每日论文速递:自然语言处理相关(6月8日更新版)

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[1] Spoken dialect identification in Twitter using a multi-filter architecture
作者 | Mohammadreza Banaei, Remi Lebret, Karl Aberer
链接 | https://arxiv.org/abs/2006.03564

[2] Sentiment Analysis Based on Deep Learning: A Comparative Study
作者 | Nhan Cach Dang, María N. Moreno-García, Fernando De la Prieta
链接 | https://arxiv.org/abs/2006.03541

[3] CoCon: A Self-Supervised Approach for Controlled Text Generation
作者 | Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu
链接 | https://arxiv.org/abs/2006.03535

[4] Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access
作者 | Seokhwan Kim, Mihail Eric, Karthik Gopalakrishnan, Behnam Hedayatnia, Yang Liu, Dilek Hakkani-Tur
链接 | https://arxiv.org/abs/2006.03533
备注 | To be presented at SIGDIAL 2020

[5] Unsupervised Translation of Programming Languages
作者 | Marie-Anne Lachaux, Baptiste Roziere, Lowik Chanussot, Guillaume Lample
链接 | https://arxiv.org/abs/2006.03511

[6] ELITR Non-Native Speech Translation at IWSLT 2020
作者 | Dominik Macháček, Jonáš Kratochvíl, Sangeet Sagar, Matúš Žilinec, Ondřej Bojar, Thai-Son Nguyen, Felix Schneider, Philip Williams, Yuekun Yao
链接 | https://arxiv.org/abs/2006.03331
备注 | IWSLT 2020

[7] Understanding Self-Attention of Self-Supervised Audio Transformers
作者 | Shu-wen Yang, Andy T. Liu, Hung-yi Lee
链接 | https://arxiv.org/abs/2006.03265

[8] Aspect-based Sentiment Analysis of Scientific Reviews
作者 | Souvic Chakraborty, Pawan Goyal, Animesh Mukherjee
链接 | https://arxiv.org/abs/2006.03257
备注 | Accepted in JCDL’20

[9] “To Target or Not to Target”: Identification and Analysis of Abusive Text Using Ensemble of Classifiers
作者 | Gaurav Verma, Niyati Chhaya, Vishwa Vinay
链接 | https://arxiv.org/abs/2006.03256
备注 | In ICWSM’20 Safety Data Challenge

[10] Evaluating Text Coherence at Sentence and Paragraph Levels
作者 | Sennan Liu, Shuang Zeng, Sujian Li
链接 | https://arxiv.org/abs/2006.03221
备注 | Long paper accepted by LREC 2020

[11] Cross-lingual Transfer Learning for COVID-19 Outbreak Alignment
作者 | Sharon Levy, William Yang Wang
链接 | https://arxiv.org/abs/2006.03202

[12] Human or Machine: Automating Human Likeliness Evaluation of NLG Texts
作者 | Erion Çano, Ondřej Bojar
链接 | https://arxiv.org/abs/2006.03189

[13] SOLO: A Corpus of Tweets for Examining the State of Being Alone
作者 | Svetlana Kiritchenko, Will E. Hipson, Robert J. Coplan, Saif M. Mohammad
链接 | https://arxiv.org/abs/2006.03096
备注 | In Proceedings of the 12th edition of the Language Resources and Evaluation Conference (LREC), May 2020

[14] NewB: 200,000+ Sentences for Political Bias Detection
作者 | Jerry Wei
链接 | https://arxiv.org/abs/2006.03051

[15] Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers
作者 | Krzysztof Choromanski, Valerii Likhosherstov, David Dohan, Xingyou Song, Jared Davis, Tamas Sarlos, David Belanger, Lucy Colwell, Adrian Weller
链接 | https://arxiv.org/abs/2006.03555

[16] AP20-OLR Challenge: Three Tasks and Their Baselines
作者 | Zheng Li, Miao Zhao, Qingyang Hong, Lin Li, Zhiyuan Tang, Dong Wang, Liming Song, Cheng Yang
链接 | https://arxiv.org/abs/2006.03473

[17] Sponge Examples: Energy-Latency Attacks on Neural Networks
作者 | Ilia Shumailov, Yiren Zhao, Daniel Bates, Nicolas Papernot, Robert Mullins, Ross Anderson
链接 | https://arxiv.org/abs/2006.03463

[18] Contextual RNN-T For Open Domain ASR
作者 | Mahaveer Jain, Gil Keren, Jay Mahadeokar, Yatharth Saraf
链接 | https://arxiv.org/abs/2006.03411

[19] A New Method Towards Speech Files Local Features Investigation
作者 | Rustam Latypov, Evgeni Stolov
链接 | https://arxiv.org/abs/2006.03388

[20] Classification Aware Neural Topic Model and its Application on a New COVID-19 Disinformation Corpus
作者 | Xingyi Song, Johann Petrak, Ye Jiang, Iknoor Singh, Diana Maynard, Kalina Bontcheva
链接 | https://arxiv.org/abs/2006.03354

[21] GMAT: Global Memory Augmentation for Transformers
作者 | Ankit Gupta, Jonathan Berant
链接 | https://arxiv.org/abs/2006.03274

[22] Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing
作者 | Zihang Dai, Guokun Lai, Yiming Yang, Quoc V. Le
链接 | https://arxiv.org/abs/2006.03236


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