干货论文每日论文速递:自然语言处理相关(2月17日更新版)

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   自然语言处理(2月17日更新版)

[1] Transformer on a Diet
作者 | Chenguang Wang, Zihao Ye, Aston Zhang, Zheng Zhang, Alexander J. Smola
链接 | https://arxiv.org/pdf/2002.06170 

[2] Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base
作者 | William W. Cohen, Haitian Sun, R. Alex Hofer, Matthew Siegler
链接 | https://arxiv.org/pdf/2002.06115 
备注 | published in ICLR2020 

[3] FQuAD: French Question Answering Dataset
作者 | Martin d'Hoffschmidt, Maxime Vidal, Wacim Belblidia, Tom Brendlé
链接 | https://arxiv.org/pdf/2002.06071 

[4] Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems
作者 | Natalia Tomashenko, Christian Raymond, Antoine Caubriere, Renato De Mori, Yannick Esteve
链接 | https://arxiv.org/pdf/2002.06012 
备注 | Accepted for ICASSP 2020 

[5] Integrating Discrete and Neural Features via Mixed-feature Trans-dimensional Random Field Language Models
作者 | Silin Gao (1), Zhijian Ou (1), Wei Yang (2), Huifang Xu (3) ((1) Tsinghua University, (2) State Grid Customer Service Center, (3) China Electric Power Research Institute)
链接 | https://arxiv.org/pdf/2002.05967 

[6] A Data Efficient End-To-End Spoken Language Understanding Architecture
作者 | Marco Dinarelli, Nikita Kapoor, Bassam Jabaian, Laurent Besacier
链接 | https://arxiv.org/pdf/2002.05955 
备注 | Accepted to ICASSP 2020

[7] Zero-Resource Cross-Domain Named Entity Recognition
作者 | Zihan Liu, Genta Indra Winata, Pascale Fung
链接 | https://arxiv.org/pdf/2002.05923 

[8] Understanding patient complaint characteristics using contextual clinical BERT embeddings
作者 | Budhaditya Saha, Sanal Lisboa, Shameek Ghosh
链接 | https://arxiv.org/pdf/2002.05902 
备注 | This paper has been communicated to 42nd IEEE Annual Conference of Engineering in Medicine and Biology Society, Montreal, Canada. 

[9] Transformers as Soft Reasoners over Language
作者 | Peter Clark, Oyvind Tafjord, Kyle Richardson
链接 | https://arxiv.org/pdf/2002.05867 

[10] HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing
作者 | Xiyou Zhou, Zhiyu Chen, Xiaoyong Jin, William Yang Wang
链接 | https://arxiv.org/pdf/2002.05829 

[11] Unsupervised Speaker Adaptation using Attention-based Speaker Memory for End-to-End ASR
作者 | Leda Sarı, Niko Moritz, Takaaki Hori, Jonathan Le Roux
链接 | https://arxiv.org/pdf/2002.06165 
备注 | To appear in Proc. ICASSP 2020

[12] Combining Visual and Textual Features for Semantic Segmentation of Historical Newspapers
作者 | Raphaël Barman, Maud Ehrmann, Simon Clematide, Sofia Ares Oliveira, Frédéric Kaplan
链接 | https://arxiv.org/pdf/2002.06144 

[13] Exploring Chemical Space using Natural Language Processing Methodologies for Drug Discovery
作者 | Hakime Öztürk, Arzucan Özgür, Philippe Schwaller, Teodoro Laino, Elif Ozkirimli
链接 | https://arxiv.org/pdf/2002.06053 

[14] Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances
作者 | Aleksei Gusev, Vladimir Volokhov, Tseren Andzhukaev, Sergey Novoselov, Galina Lavrentyeva, Marina Volkova, Alice Gazizullina, Andrey Shulipa, Artem Gorlanov, Anastasia Avdeeva, Artem Ivanov, Alexander Kozlov, Timur Pekhovsky, Yuri Matveev
链接 | https://arxiv.org/pdf/2002.06033 
备注 | Submitted to Odyssey 2020

[15] Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings
作者 | Hongyu Ren, Weihua Hu, Jure Leskovec
链接 | https://arxiv.org/pdf/2002.05969 


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