出品 | 深度學習這件小事公眾號
自然語言處理（10月27日更新版）
[1] A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs作者 | Alexander Kalinowski, Yuan An連結 | https://arxiv.org/abs/2010.13688 [2] A Corpus for Argumentative Writing Support in German作者 | Thiemo Wambsganss, Christina Niklaus, Matthias S枚llner, Siegfried Handschuh, Jan Marco Leimeister連結 | https://arxiv.org/abs/2010.13674 備註 | to be published in The 28th International Conference on Computational Linguistics (COLING 2020)[3] Exploiting Neural Query Translation into Cross Lingual Information Retrieval作者 | Liang Yao, Baosong Yang, Haibo Zhang, Weihua Luo, Boxing Chen連結 | https://arxiv.org/abs/2010.13659 [4] Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval作者 | Tianchi Bi, Liang Yao, Baosong Yang, Haibo Zhang, Weihua Luo, Boxing Chen連結 | https://arxiv.org/abs/2010.13658 [5] Dutch Humor Detection by Generating Negative Examples作者 | Thomas Winters, Pieter Delobelle連結 | https://arxiv.org/abs/2010.13652 備註 | Accepted at the Proceedings of the 32st Benelux Conference on Artificial Intelligence (BNAIC 2020) and the 29th Belgian Dutch Conference on Machine Learning (Benelearn 2020)[6] Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification作者 | Timo Schick, Helmut Schmid, Hinrich Schütze連結 | https://arxiv.org/abs/2010.13641 備註 | To appear at COLING 2020[7] UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models作者 | Mircea-Adrian Tanase, Dumitru-Clementin Cercel, Costing-Gabriel Chiru連結 | https://arxiv.org/abs/2010.13609 [8] Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale作者 | Ozan Caglayan, Pranava Madhyastha, Lucia Specia連結 | https://arxiv.org/abs/2010.13588 備註 | 7 pages, accepted to COLING 2020[9] Interpreting convolutional networks trained on textual data作者 | Reza Marzban, Christopher John Crick連結 | https://arxiv.org/abs/2010.13585 [10] Hierarchical Metadata-Aware Document Categorization under Weak Supervision作者 | Yu Zhang, Xiusi Chen, Yu Meng, Jiawei Han連結 | https://arxiv.org/abs/2010.13556 備註 | 9 pages; Accepted to WSDM 2021[11] Meta-Learning for Neural Relation Classification with Distant Supervision作者 | Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li連結 | https://arxiv.org/abs/2010.13544 備註 | corrected one encoding error in CIKM pdf[12] Syllabification of the Divine Comedy作者 | Andrea Asperti, Stefano Dal Bianco連結 | https://arxiv.org/abs/2010.13515 [13] TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking作者 | Yucheng Wang, Bowen Yu, Yueyang Zhang, Tingwen Liu, Hongsong Zhu, Limin Sun連結 | https://arxiv.org/abs/2010.13415 [14] Robust and Consistent Estimation of Word Embedding for Bangla Language by fine-tuning Word2Vec Model連結 | https://arxiv.org/abs/2010.13404 備註 | 6 pages, 8 figures, submitted to 23rd International Conference of Computer and Information Technology (ICCIT). IEEE, 2020[15] Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction作者 | Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, Thien Huu Nguyen連結 | https://arxiv.org/abs/2010.13391 備註 | accepted at EMNLP 2020 findings[16] Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation作者 | Amir Pouran Ben Veyseh, Nasim Nour, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen連結 | https://arxiv.org/abs/2010.13389 備註 | accepted at EMNLP 2020 findings[17] FastFormers: Highly Efficient Transformer Models for Natural Language Understanding作者 | Young Jin Kim, Hany Hassan Awadalla連結 | https://arxiv.org/abs/2010.13382 備註 | Accepted to SustaiNLP 2020 at EMNLP 2020[18] Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning作者 | Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen連結 | https://arxiv.org/abs/2010.13378 備註 | accepted at EMNLP 2020 main conference[19] LXPER Index 2.0: Improving Text Readability Assessment