Accepted Papers

A Joint Learning Approach for Semi-supervised Neural Topic Modeling. Jeffrey Chiu, Rajat Mittal, Neehal Tumma, Abhishek Sharma and Finale Doshi-Velez
SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning. Daniel Daza, Michael Cochez and Paul Groth
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion. Guirong Fu, Zhao Meng, Zhen Han, Zifeng Ding, Yunpu Ma, Matthias Schubert, Volker Tresp and Roger Wattenhofer
Joint Entity and Relation Extraction Based on Table Labeling Using Convolutional Neural Networks. Youmi Ma, Tatsuya Hiraoka and Naoaki Okazaki
Multilingual Syntax-aware Language Modeling through Dependency Tree Conversion. Shunsuke Kando, Hiroshi Noji and Yusuke Miyao
Predicting Attention Sparsity in Transformers. Marcos Vinicius Treviso, António Góis, Patrick Fernandes, Erick Rocha Fonseca, and Andre Martins
Neural String Edit Distance. Jindřich Libovický and Alexander Fraser

DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning. Hossein Rajaby Faghihi, Quan Guo, Andrzej Uszok, Aliakbar Nafar and Parisa Kordjamshidi
Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors. Wanyu Du, Jianqiao Zhao, Liwei Wang and Yangfeng Ji
Conditioning Pretrained Language Models with Multi-Modal information on Data-to-Text Generation. Qianqian Qi, Zhenyun Deng, Yonghua Zhu, Lia Lee, Jiamou Liu and Michael J. Witbrock
Language Modelling via Learning to Rank. Arvid Frydenlund, Gagandeep Singh and Frank Rudzicz
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding. Sijia Wang, Mo Yu, Shiyu Chang, Lichao Sun and Lifu Huang
Extracting Temporal Event Relation with Syntax-guided Graph Transformer. Shuaicheng Zhang, Qiang Ning and Lifu Huang