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自然语言处理（6月9日更新版）
[1] What’s the Difference Between Professional Human and Machine Translation? A Blind Multi-language Study on Domain-specific MT
作者 | Lukas Fischer, Samuel Läubli
链接 | https://arxiv.org/abs/2006.04781
备注 | EAMT 2020 (Research Track)
[2] Modeling Discourse Structure for Document-level Neural Machine Translation
作者 | Junxuan Chen, Xiang Li, Jiarui Zhang, Chulun Zhou, Jianwei Cui, Bin Wang, Jinsong Su
链接 | https://arxiv.org/abs/2006.04721
[3] CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training
作者 | Qipeng Guo, Zhijing Jin, Xipeng Qiu, Weinan Zhang, David Wipf, Zheng Zhang
链接 | https://arxiv.org/abs/2006.04702
备注 | Submitted to NeurIPS 2020
[4] Misinformation has High Perplexity
作者 | Nayeon Lee, Yejin Bang, Andrea Madotto, Pascale Fung
链接 | https://arxiv.org/abs/2006.04666
[5] ColdGANs: Taming Language GANs with Cautious Sampling Strategies
作者 | Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
链接 | https://arxiv.org/abs/2006.04643
[6] A Comprehensive Survey on Aspect Based Sentiment Analysis
作者 | Kaustubh Yadav
链接 | https://arxiv.org/abs/2006.04611
[7] CS-Embed-francesita at SemEval-2020 Task 9: The effectiveness of code-switched word embeddings for sentiment analysis
作者 | Frances Adriana Laureano De Leon, Florimond Gueniat, Harish Tayyar Madabushi
链接 | https://arxiv.org/abs/2006.04597
备注 | To appear in SemEval-2020 Task 9
[8] Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs
作者 | Mirko Lenz, Premtim Sahitaj, Sean Kallenberg, Christopher Coors, Lorik Dumani, Ralf Schenkel, Ralph Bergmann
链接 | https://arxiv.org/abs/2006.04562
[9] Combining word embeddings and convolutional neural networks to detect duplicated questions
作者 | Yoan Dimitrov
链接 | https://arxiv.org/abs/2006.04513
[10] Tensors over Semirings for Latent-Variable Weighted Logic Programs
作者 | Esma Balkir, Daniel Gildea, Shay Cohen
链接 | https://arxiv.org/abs/2006.04232
备注 | Accepted to IWPT
[11] Pre-training Polish Transformer-based Language Models at Scale
作者 | Sławomir Dadas, Michał Perełkiewicz, Rafał Poświata
链接 | https://arxiv.org/abs/2006.04229
[12] BERT Loses Patience: Fast and Robust Inference with Early Exit
作者 | Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian McAuley, Ke Xu, Furu Wei
链接 | https://arxiv.org/abs/2006.04152
[13] Interactive Extractive Search over Biomedical Corpora
作者 | Hillel Taub-Tabib, Micah Shlain, Shoval Sadde, Dan Lahav, Matan Eyal, Yaara Cohen, Yoav Goldberg
链接 | https://arxiv.org/abs/2006.04148
[14] Language Models as Fact Checkers?
作者 | Nayeon Lee, Belinda Z. Li, Sinong Wang, Wen-tau Yih, Hao Ma, Madian Khabsa
链接 | https://arxiv.org/abs/2006.04102
备注 | Accepted in FEVER Workshop (ACL2020)
[15] Growing Together: Modeling Human Language Learning With n-Best Multi-Checkpoint Machine Translation
作者 | El Moatez Billah Nagoudi, Muhammad Abdul-Mageed, Hasan Cavusoglu
链接 | https://arxiv.org/abs/2006.04050
备注 | Accepted to the 4th Workshop on Neural Generation and Translation (Duolingo Shared Task on Simultaneous Translation And Paraphrase for Language Education Mayhew et al., 2020) collocated with ACL 2020
[16] Semantic Loss Application to Entity Relation Recognition
作者 | Venkata Sasank Pagolu
链接 | https://arxiv.org/abs/2006.04031
[17] A Multitask Learning Approach for Diacritic Restoration
作者 | Sawsan Alqahtani, Ajay Mishra, Mona Diab
链接 | https://arxiv.org/abs/2006.04016
[18] Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings
作者 | Katikapalli Subramanyam Kalyan, S.Sangeetha
链接 | https://arxiv.org/abs/2006.04014
[19] Generative Adversarial Phonology: Modeling unsupervised phonetic and phonological learning with neural networks
作者 | Gašper Beguš
链接 | https://arxiv.org/abs/2006.03965
备注 | Provisionally accepted in Frontiers in Artificial Intelligence
[20] ValNorm: A New Word Embedding Intrinsic Evaluation Method Reveals Valence Biases are Consistent Across Languages and Over Decades
作者 | Autumn Toney, Aylin Caliskan
链接 | https://arxiv.org/abs/2006.03950
[21] A Cross-Task Analysis of Text Span Representations
作者 | Shubham Toshniwal, Haoyue Shi, Bowen Shi, Lingyu Gao, Karen Livescu, Kevin Gimpel
