公众号关注 “ML_NLP”
设为 “星标”，重磅干货，第一时间送达！
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18日更新版） 
[1] Empirical Evaluation of Supervision Signals for Style Transfer Models
作者 | Yevgeniy Puzikov, Simoes Stanley, Iryna Gurevych, Immanuel Schweizer
链接 | https://arxiv.org/abs/2101.06172 
[2] The Impact of Post-editing and Machine Translation on Creativity and Reading Experience
作者 | Ana Guerberof Arenas, Antonio Toral
链接 | https://arxiv.org/abs/2101.06125 
备注 | Translation Spaces (2020)
[3] Hierarchical Multitask Learning with Dependency Parsing for Japanese Semantic Role Labeling Improves Performance of Argument Identification
作者 | Tomohiro Nakamura, Tomoya Miyashita, Soh Ohara
链接 | https://arxiv.org/abs/2101.06071 
[4] Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response Generation
作者 | Mudit Chaudhary, Borislav Dzodzo, Sida Huang, Chun Hei Lo, Mingzhi Lyu, Lun Yiu Nie, Jinbo Xing, Tianhua Zhang, Xiaoying Zhang, Jingyan Zhou, Hong Cheng, Wai Lam, Helen Meng
链接 | https://arxiv.org/abs/2101.06066 
[5] Walk in Wild: An Ensemble Approach for Hostility Detection in Hindi Posts
作者 | Chander Shekhar, Bhavya Bagla, Kaushal Kumar Maurya, Maunendra Sankar Desarkar
链接 | https://arxiv.org/abs/2101.06004 
[6] Coarse-grained decomposition and fine-grained interaction for multi-hop question answering
作者 | Xing Cao, Yun Liu
链接 | https://arxiv.org/abs/2101.05988 
[7] "Killing Me" Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism
作者 | Buru Chang, Inggeol Lee, Hyunjae Kim, Jaewoo Kang
链接 | https://arxiv.org/abs/2101.05972 
备注 | EACL 2021
[8] Hostility Detection and Covid-19 Fake News Detection in Social Media
作者 | Ayush Gupta, Rohan Sukumaran, Kevin John, Sundeep Teki
链接 | https://arxiv.org/abs/2101.05953 
[9] KDLSQ-BERT: A Quantized Bert Combining Knowledge Distillation with Learned Step Size Quantization
作者 | Jing Jin, Cai Liang, Tiancheng Wu, Liqin Zou, Zhiliang Gan
链接 | https://arxiv.org/abs/2101.05938 
[10] Interpretable Multi-Head Self-Attention model for Sarcasm Detection in social media
作者 | Ramya Akula, Ivan Garibay
链接 | https://arxiv.org/abs/2101.05875 
[11] Annotation of epidemiological information in animal disease-related news articles: guidelines
作者 | Sarah Valentin, Elena Arsevska, Aline Vilain, et al.
链接 | https://arxiv.org/abs/2101.06150 
[12] Knowledge Graphs and Natural-Language Processing
作者 | Andreas L Opdahl
链接 | https://arxiv.org/abs/2101.06111 
备注 | In Big Data in Emergency Management: Exploitation Techniques for Social and Mobile Data (pp. 75-91). Springer, Cham
[13] The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements
作者 | Lukas Stappen, Alice Baird, Lea Schumann, Björn Schuller
链接 | https://arxiv.org/abs/2101.06053 
下载1：四件套
在机器学习算法与自然语言处理公众号后台回复“四件套”，
即可获取学习TensorFlow，Pytorch，机器学习，深度学习四件套！
下载2：仓库地址共享
在机器学习算法与自然语言处理公众号后台回复“代码”，
即可获取195篇NAACL+295篇ACL2019有代码开源的论文。开源地址如下：https://github.com/yizhen20133868/NLP-Conferences-Code
重磅！机器学习算法与自然语言处理交流群已正式成立！
群内有大量资源，欢迎大家进群学习！
额外赠送福利资源！深度学习与神经网络，pytorch官方中文教程，利用Python进行数据分析，机器学习学习笔记，pandas官方文档中文版，effective java（中文版）等20项福利资源
获取方式：进入群后点开群公告即可领取下载链接
注意：请大家添加时修改备注为 [学校/公司 + 姓名 + 方向]
例如 —— 哈工大+张三+对话系统。
号主，微商请自觉绕道。谢谢！

推荐阅读：
Tensorflow 的 NCE-Loss 的实现和 word2vec
多模态深度学习综述：网络结构设计和模态融合方法汇总
awesome-adversarial-machine-learning资源列表

继续阅读
阅读原文