每日论文速递：自然语言处理相关（12月22日更新版）

作者：Hsu
转载自：深度学习这件小事
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自然语言处理（12月22日更新版）

[1] Scaling Language Models: Methods, Analysis & Insights from Training Gopher作者 | Jack W. Rae, Sebastian Borgeaud, Trevor Cai, et al.链接 | https://arxiv.org/abs/2112.11446

[2] Controversy Detection: a Text and Graph Neural Network Based Approach作者 | Samy Benslimane (ADVANSE, LIRMM), Jérome Azé (ADVANSE, LIRMM), Sandra Bringay (UPVM, ADVANSE, LIRMM), Maximilien Servajean (LIRMM, ADVANSE, UPVM), Caroline Mollevi链接 | https://arxiv.org/abs/2112.11445

[3] Deliberation of Streaming RNN-Transducer by Non-autoregressive Decoding作者 | Weiran Wang, Ke Hu, Tara Sainath链接 | https://arxiv.org/abs/2112.11442

[4] NLP Techniques for Water Quality Analysis in Social Media Content作者 | Muhammad Asif Ayub, Khubaib Ahmad, Kashif Ahmad, Nasir Ahmad, Ala Al-Fuqaha链接 | https://arxiv.org/abs/2112.11441

[5] Automated Drug-Related Information Extraction from French Clinical Documents: ReLyfe Approach作者 | Azzam Alwan, Maayane Attias, Larry Rubin, Adnan El Bakri链接 | https://arxiv.org/abs/2112.11439 项目链接 | https://thinkmind.org/index.php?view=article备注 | It is published in "GLOBAL HEALTH 2021: The Tenth International Conference on Global Health Challenges" , Pages: 24 to 29

[6] Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition作者 | Junhao Xu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng链接 | https://arxiv.org/abs/2112.11438

[7] Lyric document embeddings for music tagging作者 | Matt McVicar, Bruno Di Giorgi, Baris Dundar, Matthias Mauch链接 | https://arxiv.org/abs/2112.11436

[8] Voice Quality and Pitch Features in Transformer-Based Speech Recognition作者 | Guillermo Cámbara, Jordi Luque, Mireia Farrús链接 | https://arxiv.org/abs/2112.11391 备注 | submitted to Speech Prosody 2022 conference

[9] Supervised Graph Contrastive Pretraining for Text Classification作者 | Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar链接 | https://arxiv.org/abs/2112.11389 备注 | A condensed version of this paper has been accepted to ACM SAC'22.

[10] An ASP-based Approach to Answering Natural Language Questions for Texts作者 | Dhruva Pendharkar, Kinjal Basu, Farhad Shakerin, Gopal Gupta链接 | https://arxiv.org/abs/2112.11241

[11] Contrast and Generation Make BART a Good Dialogue Emotion Recognizer作者 | Shimin Li, Hang Yan, Xipeng Qiu链接 | https://arxiv.org/abs/2112.11202 备注 | Accepted by AAAI 2022

[12] Task-oriented Dialogue Systems: performance vs. quality-optima, a review作者 | Ryan Fellows, Hisham Ihshaish, Steve Battle, Ciaran Haines, Peter Mayhew, J. Ignacio Deza链接 | https://arxiv.org/abs/2112.11176

[13] Predicting Job Titles from Job Descriptions with Multi-label Text Classification作者 | Hieu Trung Tran, Hanh Hong Phuc Vo, Son T. Luu链接 | https://arxiv.org/abs/2112.11052 备注 | Accpeted by the NAFOSTED Conference on Information and Computer Science (NICS 2021)

[14] On Cross-Lingual Retrieval with Multilingual Text Encoders作者 | Robert Litschko, Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš链接 | https://arxiv.org/abs/2112.11031 备注 | to appear in IRJ ECIR 2021 Special Issue. arXiv admin note: substantial text overlap with arXiv:2101.08370

[15] Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement作者 | Yichao Du, Zhirui Zhang, Weizhi Wang, Boxing Chen, Jun Xie, Tong Xu链接 | https://arxiv.org/abs/2112.10991 备注 | AAAI 2022

[16] ESAN: Efficient Sentiment Analysis Network of A-Shares Research Reports for Stock Price Prediction作者 | Tuo Sun, Wanrong Zheng, Shufan Yu, Mengxun Li, Jiarui Ou链接 | https://arxiv.org/abs/2112.11444

[17] How are cities pledging net zero? A computational approach to analyzing subnational climate strategies作者 | Siddharth Sachdeva, Angel Hsu, Ian French, Elwin Lim链接 | https://arxiv.org/abs/2112.11207 备注 | submitted to nature urban sustainability

[18] Fake News Detection Tools and Methods -- A Review作者 | Sakshini Hangloo, Bhavna Arora链接 | https://arxiv.org/abs/2112.11185 备注 | International E-conference on Recent Advancements in the Areas of Management, Social Science, Technology & Tourism

[19] An Inference Approach To Question Answering Over Knowledge Graphs作者 | Aayushee Gupta, K.M. Annervaz, Ambedkar Dukkipati, Shubhashis Sengupta链接 | https://arxiv.org/abs/2112.11070

[20] Watch Those Words: Video Falsification Detection Using Word-Conditioned Facial Motion作者 | Shruti Agarwal, Liwen Hu, Evonne Ng, Trevor Darrell, Hao Li, Anna Rohrbach链接 | https://arxiv.org/abs/2112.10936

[21] DB-BERT: a Database Tuning Tool that "Reads the Manual"作者 | Immanuel Trummer链接 | https://arxiv.org/abs/2112.10925

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