for L2 English Learners in South Korea作者 | Bruce W. Lee, Jason Hyung-Jong Lee連結 | https://arxiv.org/abs/2010.13374 [20] The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task作者 | Alexandra Chronopoulou, Dario Stojanovski, Viktor Hangya, Alexander Fraser連結 | https://arxiv.org/abs/2010.13192 備註 | WMT Unsupervised Shared Task 2020[21] Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings作者 | Vaibhav Kumar, Tenzin Singhay Bhotia, Vaibhav Kumar連結 | https://arxiv.org/abs/2010.13168 [22] Two-stage Textual Knowledge Distillation to Speech Encoder for Spoken Language Understanding作者 | Seongbin Kim, Gyuwan Kim, Seongjin Shin, Sangmin Lee連結 | https://arxiv.org/abs/2010.13105 [23] Autoencoding Improves Pre-trained Word Embeddings作者 | Masahiro Kaneko, Danushka Bollegala連結 | https://arxiv.org/abs/2010.13094 [24] Transgender Community Sentiment Analysis from Social Media Data: A Natural Language Processing Approach作者 | Mengzhe Li, Yudan Wang, Ying Zhao, Zhixiang Li連結 | https://arxiv.org/abs/2010.13062 [25] Contextualized Word Embeddings Encode Aspects of Human-Like Word Sense Knowledge作者 | Sathvik Nair, Mahesh Srinivasan, Stephan Meylan連結 | https://arxiv.org/abs/2010.13057 備註 | To appear in proceedings of the Cognitive Aspects of the Lexicon Workshop at the 28th International Conference on Computational Linguistics (COLING)[26] Commonsense knowledge adversarial dataset that challenges ELECTRA作者 | Gongqi Lin, Yuan Miao, Xiaoyong Yang, Wenwu Ou, Lizhen Cui, Wei Guo, Chunyan Miao連結 | https://arxiv.org/abs/2010.13049 備註 | To appear in ICARCV2020[27] Orthros: Non-autoregressive End-to-end Speech Translation with Dual-decoder作者 | Hirofumi Inaguma, Yosuke Higuchi, Kevin Duh, Tatsuya Kawahara, Shinji Watanabe連結 | https://arxiv.org/abs/2010.13047 [28] Fine-tuning ERNIE for chest abnormal imaging signs extraction作者 | Zhaoning Li, Jiangtao Ren連結 | https://arxiv.org/abs/2010.13040 [29] Towards Medical Knowmetrics: Representing and Computing Medical Knowledge using Semantic Predications as the Knowledge Unit and the Uncertainty as the Knowledge Context作者 | Xiaoying Li, Suyuan Peng, Jian Du連結 | https://arxiv.org/abs/2010.13031 [30] CRAB: Class Representation Attentive BERT for Hate Speech Identification in Social Media作者 | Sayyed M. Zahiri, Ali Ahmadvand連結 | https://arxiv.org/abs/2010.13028 [31] Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference作者 | Jian-Guo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong連結 | https://arxiv.org/abs/2010.13009 項目連結 | https://github.com/salesforce/DNNC-few-shot-intent備註 | 19 pages, accepted by EMNLP 2020 main conference as a long paper.[32] Pre-trained Summarization Distillation作者 | Sam Shleifer, Alexander M. Rush連結 | https://arxiv.org/abs/2010.13002 [33] Unsupervised Learning of Disentangled Speech Content and Style Representation作者 | Andros Tjandra, Ruoming Pang, Yu Zhang, Shigeki Karita連結 | https://arxiv.org/abs/2010.12973 備註 | Submitted to ICASSP 2021[34] Neural Compound-Word (Sandhi) Generation and Splitting in Sanskrit Language作者 | Sushant Dave, Arun Kumar Singh, Dr. Prathosh A. P., Prof. Brejesh Lall連結 | https://arxiv.org/abs/2010.12940 備註 | CODS-COMAD 2021, IIIT Bangalore, India[35] A Benchmark Corpus and Neural Approach for Sanskrit Derivative Nouns Analysis作者 | Arun Kumar Singh, Sushant Dave, Dr. Prathosh A. P., Prof. Brejesh Lall, Shresth Mehta連結 | https://arxiv.org/abs/2010.12937 備註 | EACL 2021 Submission[36] Disease Normalization with Graph Embeddings作者 | Dhruba Pujary, Camilo Thorne, Wilker Aziz連結 | https://arxiv.org/abs/2010.12925 備註 | This is a pre-print of a paper to appear in the proceedings of the IntelliSys 2020 conference[37] Causal Effects of Linguistic Properties作者 | Reid Pryzant, Dallas