| 2020 | Alleviating Digitization Errors in Named Entity Recognition for Historical Documents. | Emanuela Boros, Ahmed Hamdi, Elvys Linhares Pontes, Luis Adrin Cabrera-Diego, Jos G. Moreno, Nicolas Sidere, Antoine Doucet |
| 2020 | On the Computational Power of Transformers and Its Implications in Sequence Modeling. | Satwik Bhattamishra, Arkil Patel, Navin Goyal |
| 2020 | Filler-gaps that neural networks fail to generalize. | Debasmita Bhattacharya, Marten van Schijndel |
| 2020 | HUJI-KU at MRP 2020: Two Transition-based Neural Parsers. | Ofir Arviv, Ruixiang Cui, Daniel Hershcovich |
| 2020 | A simple repair mechanism can alleviate computational demands of pragmatic reasoning: simulations and complexity analysis. | Jacqueline van Arkel, Marieke Woensdregt, Mark Dingemanse, Mark Blokpoel |
| 2020 | On the Frailty of Universal POS Tags for Neural UD Parsers. | Mark Anderson, Carlos Gmez-Rodrguez |
| 2020 | DRS at MRP 2020: Dressing up Discourse Representation Structures as Graphs. | Lasha Abzianidze, Johan Bos, Stephan Oepen |
| 2019 | Deconstructing Supertagging into Multi-Task Sequence Prediction. | Zhenqi Zhu, Anoop Sarkar |
| 2019 | On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. | Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen |
| 2019 | Cluster-Gated Convolutional Neural Network for Short Text Classification. | Haidong Zhang, Wancheng Ni, Meijing Zhao, Ziqi Lin |
| 2019 | SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT. | Yue Zhang, Wei Jiang, Qingrong Xia, Junjie Cao, Rui Wang, Zhenghua Li, Min Zhang |
| 2019 | Pretraining-Based Natural Language Generation for Text Summarization. | Haoyu Zhang, Jingjing Cai, Jianjun Xu, Ji Wang |
| 2019 | Neural Attentive Bag-of-Entities Model for Text Classification. | Ikuya Yamada, Hiroyuki Shindo |
| 2019 | Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences. | Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung |
| 2019 | Unsupervised Neural Machine Translation with Future Rewarding. | Xiangpeng Wei, Yue Hu, Luxi Xing, Li Gao |
| 2019 | Evidence Sentence Extraction for Machine Reading Comprehension. | Hai Wang, Dian Yu, Kai Sun, Jianshu Chen, Dong Yu, David A. McAllester, Dan Roth |
| 2019 | Improving Pre-Trained Multilingual Model with Vocabulary Expansion. | Hai Wang, Dian Yu, Kai Sun, Jianshu Chen, Dong Yu |
| 2019 | ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing. | Xinyu Wang, Yixian Liu, Zixia Jia, Chengyue Jiang, Kewei Tu |
| 2019 | Reduce & Attribute: Two-Step Authorship Attribution for Large-Scale Problems. | Michael Tschuggnall, Benjamin Murauer, Gnther Specht |
| 2019 | Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding. | Chaodong Tong, Huailiang Peng, Qiong Dai, Lei Jiang, Jianghua Huang |
| 2019 | Studying Generalisability across Abusive Language Detection Datasets. | Steve Durairaj Swamy, Anupam Jamatia, Bjrn Gambck |
| 2019 | FAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task. | Milan Straka, Jana Strakov |
| 2019 | Linguistic Analysis Improves Neural Metaphor Detection. | Kevin Stowe, Sarah R. Moeller, Laura A. Michaelis, Martha Palmer |
| 2019 | Named Entity Recognition - Is There a Glass Ceiling? | Tomasz Stanislawek, Anna Wrblewska, Alicja Wjcicka, Daniel Ziembicki, Przemyslaw Biecek |
| 2019 | Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning. | Xuewen Shi, Heyan Huang, Wenguan Wang, Ping Jian, Yi-Kun Tang |