunlong; Meng, Fandong; Xu, Jinan. - : arXiv, 2022 BASE Show details 4 ConSLT: A Token-level Contrastive Framework for Sign Language Translation ... Fu, Biao; Ye, Peigen; Zhang, Liang. - : arXiv, 2022 BASE Show details 5 A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation ... Chen, Yutong; Wei, Fangyun; Sun, Xiao. - : arXiv, 2022 BASE Show details 6 Focus on the Target's Vocabulary: Masked Label Smoothing for Machine Translation ... Chen, Liang; Xu, Runxin; Chang, Baobao. - : arXiv, 2022 BASE Show details 7 USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity Recognition ... Chen, Beiduo; Ma, Jun-Yu; Qi, Jiajun. - : arXiv, 2022 BASE Show details 8 Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning ... Siddhant, Aditya; Bapna, Ankur; Firat, Orhan. - : arXiv, 2022 BASE Show details 9 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 10 CINO: A Chinese Minority Pre-trained Language Model ... Yang, Ziqing; Xu, Zihang; Cui, Yiming. - : arXiv, 2022 BASE Show details 11 Delving Deeper into Cross-lingual Visual Question Answering ... Liu, Chen; Pfeiffer, Jonas; Korhonen, Anna. - : arXiv, 2022 BASE Show details 12 Multi-Level Contrastive Learning for Cross-Lingual Alignment ... Chen, Beiduo; Guo, Wu; Gu, Bin; Liu, Quan; Wang, Yongchao. - : arXiv, 2022 Abstract: Cross-language pre-trained models such as multilingual BERT (mBERT) have achieved significant performance in various cross-lingual downstream NLP tasks. This paper proposes a multi-level contrastive learning (ML-CTL) framework to further improve the cross-lingual ability of pre-trained models. The proposed method uses translated parallel data to encourage the model to generate similar semantic embeddings for different languages. However, unlike the sentence-level alignment used in most previous studies, in this paper, we explicitly integrate the word-level information of each pair of parallel sentences into contrastive learning. Moreover, cross-zero noise contrastive estimation (CZ-NCE) loss is proposed to alleviate the impact of the floating-point error in the training process with a small batch size. The proposed method significantly improves the cross-lingual transfer ability of our basic model (mBERT) and outperforms on multiple zero-shot cross-lingual downstream tasks compared to the same-size models in ... : Accepted by ICASSP 2022 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2202.13083 https://arxiv.org/abs/2202.13083 BASE Hide details 13 Cross-Lingual Text Classification with Multilingual Distillation and Zero-Shot-Aware Training ... Yang, Ziqing; Cui, Yiming; Chen, Zhigang. - : arXiv, 2022 BASE Show details 14 Taking an Emotional Look at Video Paragraph Captioning ... Li, Qinyu; Li, Tengpeng; Wang, Hanli. - : arXiv, 2022 BASE Show details 15 HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity ... Xu, Zihang; Yang, Ziqing; Cui, Yiming. - : arXiv, 2022 BASE Show details 16 Transforming Sequence Tagging Into A Seq2Seq Task ... Raman, Karthik; Naim, Iftekhar; Chen, Jiecao. - : arXiv, 2022 BASE Show details 17 Controllable Natural Language Generation with Contrastive Prefixes ... Qian, Jing; Dong, Li; Shen, Yelong. - : arXiv, 2022 BASE Show details 18 SGL: Symbolic Goal Learning in a Hybrid, Modular Framework for Human Instruction Following ... Xu, Ruinian; Chen, Hongyi; Lin, Yunzhi. - : arXiv, 2022 BASE Show details 19 Local-Global Context Aware Transformer for Language-Guided Video Segmentation ... Liang, Chen; Wang, Wenguan; Zhou, Tianfei. - : arXiv, 2022 BASE Show details 20 Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset ... Yu, Tiezheng; Frieske, Rita; Xu, Peng. - : arXiv, 2022 BASE Show details Page: 1 2 3 4 5...23

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