Card, Dan Jurafsky, Victor Veitch, Dhanya Sridhar連結 | https://arxiv.org/abs/2010.12919 [38] Word Embeddings for Chemical Patent Natural Language Processing作者 | Camilo Thorne, Saber Akhondi連結 | https://arxiv.org/abs/2010.12912 備註 | Extended version of an extended abstract presented (and reviewed) at the Latinx Workshop at ICML 2020[39] Unsupervised Paraphrase Generation via Dynamic Blocking作者 | Tong Niu, Semih Yavuz, Yingbo Zhou, Huan Wang, Nitish Shirish Keskar, Caiming Xiong連結 | https://arxiv.org/abs/2010.12885 [40] NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints作者 | Ximing Lu, Peter West, Rowan Zellers, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi連結 | https://arxiv.org/abs/2010.12884 [41] FedE: Embedding Knowledge Graphs in Federated Setting作者 | Mingyang Chen, Wen Zhang, Zonggang Yuan, Yantao Jia, Huajun Chen連結 | https://arxiv.org/abs/2010.12882 [42] Revisiting Neural Language Modelling with Syllables作者 | Arturo Oncevay, Kervy Rivas Rojas連結 | https://arxiv.org/abs/2010.12881 [43] Learning Contextualized Knowledge Structures for Commonsense Reasoning作者 | Jun Yan, Mrigank Raman, Tianyu Zhang, Ryan Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren連結 | https://arxiv.org/abs/2010.12873 [44] Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation作者 | Mrigank Raman, Siddhant Agarwal, Peifeng Wang, Aaron Chan, Hansen Wang, Sungchul Kim, Ryan Rossi, Handong Zhao, Nedim Lipka, Xiang Ren連結 | https://arxiv.org/abs/2010.12872 [45] Large Scale Legal Text Classification Using Transformer Models作者 | Zein Shaheen, Gerhard Wohlgenannt, Erwin Filtz連結 | https://arxiv.org/abs/2010.12871 [46] Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation作者 | Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, Michael Lyu, Xing Wang連結 | https://arxiv.org/abs/2010.12868 [47] Efficiently Mitigating Classification Bias via Transfer Learning作者 | Xisen Jin, Francesco Barbieri, Aida Mostafazadeh Davani, Brendan Kennedy, Leonardo Neves, Xiang Ren連結 | https://arxiv.org/abs/2010.12864 [48] When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models作者 | Benjamin Muller, Antonis Anastasopoulos, Benoît Sagot, Djamé Seddah連結 | https://arxiv.org/abs/2010.12858 [49] ReadOnce Transformers: Reusable Representations of Text for Transformers作者 | Shih-Ting Lin, Ashish Sabharwal, Tushar Khot連結 | https://arxiv.org/abs/2010.12854 [50] CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers作者 | Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong連結 | https://arxiv.org/abs/2010.12850 [51] FLIN: A Flexible Natural Language Interface for Web Navigation作者 | Sahisnu Mazumder, Oriana Riva連結 | https://arxiv.org/abs/2010.12844 [52] Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation作者 | Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq Joty, Dragomir Radev, Yashar Mehdad連結 | https://arxiv.org/abs/2010.12836 [53] Go Figure! A Meta Evaluation of Factuality in Summarization作者 | Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao連結 | https://arxiv.org/abs/2010.12834 [54] Weakly-supervised VisualBERT: Pre-training without Parallel Images and Captions作者 | Liunian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian, Shih-Fu Chang, Kai-Wei Chang連結 | https://arxiv.org/abs/2010.12831 [55] Cross-Modal Transfer Learning for Multilingual Speech-to-Text Translation作者 | Chau Tran, Changhan Wang, Yuqing Tang, Yun Tang, Juan Pino, Xian Li連結 | https://arxiv.org/abs/2010.12829 [56] Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference作者 | Haoyu Zhang, Dingkun Long, Guangwei Xu, Pengjun Xie, Fei Huang, Ji Wang連結 | https://arxiv.org/abs/2010.12828 [57] Context-aware Decoder for Neural Machine Translation using a Target-side Document-Level Language Model作者 | Amane