Conditional Random Field Autoencoders for Unsupervised Structured
Prediction

v1v2 (latest)

Conditional Random Field Autoencoders for Unsupervised Structured Prediction

5 November 2014

Bridger Waleed Ammar

ArXiv (abs)PDF HTML

Papers citing "Conditional Random Field Autoencoders for Unsupervised Structured Prediction"

19 / 19 papers shown

Title
Latent Topology Induction for Understanding Contextualized Representations Yao Fu Mirella Lapata BDL 369 6 0 03 Jun 2022
Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference Aaron Courville Kewei Tu 71 1 0 07 Apr 2022
Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging Houquan Zhou Yang Li Zhenghua Li Min Zhang BDL 54 3 0 19 Mar 2022
Posterior Control of Blackbox Generation Xiang Lisa Li Alexander M. Rush 67 25 0 10 May 2020
Unsupervised Recurrent Neural Network Grammars Yoon Kim Alexander M. Rush Lei Yu A. Kuncoro Chris Dyer Gábor Melis LRM RALM SSL 136 115 0 07 Apr 2019
Evaluating the Utility of Hand-crafted Features in Sequence Labelling Minghao Wu Fei Liu Trevor Cohn SSL 87 33 0 28 Aug 2018
Explaining and Generalizing Back-Translation through Wake-Sleep Ryan Cotterell Julia Kreutzer 165 39 0 12 Jun 2018
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction K. Stratos 49 26 0 20 Apr 2018
Sequence Prediction with Neural Segmental Models Hao Tang 86 2 0 05 Sep 2017
CRF Autoencoder for Unsupervised Dependency Parsing Jiong Cai Yong Jiang Kewei Tu SSL 92 34 0 03 Aug 2017
Stochastic Sequential Neural Networks with Structured Inference Hao Liu Haoli Bai Lirong He Zenglin Xu BDL 51 3 0 24 May 2017
Recurrent Neural Network based Part-of-Speech Tagger for Code-Mixed Social Media Text Raj Nath Patel P. B. Pimpale M. Sasikumar 32 11 0 15 Nov 2016
Semantic Parsing with Semi-Supervised Sequential Autoencoders Tomás Kociský Gábor Melis Edward Grefenstette Chris Dyer Wang Ling Phil Blunsom Karl Moritz Hermann 99 79 0 29 Sep 2016
Semi-Supervised Learning for Neural Machine Translation Yong Cheng Wenyuan Xu Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 133 251 0 15 Jun 2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Suster Ivan Titov Gertjan van Noord SSL 79 43 0 30 Mar 2016
Grounding of Textual Phrases in Images by Reconstruction Anna Rohrbach Marcus Rohrbach Ronghang Hu Trevor Darrell Bernt Schiele 90 497 0 12 Nov 2015
Feature-based Decipherment for Large Vocabulary Machine Translation Iftekhar Naim D. Gildea 26 3 0 10 Aug 2015
Unsupervised POS Induction with Word Embeddings Chu-cheng Lin Bridger Waleed Ammar Chris Dyer Lori S. Levin SSL 65 77 0 23 Mar 2015
Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework Ivan Titov Ehsan Khoddam 71 32 0 08 Dec 2014