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出品 | 深度学习这件小事公众号
如需转载，请联系后台授权
  自然语言处理（1月21日更新版） 
[1] Generating (Formulaic) Text by Splicing Together Nearest Neighbors
作者 | Sam Wiseman, Arturs Backurs, Karl Stratos
链接 | https://arxiv.org/abs/2101.08248 
[2] Word Alignment by Fine-tuning Embeddings on Parallel Corpora
作者 | Zi-Yi Dou, Graham Neubig
链接 | https://arxiv.org/abs/2101.08231 
备注 | EACL 2021
[3] Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy
作者 | Deepak Gupta, Rajkumar Pujari, Asif Ekbal, Pushpak Bhattacharyya, Anutosh Maitra, Tom Jain, Shubhashis Sengupta
链接 | https://arxiv.org/abs/2101.08201 
备注 | Paper was accepted at COLING 2018, presented as a poster
[4] Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates
作者 | Artem Shelmanov, Dmitri Puzyrev, Lyubov Kupriyanova, Denis Belyakov, Daniil Larionov, Nikita Khromov, Olga Kozlova, Ekaterina Artemova, Dmitry V. Dylov, Alexander Panchenko
链接 | https://arxiv.org/abs/2101.08133 
备注 | In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL-2020)
[5] Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method?
作者 | Andres Garcia-Silva, Jose Manuel Gomez-Perez
链接 | https://arxiv.org/abs/2101.08114 
备注 | Paper accepted for publication at ECIR2021
[6] Learning to Augment for Data-Scarce Domain BERT Knowledge Distillation
作者 | Lingyun Feng, Minghui Qiu, Yaliang Li, Hai-Tao Zheng, Ying Shen
链接 | https://arxiv.org/abs/2101.08106 
[7] A survey of joint intent detection and slot-filling models in natural language understanding
作者 | H. Weld, X. Huang, S. Long, J. Poon, S. C. Han (School of Computer Science, The University of Sydney)
链接 | https://arxiv.org/abs/2101.08091 
[8] The Challenges of Persian User-generated Textual Content: A Machine Learning-Based Approach
作者 | Mohammad Kasra Habib
链接 | https://arxiv.org/abs/2101.08087 
[9] Divide and Conquer: An Ensemble Approach for Hostile Post Detection in Hindi
作者 | Varad Bhatnagar, Prince Kumar, Sairam Moghili, Pushpak Bhattacharyya
链接 | https://arxiv.org/abs/2101.07973 
[10] WeChat AI's Submission for DSTC9 Interactive Dialogue Evaluation Track
作者 | Zekang Li, Zongjia Li, Jinchao Zhang, Yang Feng, Jie Zhou
链接 | https://arxiv.org/abs/2101.07947 
备注 | DSTC9@AAAI2021
[11] Towards Confident Machine Reading Comprehension
作者 | Rishav Chakravarti, Avirup Sil
链接 | https://arxiv.org/abs/2101.07942 
[12] Open-Domain Conversational Search Assistant with Transformers
作者 | Rafael Ferreira, Mariana Leite, David Semedo, Joao Magalhaes
链接 | https://arxiv.org/abs/2101.08197 
[13] HIVE-4-MAT: Advancing the Ontology Infrastructure for Materials Science
作者 | Jane Greenberg, Xintong Zhao, Joseph Adair, Joan Boone, Xiaohua Tony Hu
链接 | https://arxiv.org/abs/2101.07960 
备注 | Presented at "MTSR '20: 14th International Conference on Metadata and Semantics Research," and forthcoming in conference proceedings. Research supported by NSF OAC: #1940239
[14] Using Full-text Content of Academic Articles to Build a Methodology Taxonomy of Information Science in China
作者 | Heng Zhang, Chengzhi Zhang
链接 | https://arxiv.org/abs/2101.07924 
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