Search-Guided, Lightly-supervised Training of Structured Prediction
Energy Networks

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Search-Guided, Lightly-supervised Training of Structured Prediction Energy Networks

22 December 2018

Pedram Rooshenas

Andrew McCallum

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Papers citing "Search-Guided, Lightly-supervised Training of Structured Prediction Energy Networks"

14 / 14 papers shown

Title
Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations Xin-Chao Xu Yi Qin Lu Mi Hao Wang Xuelong Li 119 12 0 03 Jan 2025
Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision Hai Wang Hoifung Poon UQCV 44 53 0 26 Aug 2018
CSGNet: Neural Shape Parser for Constructive Solid Geometry Gopal Sharma Rishabh Goyal Difan Liu E. Kalogerakis Subhransu Maji 3DV 70 191 0 22 Dec 2017
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 81 1,030 0 28 Nov 2017
End-to-End Learning for Structured Prediction Energy Networks David Belanger Bishan Yang Andrew McCallum 79 136 0 16 Mar 2017
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 114 68 0 13 Mar 2017
Towards Decoding as Continuous Optimization in Neural Machine Translation Cong Duy Vu Hoang Gholamreza Haffari Trevor Cohn AI4CE 54 42 0 11 Jan 2017
Label-Free Supervision of Neural Networks with Physics and Domain Knowledge Russell Stewart Stefano Ermon 74 345 0 18 Sep 2016
Reward Augmented Maximum Likelihood for Neural Structured Prediction Mohammad Norouzi Samy Bengio Zhiwen Chen Navdeep Jaitly M. Schuster Yonghui Wu Dale Schuurmans 92 253 0 01 Sep 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 133 639 0 24 Jul 2016
Data Programming: Creating Large Training Sets, Quickly Alexander Ratner Christopher De Sa Sen Wu Daniel Selsam Christopher Ré 199 718 0 25 May 2016
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 106 1,620 0 20 Nov 2015
Structured Prediction Energy Networks David Belanger Andrew McCallum GNN 86 219 0 19 Nov 2015
Learning to Search Better Than Your Teacher Kai-Wei Chang A. Krishnamurthy Alekh Agarwal Hal Daumé John Langford OffRL 67 232 0 08 Feb 2015

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