Sugiyama, Naoki Yoshinaga連結 | https://arxiv.org/abs/2010.12827 [58] Text Editing by Command作者 | Felix Faltings, Michel Galley, Gerold Hintz, Chris Brockett, Chris Quirk, Jianfeng Gao, Bill Dolan連結 | https://arxiv.org/abs/2010.12826 [59] Cross-neutralising: Probing for joint encoding of linguistic information in multilingual models作者 | Rochelle Choenni, Ekaterina Shutova連結 | https://arxiv.org/abs/2010.12825 [60] Rethinking embedding coupling in pre-trained language models作者 | Hyung Won Chung, Thibault Févry, Henry Tsai, Melvin Johnson, Sebastian Ruder連結 | https://arxiv.org/abs/2010.12821 [61] "Nice Try, Kiddo": Ad Hominems in Dialogue Systems作者 | Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng連結 | https://arxiv.org/abs/2010.12820 [62] Inducing Taxonomic Knowledge from Pretrained Transformers作者 | Catherine Chen, Kevin Lin, Dan Klein連結 | https://arxiv.org/abs/2010.12813 [63] A Frustratingly Easy Approach for Joint Entity and Relation Extraction作者 | Zexuan Zhong, Danqi Chen連結 | https://arxiv.org/abs/2010.12812 [64] Paired Representation Learning for Event and Entity Coreference作者 | Xiaodong Yu, Wenpeng Yin, Dan Roth連結 | https://arxiv.org/abs/2010.12808 [65] COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval作者 | Xinliang Frederick Zhang, Heming Sun, Xiang Yue, Emmett Jesrani, Simon Lin, Huan Sun連結 | https://arxiv.org/abs/2010.12800 [66] CaM-Gen:Causally-aware Metric-guided Text Generation作者 | Navita Goyal, Roodram Paneri, Ayush Agarwal, Udit Kalani, Abhilasha Sancheti, Niyati Chhaya連結 | https://arxiv.org/abs/2010.12795 [67] X-Class: Text Classification with Extremely Weak Supervision作者 | Zihan Wang, Dheeraj Mekala, Jingbo Shang連結 | https://arxiv.org/abs/2010.12794 [68] Exploration of NLU: disassemble the information represented by Natural Language, based on the understanding of the internal structure of information, modeling the storage and processing system of information連結 | https://arxiv.org/abs/2010.12789 [69] Efficient End-to-end Learning of Cross-event Dependencies for Document-level Event Extraction作者 | Kung-Hsiang Huang, Nanyun Peng連結 | https://arxiv.org/abs/2010.12787 [70] Measuring the `I don't know' Problem through the Lens of Gricean Quantity作者 | Huda Khayrallah, João Sedoc連結 | https://arxiv.org/abs/2010.12786 [71] Clustering Contextualized Representations of Text for Unsupervised Syntax Induction作者 | Vikram Gupta, Haoyue Shi, Kevin Gimpel, Mrinmaya Sachan連結 | https://arxiv.org/abs/2010.12784 [72] Open-Domain Dialogue Generation Based on Pre-trained Language Models作者 | Yan Zeng, Jian-Yun Nie連結 | https://arxiv.org/abs/2010.12780 [73] Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals作者 | Aida Mostafazadeh Davani, Ali Omrani, Brendan Kennedy, Mohammad Atari, Xiang Ren, Morteza Dehghani連結 | https://arxiv.org/abs/2010.12779 [74] Improving Multilingual Models with Language-Clustered Vocabularies作者 | Hyung Won Chung, Dan Garrette, Kiat Chuan Tan, Jason Riesa連結 | https://arxiv.org/abs/2010.12777 備註 | Published in the main conference of EMNLP 2020[75] Improved Synthetic Training for Reading Comprehension作者 | Yanda Chen (1), Md Arafat Sultan (2), Vittorio Castelli (2) ((1) Department of Computer Science, Columbia University, (2) IBM Research AI, T.J. Watson Research Center, New York, USA)連結 | https://arxiv.org/abs/2010.12776 [76] Structure-Grounded Pretraining for Text-to-SQL作者 | Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson連結 | https://arxiv.org/abs/2010.12773 [77] On Learning Text Style Transfer with Direct Rewards作者 | Yixin Liu, Graham Neubig, John Wieting連結 | https://arxiv.org/abs/2010.12771 [78] Conversational Semantic Parsing for Dialog State Tracking作者 | Jianpeng Cheng, Devang Agrawal, Hector Martinez Alonso, Shruti