出品 | 深度學習這件小事公衆號
如需轉載，請聯繫後臺授權
注：文末附【深度學習與自然語言處理】交流羣，最近趕ACL，比較忙，很多同學加了沒有回過期了，可以重新加一下，備註好的一定會回覆，敬請諒解。
自然語言處理（1月7日更新版）
[1] Order Embeddings from Merged Ontologies using Sketching作者 | Kenneth L. Clarkson, Sanjana Sahayaraj鏈接 | https://arxiv.org/abs/2101.02158
[2] EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System作者 | Sofian Chaybouti鏈接 | https://arxiv.org/abs/2101.02157
[3] Curriculum-Meta Learning for Order-Robust Continual Relation Extraction作者 | Tongtong Wu, Xuekai Li, Yuan-Fang Li, Reza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu鏈接 | https://arxiv.org/abs/2101.01926
[4] SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering作者 | Xiaopeng Lu, Kyusong Lee, Tiancheng Zhao鏈接 | https://arxiv.org/abs/2101.01910
[5] Deep Neural Network Based Relation Extraction: An Overview作者 | Hailin Wang, Ke Qin, Rufai Yusuf Zakari, Guisong Liu, Guoming Lu鏈接 | https://arxiv.org/abs/2101.01907
[6] Taxonomy Completion via Triplet Matching Network作者 | Jieyu Zhang, Xiangchen Song, Ying Zeng, Jiaze chen, Jiaming Shen, Yuning Mao, Lei Li鏈接 | https://arxiv.org/abs/2101.01896 備註 | AAA1 2021
[7] ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic作者 | Muhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi鏈接 | https://arxiv.org/abs/2101.01785 備註 | All authors contributed equally. The order is alphabetical
[8] Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph作者 | Yu Chen, Ananya Subburathinam, Ching-Hua Chen, Mohammed J. Zaki鏈接 | https://arxiv.org/abs/2101.01775 備註 | Accepted by WSDM 2021. Final version
[9] On-Device Document Classification using multimodal features作者 | Sugam Garg, Harichandana, Sumit Kumar鏈接 | https://arxiv.org/abs/2101.01880 備註 | 8th ACM IKDD CODS and 26th COMAD 2-4 January 2021
[10] Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings作者 | Xuankai Chang, Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka鏈接 | https://arxiv.org/abs/2101.01853 備註 | Submitted to ICASSP 2021
[11] AutoDropout: Learning Dropout Patterns to Regularize Deep Networks作者 | Hieu Pham, Quoc V. Le鏈接 | https://arxiv.org/abs/2101.01761 備註 | Accepted to AAAI 2021
機器學習算法-自然語言處理交流羣
已建立機器學習算-自然語言處理微信交流羣！想要進交流羣進行學習的同學，可以直接加我的微信號：HIT_NLP。加的時候備註一下：知乎+學校+暱稱 （不加備註不會接受同意，望諒解），即可。然後我們就可以拉你進羣了。羣裏已經有非得多國內外高校同學，交流氛圍非常好。
推薦閱讀
超過500個附代碼的AI/機器學習/深度學習/計算機視覺/NLP項目
Awesome Transformer for Vision Resources List庫
2020 Top10計算機視覺論文總結：論文，代碼，解讀，還有demo視頻！
156個參考文獻！Visual Transformer 調研survey
加拿大蒙特利爾大學助理教授劉邦招收2021/2022年博士生