Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser

24 September 2016

Lingpeng Kong

Papers citing "Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser"

28 / 28 papers shown

Title
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 35 43 0 14 Nov 2022
Ensembling Graph Predictions for AMR Parsing Hoang Thanh Lam Gabriele Picco Yufang Hou Young-Suk Lee Lam M. Nguyen Dzung Phan V. López Ramón Fernández Astudillo GNN 29 26 0 18 Oct 2021
Multilingual AMR Parsing with Noisy Knowledge Distillation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 27 18 0 30 Sep 2021
Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP Lifu Tu BDL 35 0 0 27 Aug 2021
A Modest Pareto Optimisation Analysis of Dependency Parsers in 2021 Mark Anderson Carlos Gómez-Rodríguez 41 9 0 08 Jun 2021
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor Xinyu Wang Yong-jia Jiang Zhaohui Yan Zixia Jia Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 26 10 0 10 Oct 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 35 172 0 10 Oct 2020
Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training Xinyu Wang Kewei Tu 3DV 37 37 0 10 Oct 2020
Multitask Pointer Network for Multi-Representational Parsing Daniel Fernández-González Carlos Gómez-Rodríguez 35 24 0 21 Sep 2020
Knowledge Distillation: A Survey Jianping Gou B. Yu Stephen J. Maybank Dacheng Tao VLM 23 2,857 0 09 Jun 2020
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Fei Huang Kewei Tu 28 36 0 08 Apr 2020
Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement Alireza Mohammadshahi James Henderson 35 33 0 29 Mar 2020
Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System Ze Yang Linjun Shou Ming Gong Wutao Lin Daxin Jiang 28 92 0 18 Oct 2019
BAM! Born-Again Multi-Task Networks for Natural Language Understanding Kevin Clark Minh-Thang Luong Urvashi Khandelwal Christopher D. Manning Quoc V. Le 27 228 0 10 Jul 2019
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank Junru Zhou Zhao Hai 42 144 0 05 Jul 2019
Left-to-Right Dependency Parsing with Pointer Networks Daniel Fernández-González Carlos Gómez-Rodríguez 26 58 0 20 Mar 2019
Attention-Guided Answer Distillation for Machine Reading Comprehension Minghao Hu Yuxing Peng Furu Wei Zhen Huang Dongsheng Li Nan Yang M. Zhou FaML 29 75 0 23 Aug 2018
An improved neural network model for joint POS tagging and dependency parsing Dat Quoc Nguyen Karin Verspoor 30 63 0 11 Jul 2018
Distilling Knowledge for Search-based Structured Prediction Yijia Liu Wanxiang Che Huaipeng Zhao Bing Qin Ting Liu 27 22 0 29 May 2018
Stack-Pointer Networks for Dependency Parsing Xuezhe Ma Zecong Hu J. Liu Nanyun Peng Graham Neubig Eduard H. Hovy GNN 46 166 0 03 May 2018
Scheduled Multi-Task Learning: From Syntax to Translation E. Kiperwasser Miguel Ballesteros 30 82 0 24 Apr 2018
Parsing Tweets into Universal Dependencies Yijia Liu Yi Zhu Wanxiang Che Bing Qin Nathan Schneider Noah A. Smith 16 74 0 23 Apr 2018
Deep Multitask Learning for Semantic Dependency Parsing Hao Peng Sam Thomson Noah A. Smith SSeg 42 144 0 22 Apr 2017
DRAGNN: A Transition-based Framework for Dynamically Connected Neural Networks Lingpeng Kong Chris Alberti D. Andor Ivan Bogatyy David J. Weiss GNN 42 34 0 13 Mar 2017
Improving a Strong Neural Parser with Conjunction-Specific Features Jessica Ficler Yoav Goldberg 21 7 0 22 Feb 2017
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling Zhe Gan Chunyuan Li Changyou Chen Yunchen Pu Qinliang Su Lawrence Carin BDL UQCV 53 41 0 23 Nov 2016
What Do Recurrent Neural Network Grammars Learn About Syntax? Noah A. Smith Miguel Ballesteros Lingpeng Kong Chris Dyer Graham Neubig A. Kuncoro GNN 36 147 0 17 Nov 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 47 1,101 0 25 Jun 2016