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SPNLP@EMNLP
2016
2020
2016
2020
Keyphrases
Publications
2020
Proceedings of the Fourth Workshop on Structured Prediction for NLP@EMNLP 2020, Online, November 20, 2020
SPNLP@EMNLP
(2020)
Nikolaos Manginas
,
Ilias Chalkidis
,
Prodromos Malakasiotis
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations.
SPNLP@EMNLP
(2020)
Lifu Tu
,
Richard Yuanzhe Pang
,
Kevin Gimpel
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks.
SPNLP@EMNLP
(2020)
Abhinav Singh
,
Patrick Xia
,
Guanghui Qin
,
Mahsa Yarmohammadi
,
Benjamin Van Durme
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models.
SPNLP@EMNLP
(2020)
Ke Tran
,
Ming Tan
Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations.
SPNLP@EMNLP
(2020)
Hendrik ter Horst
,
Philipp Cimiano
Structured Prediction for Joint Class Cardinality and Entity Property Inference in Model-Complete Text Comprehension.
SPNLP@EMNLP
(2020)
Jason Lee
,
Dustin Tran
,
Orhan Firat
,
Kyunghyun Cho
On the Discrepancy between Density Estimation and Sequence Generation.
SPNLP@EMNLP
(2020)
Yunmo Chen
,
Tongfei Chen
,
Seth Ebner
,
Aaron Steven White
,
Benjamin Van Durme
Reading the Manual: Event Extraction as Definition Comprehension.
SPNLP@EMNLP
(2020)
Anh-Duong Trinh
,
Robert J. Ross
,
John D. Kelleher
Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking.
SPNLP@EMNLP
(2020)
Sébastien Jean
,
Kyunghyun Cho
Log-Linear Reformulation of the Noisy Channel Model for Document-Level Neural Machine Translation.
SPNLP@EMNLP
(2020)
Noe Casas
,
José A. R. Fonollosa
,
Marta R. Costa-jussà
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation.
SPNLP@EMNLP
(2020)
Arindam Mitra
,
Sanjay Narayana
,
Chitta Baral
Deeply Embedded Knowledge Representation & Reasoning For Natural Language Question Answering: A Practitioner's Perspective.
SPNLP@EMNLP
(2020)
Clément Sage
,
Alex Aussem
,
Véronique Eglin
,
Haytham Elghazel
,
Jérémy Espinas
End-to-End Extraction of Structured Information from Business Documents with Pointer-Generator Networks.
SPNLP@EMNLP
(2020)
2017
Parisa Kordjamshidi
,
Taher Rahgooy
,
Umar Manzoor
Spatial Language Understanding with Multimodal Graphs using Declarative Learning based Programming.
SPNLP@EMNLP
(2017)
James Bradbury
,
Richard Socher
Towards Neural Machine Translation with Latent Tree Attention.
SPNLP@EMNLP
(2017)
Philipp Meerkamp
,
Zhengyi Zhou
Boosting Information Extraction Systems with Character-level Neural Networks and Free Noisy Supervision.
SPNLP@EMNLP
(2017)
Karl Stratos
Entity Identification as Multitasking.
SPNLP@EMNLP
(2017)
Emma Strubell
,
Andrew McCallum
Dependency Parsing with Dilated Iterated Graph CNNs.
SPNLP@EMNLP
(2017)
Feng Qian
,
Lei Sha
,
Baobao Chang
,
Lu-chen Liu
,
Ming Zhang
Syntax Aware LSTM model for Semantic Role Labeling.
SPNLP@EMNLP
(2017)
Iulian Vlad Serban
,
Alexander Ororbia
,
Joelle Pineau
,
Aaron C. Courville
Piecewise Latent Variables for Neural Variational Text Processing.
SPNLP@EMNLP
(2017)
Amr Sharaf
,
Hal Daumé III
Structured Prediction via Learning to Search under Bandit Feedback.
SPNLP@EMNLP
(2017)
Proceedings of the 2nd Workshop on Structured Prediction for Natural Language Processing, SPNLP@EMNLP, Copenhagen, Denmark, September 2017
SPNLP@EMNLP
(2017)
2016
Naman Goyal
,
Jacob Eisenstein
A Joint Model of Rhetorical Discourse Structure and Summarization.
SPNLP@EMNLP
(2016)
Travis Wolfe
,
Mark Dredze
,
Benjamin Van Durme
A Study of Imitation Learning Methods for Semantic Role Labeling.
SPNLP@EMNLP
(2016)
Zhuang Liu
,
Degen Huang
,
Jing Zhang
,
Kaiyu Huang
Research on attention memory networks as a model for learning natural language inference.
SPNLP@EMNLP
(2016)
Xiao Zhang
,
Maria Leonor Pacheco
,
Chang Li
,
Dan Goldwasser
Introducing DRAIL - a Step Towards Declarative Deep Relational Learning.
SPNLP@EMNLP
(2016)
Proceedings of the Workshop on Structured Prediction for NLP@EMNLP 2016, Austin, TX, USA, November 5, 2016
SPNLP@EMNLP
(2016)
Kartik Goyal
,
Chris Dyer
Posterior regularization for Joint Modeling of Multiple Structured Prediction Tasks with Soft Constraints.
SPNLP@EMNLP
(2016)
Jason Eisner
Inside-Outside and Forward-Backward Algorithms Are Just Backprop (tutorial paper).
SPNLP@EMNLP
(2016)
Ke M. Tran
,
Yonatan Bisk
,
Ashish Vaswani
,
Daniel Marcu
,
Kevin Knight
Unsupervised Neural Hidden Markov Models.
SPNLP@EMNLP
(2016)