Proceedings of the Fourth Workshop on Structured Prediction for NLP

Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor 2020-11 Association for Computational Linguistics Online text conference publication spnlp-2020-structured 10.18653/v1/2020.spnlp-1.0 https://aclanthology.org/2020.spnlp-1.0/ Syntax-driven Iterative Expansion Language Models for Controllable Text Generation Noe Casas author José A R Fonollosa author Marta R Costa-jussà author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication casas-etal-2020-syntax 10.18653/v1/2020.spnlp-1.1 https://aclanthology.org/2020.spnlp-1.1/ 2020-11 1 10 CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models Abhinav Singh author Patrick Xia author Guanghui Qin author Mahsa Yarmohammadi author Benjamin Van Durme author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication singh-etal-2020-copynext 10.18653/v1/2020.spnlp-1.2 https://aclanthology.org/2020.spnlp-1.2/ 2020-11 11 16 Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations Ke Tran author Ming Tan author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication tran-tan-2020-generating 10.18653/v1/2020.spnlp-1.3 https://aclanthology.org/2020.spnlp-1.3/ 2020-11 17 21 Structured Prediction for Joint Class Cardinality and Entity Property Inference in Model-Complete Text Comprehension Hendrik ter Horst author Philipp Cimiano author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication ter-horst-cimiano-2020-structured 10.18653/v1/2020.spnlp-1.4 https://aclanthology.org/2020.spnlp-1.4/ 2020-11 22 32 Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking Anh Duong Trinh author Robert J Ross author John D Kelleher author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication trinh-etal-2020-energy 10.18653/v1/2020.spnlp-1.5 https://aclanthology.org/2020.spnlp-1.5/ 2020-11 33 42 End-to-End Extraction of Structured Information from Business Documents with Pointer-Generator Networks Clément Sage author Alex Aussem author Véronique Eglin author Haytham Elghazel author Jérémy Espinas author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication sage-etal-2020-end 10.18653/v1/2020.spnlp-1.6 https://aclanthology.org/2020.spnlp-1.6/ 2020-11 43 52 Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations Nikolaos Manginas author Ilias Chalkidis author Prodromos Malakasiotis author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication manginas-etal-2020-layer 10.18653/v1/2020.spnlp-1.7 https://aclanthology.org/2020.spnlp-1.7/ 2020-11 53 61 Improving Joint Training of Inference Networks and Structured Prediction Energy Networks Lifu Tu author Richard Yuanzhe Pang author Kevin Gimpel author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication tu-etal-2020-improving 10.18653/v1/2020.spnlp-1.8 https://aclanthology.org/2020.spnlp-1.8/ 2020-11 62 73 Reading the Manual: Event Extraction as Definition Comprehension Yunmo Chen author Tongfei Chen author Seth Ebner author Aaron Steven White author Benjamin Van Durme author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication chen-etal-2020-reading 10.18653/v1/2020.spnlp-1.9 https://aclanthology.org/2020.spnlp-1.9/ 2020-11 74 83 On the Discrepancy between Density Estimation and Sequence Generation Jason Lee author Dustin Tran author Orhan Firat author Kyunghyun Cho author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication lee-etal-2020-discrepancy 10.18653/v1/2020.spnlp-1.10 https://aclanthology.org/2020.spnlp-1.10/ 2020-11 84 94 Log-Linear Reformulation of the Noisy Channel Model for Document-Level Neural Machine Translation Sébastien Jean author Kyunghyun Cho author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication jean-cho-2020-log 10.18653/v1/2020.spnlp-1.11 https://aclanthology.org/2020.spnlp-1.11/ 2020-11 95 101 Deeply Embedded Knowledge Representation & Reasoning For Natural Language Question Answering: A Practitioner’s Perspective Arindam Mitra author Sanjay Narayana author Chitta Baral author 2020-11 text Proceedings of the Fourth Workshop on Structured Prediction for NLP Priyanka Agrawal editor Zornitsa Kozareva editor Julia Kreutzer editor Gerasimos Lampouras editor André Martins editor Sujith Ravi editor Andreas Vlachos editor Association for Computational Linguistics Online conference publication mitra-etal-2020-deeply 10.18653/v1/2020.spnlp-1.12 https://aclanthology.org/2020.spnlp-1.12/ 2020-11 102 111