Bhargava, Joris Driesen, Federico Flego, Dain Kaplan, Dimitri Kartsaklis, Lin Li, Dhivya Piraviperumal, Jason D Williams, Hong Yu, Diarmuid O Seaghdha, Anders Johannsen連結 | https://arxiv.org/abs/2010.12770 備註 | Publish as a conference paper at EMNLP 2020[79] Modularity Improves Out-of-Domain Instruction Following作者 | Rodolfo Corona, Daniel Fried, Coline Devin, Dan Klein, Trevor Darrell連結 | https://arxiv.org/abs/2010.12764 [80] Measuring Association Between Labels and Free-Text Rationales作者 | Sarah Wiegreffe, Ana Marasovic, Noah A. Smith連結 | https://arxiv.org/abs/2010.12762 [81] NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions作者 | Zhiyu Chen, Honglei Liu, Hu Xu, Seungwhan Moon, Hao Zhou, Bing Liu連結 | https://arxiv.org/abs/2010.12758 [82] Adding Chit-Chats to Enhance Task-Oriented Dialogues作者 | Kai Sun, Seungwhan Moon, Paul Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie連結 | https://arxiv.org/abs/2010.12757 [83] Effective Distant Supervision for Temporal Relation Extraction作者 | Xinyu Zhao, Shih-ting Lin, Greg Durrett連結 | https://arxiv.org/abs/2010.12755 [84] Temporal Reasoning on Implicit Events from Distant Supervision作者 | Ben Zhou, Kyle Richardson, Qiang Ning, Tushar Khot, Ashish Sabharwal, Dan Roth連結 | https://arxiv.org/abs/2010.12753 [85] Text Style Transfer: A Review and Experiment Evaluation作者 | Zhiqiang Hu, Roy Ka-Wei Lee, Charu C. Aggarwal連結 | https://arxiv.org/abs/2010.12742 [86] An Evaluation Protocol for Generative Conversational Systems作者 | Seolhwa Lee, Heuiseok Lim, João Sedoc連結 | https://arxiv.org/abs/2010.12741 [87] Char2Subword: Extending the Subword Embedding Space from Pre-trained Models Using Robust Character Compositionality作者 | Gustavo Aguilar, Bryan McCann, Tong Niu, Nazneen Rajani, Nitish Keskar, Thamar Solorio連結 | https://arxiv.org/abs/2010.12730 [88] ANLIzing the Adversarial Natural Language Inference Dataset作者 | Adina Williams, Tristan Thrush, Douwe Kiela連結 | https://arxiv.org/abs/2010.12729 [89] Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?作者 | Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova連結 | https://arxiv.org/abs/2010.12725 [90] Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation作者 | Yuning Mao, Xiang Ren, Heng Ji, Jiawei Han連結 | https://arxiv.org/abs/2010.12723 [91] Word2vec Conjecture and A Limitative Result連結 | https://arxiv.org/abs/2010.12719 [92] A Caption Is Worth A Thousand Images: Investigating Image Captions for Multimodal Named Entity Recognition作者 | Shuguang Chen, Gustavo Aguilar, Leonardo Neves, Thamar Solorio連結 | https://arxiv.org/abs/2010.12712 [93] Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education作者 | Debajyoti Datta, Maria Phillips, Jennifer Chiu, Ginger S. Watson, James P. Bywater, Laura Barnes, Donald Brown連結 | https://arxiv.org/abs/2010.12710 備註 | Preprint: Under Review[94] Learning to Recognize Dialect Features作者 | Dorottya Demszky, Devyani Sharma, Jonathan H. Clark, Vinodkumar Prabhakaran, Jacob Eisenstein連結 | https://arxiv.org/abs/2010.12707 [95] Graph-Based Universal Dependency Parsing in the Age of the Transformer: What Works, and What Doesn't作者 | Stefan Grünewald, Annemarie Friedrich, Jonas Kuhn連結 | https://arxiv.org/abs/2010.12699 [96] AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization作者 | Sayali Kulkarni, Sheide Chammas, Wan Zhu, Fei Sha, Eugene Ie連結 | https://arxiv.org/abs/2010.12694 [97] Large Scale Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training作者 | Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou連結 | https://arxiv.org/abs/2010.12688 [98] Dynamic Contextualized Word Embeddings作者 | Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze連結 | https://arxiv.org/abs/2010.12684 [99] Robust Document Representations