Abstract is missing.
- Syntax-driven Iterative Expansion Language Models for Controllable Text GenerationNoe Casas, José A. R. Fonollosa, Marta R. Costa-Jussà. 1-10 [doi]
- CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence ModelsAbhinav Singh, Patrick Xia, Guanghui Qin, Mahsa Yarmohammadi, Benjamin Van Durme. 11-16 [doi]
- Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical RepresentationsKe Tran, Ming Tan. 17-21 [doi]
- Structured Prediction for Joint Class Cardinality and Entity Property Inference in Model-Complete Text ComprehensionHendrik ter Horst, Philipp Cimiano. 22-32 [doi]
- Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State TrackingAnh-Duong Trinh, Robert J. Ross, John D. Kelleher. 33-42 [doi]
- End-to-End Extraction of Structured Information from Business Documents with Pointer-Generator NetworksClément Sage, Alex Aussem, Véronique Eglin, Haytham Elghazel, Jérémy Espinas. 43-52 [doi]
- Layer-wise Guided Training for BERT: Learning Incrementally Refined Document RepresentationsNikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis. 53-61 [doi]
- Improving Joint Training of Inference Networks and Structured Prediction Energy NetworksLifu Tu, Richard Yuanzhe Pang, Kevin Gimpel. 62-73 [doi]
- Reading the Manual: Event Extraction as Definition ComprehensionYunmo Chen, Tongfei Chen, Seth Ebner, Aaron Steven White, Benjamin Van Durme. 74-83 [doi]
- On the Discrepancy between Density Estimation and Sequence GenerationJason Lee, Dustin Tran, Orhan Firat, KyungHyun Cho. 84-94 [doi]
- Log-Linear Reformulation of the Noisy Channel Model for Document-Level Neural Machine TranslationSébastien Jean, KyungHyun Cho. 95-101 [doi]
- Deeply Embedded Knowledge Representation & Reasoning For Natural Language Question Answering: A Practitioner's PerspectiveArindam Mitra, Sanjay Narayana, Chitta Baral. 102-111 [doi]