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4th Workshop on Structured Prediction for NLP@EMNLP 2020: Online
- Priyanka Agrawal, Zornitsa Kozareva, Julia Kreutzer, Gerasimos Lampouras, André F. T. Martins, Sujith Ravi, Andreas Vlachos:

Proceedings of the Fourth Workshop on Structured Prediction for NLP@EMNLP 2020, Online, November 20, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-83-5 - Noe Casas, José A. R. Fonollosa, Marta R. Costa-jussà:

Syntax-driven Iterative Expansion Language Models for Controllable Text Generation. 1-10 - Abhinav Singh, Patrick Xia, Guanghui Qin, Mahsa Yarmohammadi, Benjamin Van Durme:

CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models. 11-16 - Ke Tran, Ming Tan:

Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations. 17-21 - Hendrik ter Horst, Philipp Cimiano:

Structured Prediction for Joint Class Cardinality and Entity Property Inference in Model-Complete Text Comprehension. 22-32 - Anh-Duong Trinh, Robert J. Ross, John D. Kelleher:

Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking. 33-42 - Clément Sage, Alex Aussem, Véronique Eglin, Haytham Elghazel, Jérémy Espinas:

End-to-End Extraction of Structured Information from Business Documents with Pointer-Generator Networks. 43-52 - Nikolaos Manginas, Ilias Chalkidis, Prodromos Malakasiotis:

Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations. 53-61 - Lifu Tu, Richard Yuanzhe Pang, Kevin Gimpel:

Improving Joint Training of Inference Networks and Structured Prediction Energy Networks. 62-73 - Yunmo Chen, Tongfei Chen, Seth Ebner, Aaron Steven White, Benjamin Van Durme:

Reading the Manual: Event Extraction as Definition Comprehension. 74-83 - Jason Lee, Dustin Tran, Orhan Firat, Kyunghyun Cho:

On the Discrepancy between Density Estimation and Sequence Generation. 84-94 - Sébastien Jean, Kyunghyun Cho:

Log-Linear Reformulation of the Noisy Channel Model for Document-Level Neural Machine Translation. 95-101 - Arindam Mitra, Sanjay Narayana, Chitta Baral:

Deeply Embedded Knowledge Representation & Reasoning For Natural Language Question Answering: A Practitioner's Perspective. 102-111

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