using Latent Topics and Metadata作者 | Natraj Raman, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso連結 | https://arxiv.org/abs/2010.12681 [100] A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing作者 | Chunchuan Lyu, Shay B. Cohen, Ivan Titov連結 | https://arxiv.org/abs/2010.12676 [101] Overcoming Conflicting Data for Model Updates作者 | David Gaddy, Alex Kouzemtchenko, Pavan Kumar Reddy, Prateek Kolhar, Rushin Shah連結 | https://arxiv.org/abs/2010.12675 [102] On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer作者 | Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong連結 | https://arxiv.org/abs/2010.12673 備註 | 5 pages, submitted to ICASSP 2021[103] Generating Adequate Distractors for Multiple-Choice Questions作者 | Cheng Zhang, Yicheng Sun, Hejia Chen, Jie Wang連結 | https://arxiv.org/abs/2010.12658 [104] Rapid Domain Adaptation for Machine Translation with Monolingual Data作者 | Mahdis Mahdieh, Mia Xu Chen, Yuan Cao, Orhan Firat連結 | https://arxiv.org/abs/2010.12652 [105] Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering作者 | Arij Riabi, Thomas Scialom, Rachel Keraron, Benoît Sagot, Djamé Seddah, Jacopo Staiano連結 | https://arxiv.org/abs/2010.12643 [106] Posterior Differential Regularization with f-divergence for Improving Model Robustness作者 | Hao Cheng, Xiaodong Liu, Lis Pereira, Yaoliang Yu, Jianfeng Gao連結 | https://arxiv.org/abs/2010.12638 [107] Domain Specific Complex Sentence (DCSC) Semantic Similarity Dataset作者 | Dhivya Chandrasekaran, Vijay Mago連結 | https://arxiv.org/abs/2010.12637 備註 | submitted to "IEEE Transactions on Knowledge and Data Engineering[108] Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL作者 | Yusen Zhang, Xiangyu Dong, Shuaichen Chang, Tao Yu, Peng Shi, Rui Zhang連結 | https://arxiv.org/abs/2010.12634 [109] Anchor-based Bilingual Word Embeddings for Low-Resource Languages作者 | Tobias Eder, Viktor Hangya, Alexander Fraser連結 | https://arxiv.org/abs/2010.12627 [110] Topic Modeling with Contextualized Word Representation Clusters作者 | Laure Thompson, David Mimno連結 | https://arxiv.org/abs/2010.12626 [111] Unsupervised Multi-hop Question Answering by Question Generation作者 | Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang連結 | https://arxiv.org/abs/2010.12623 [112] Ranking Creative Language Characteristics in Small Data Scenarios作者 | Julia Siekiera, Marius Köppel, Edwin Simpson, Kevin Stowe, Iryna Gurevych, Stefan Kramer連結 | https://arxiv.org/abs/2010.12613 [113] Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence作者 | Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song連結 | https://arxiv.org/abs/2010.13637 [114] Speaker Anonymization with Distribution-Preserving X-Vector Generation for the VoicePrivacy Challenge 2020作者 | Henry Turner, Giulio Lovisotto, Ivan Martinovic連結 | https://arxiv.org/abs/2010.13457 [115] Improved Mask-CTC for Non-Autoregressive End-to-End ASR作者 | Yosuke Higuchi, Hirofumi Inaguma, Shinji Watanabe, Tetsuji Ogawa, Tetsunori Kobayashi連結 | https://arxiv.org/abs/2010.13270 備註 | Submitted to ICASSP2021[116] ExplanationLP: Abductive Reasoning for Explainable Science Question Answering作者 | Mokanarangan Thayaparan, Marco Valentino, André Freitas連結 | https://arxiv.org/abs/2010.13128 [117] Neural Code Completion with Anonymized Variable Names連結 | https://arxiv.org/abs/2010.12693 [118] Long Document Ranking with Query-Directed Sparse Transformer作者 | Jyun-Yu Jiang, Chenyan Xiong, Chia-Jung Lee, Wei Wang連結 | https://arxiv.org/abs/2010.12683 備註 | Accepted by EMNLP 2020, 12 pages, 5 figures[119] The RobotSlang Benchmark: Dialog-guided Robot Localization and Navigation作者 | Shurjo Banerjee, Jesse Thomason, Jason J. Corso連結 | https://arxiv.org/abs/2010.12639 備註 | Conference on Robot Learning 2020