链接 | https://arxiv.org/abs/2006.03866
备注 | RepL4NLP 2020
[22] Challenges and Thrills of Legal Arguments
作者 | Anurag Pallaprolu, Radha Vaidya, Aditya Swaroop Attawar
链接 | https://arxiv.org/abs/2006.03773
[23] Relation of the Relations: A New Paradigm of the Relation Extraction Problem
作者 | Zhijing Jin, Yongyi Yang, Xipeng Qiu, Zheng Zhang
链接 | https://arxiv.org/abs/2006.03719
[24] Accelerating Natural Language Understanding in Task-Oriented Dialog
作者 | Ojas Ahuja, Shrey Desai
链接 | https://arxiv.org/abs/2006.03701
备注 | Accepted to ACL 2020 Workshop on NLP for Conversational AI
[25] UDPipe at EvaLatin 2020: Contextualized Embeddings and Treebank Embeddings
作者 | Milan Straka, Jana Straková
链接 | https://arxiv.org/abs/2006.03687
备注 | Accepted at EvaLatin 2020, LREC (Proceedings of Language Resources and Evaluation, Marseille, France)
[26] Prague Dependency Treebank – Consolidated 1.0
作者 | Jan Hajič, Eduard Bejček, Jaroslava Hlaváčová, Marie Mikulová, Milan Straka, Jan Štěpánek, Barbora Štěpánková
链接 | https://arxiv.org/abs/2006.03679
备注 | Accepted at LREC 2020 (Proceedings of Language Resources and Evaluation, Marseille, France)
[27] DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
作者 | John M. Giorgi, Osvald Nitski, Gary D. Bader, Bo Wang
链接 | https://arxiv.org/abs/2006.03659
[28] DeBERTa: Decoding-enhanced BERT with Disentangled Attention
作者 | Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen
链接 | https://arxiv.org/abs/2006.03654
[29] Filtered Inner Product Projection for Multilingual Embedding Alignment
作者 | Vin Sachidananda, Ziyi Yang, Chenguang Zhu
链接 | https://arxiv.org/abs/2006.03652
[30] MultiSpeech: Multi-Speaker Text to Speech with Transformer
作者 | Mingjian Chen, Xu Tan, Yi Ren, Jin Xu, Hao Sun, Sheng Zhao, Tao Qin
链接 | https://arxiv.org/abs/2006.04664
[31] WaveNODE: A Continuous Normalizing Flow for Speech Synthesis
作者 | Hyeongju Kim, Hyeongseung Lee, Woo Hyun Kang, Sung Jun Cheon, Byoung Jin Choi, Nam Soo Kim
链接 | https://arxiv.org/abs/2006.04598
[32] FastSpeech 2: Fast and High-Quality End-to-End Text-to-Speech
作者 | Yi Ren, Chenxu Hu, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu
链接 | https://arxiv.org/abs/2006.04558
[33] A non-causal FFTNet architecture for speech enhancement
作者 | Muhammed PV Shifas, Nagaraj Adiga, Vassilis Tsiaras, Yannis Stylianou
链接 | https://arxiv.org/abs/2006.04469
[34] Characterizing Sociolinguistic Variation in the Competing Vaccination Communities
作者 | Shahan Ali Memon, Aman Tyagi, David R. Mortensen, Kathleen M. Carley
链接 | https://arxiv.org/abs/2006.04334
备注 | 11 pages, 4 tables, 1 figure, 1 algorithm, accepted to SBP-BRiMS 2020 – International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation
[35] Parametric Representation for Singing Voice Synthesis: a Comparative Evaluation
作者 | Onur Babacan, Thomas Drugman, Tuomo Raitio, Daniel Erro, Thierry Dutoit
链接 | https://arxiv.org/abs/2006.04142
[36] Maximum Phase Modeling for Sparse Linear Prediction of Speech
作者 | Thomas Drugman
链接 | https://arxiv.org/abs/2006.04138
[37] Analysis and Synthesis of Hypo and Hyperarticulated Speech
作者 | Benjamin Picart, Thomas Drugman, Thierry Dutoit
链接 | https://arxiv.org/abs/2006.04136
[38] Incorporating Pragmatic Reasoning Communication into Emergent Language
作者 | Yipeng Kang, Tonghan Wang, Gerard de Melo
链接 | https://arxiv.org/abs/2006.04109
备注 | 8 pages. Submitted to NeurIPS 2020
[39] Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases
作者 | Wei Guo, Aylin Caliskan
链接 | https://arxiv.org/abs/2006.03955
[40] MAGNet: Multi-Region Attention-Assisted Grounding of Natural Language Queries at Phrase Level
作者 | Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu
链接 | https://arxiv.org/abs/2006.03776
备注 | Submitted to The 2020 European Conference on Computer Vision (ECCV 2020)
[41] Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation
作者 | Mingjie Li, Fuyu Wang, Xiaojun Chang, Xiaodan Liang
链接 | https://arxiv.org/abs/2006.03744
[42] BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining
作者 | Zachariah Zhang, Jingshu Liu, Narges Razavian
链接 | https://arxiv.org/abs/2006.03685
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