Papers
Jointly Optimizing Diversity and Relevance in Neural Response Generation
Xiang Gao, Sungjin Lee, Yizhe Zhang et al.
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory
Deng Cai, Yan Wang, Wei Bi et al.
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models
Tiancheng Zhao, Kaige Xie, Maxine Eskenazi
Modeling Recurrence for Transformer
Jie Hao, Xing Wang, Baosong Yang et al.
Consistency by Agreement in Zero-Shot Neural Machine Translation
Maruan Al-Shedivat, Ankur Parikh
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation
Jiawei Wu, Xin Wang, William Yang Wang
Competence-based Curriculum Learning for Neural Machine Translation
Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig et al.
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations
Meishan Zhang, Zhenghua Li, Guohong Fu et al.
Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition
Angli Liu, Jingfei Du, Veselin Stoyanov
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders
Andrew Drozdov, Patrick Verga, Mohit Yadav et al.
Cooperative Learning of Disjoint Syntax and Semantics
Serhii Havrylov, Germán Kruszewski, Armand Joulin
Unsupervised Recurrent Neural Network Grammars
Yoon Kim, Alexander Rush, Lei Yu et al.
Linguistic Knowledge and Transferability of Contextual Representations
Nelson F. Liu, Matt Gardner, Yonatan Belinkov et al.
Cross-Topic Distributional Semantic Representations Via Unsupervised Mappings
Eleftheria Briakou, Nikos Athanasiou, Alexandros Potamianos
Word-Node2Vec: Improving Word Embedding with Document-Level Non-Local Word Co-occurrences
Procheta Sen, Debasis Ganguly, Gareth Jones
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification
Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo
Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision
Jianhao Yan, Lin He, Ruqin Huang et al.
A Submodular Feature-Aware Framework for Label Subset Selection in Extreme Classification Problems
Elham J. Barezi, Ian D. Wood, Pascale Fung et al.
Adversarial Training for Weakly Supervised Event Detection
Xiaozhi Wang, Xu Han, Zhiyuan Liu et al.
Graph Pattern Entity Ranking Model for Knowledge Graph Completion
Takuma Ebisu, Ryutaro Ichise
Adaptive Convolution for Multi-Relational Learning
Xiaotian Jiang, Quan Wang, Bin Wang
Strong Baselines for Complex Word Identification across Multiple Languages
Pierre Finnimore, Elisabeth Fritzsch, Daniel King et al.
Generating Token-Level Explanations for Natural Language Inference
James Thorne, Andreas Vlachos, Christos Christodoulopoulos et al.