Structured Prediction in NLP -- A survey

Structured Prediction in NLP -- A survey

31 August 2021

Nirmal P. Suthar

Priyanshu Agarwal

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Papers citing "Structured Prediction in NLP -- A survey"

19 / 19 papers shown

Title
How to represent part-whole hierarchies in a neural network Geoffrey E. Hinton OCL MoE 91 204 0 25 Feb 2021
TaxiNLI: Taking a Ride up the NLU Hill Pratik M. Joshi Somak Aditya Aalok Sathe Monojit Choudhury 56 36 0 30 Sep 2020
Cascaded Text Generation with Markov Transformers Yuntian Deng Alexander M. Rush 41 13 0 01 Jun 2020
An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies Jeena Kleenankandy Abdul Nazeer K A 28 19 0 18 Feb 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,593 0 05 Nov 2019
Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT Han He Jinho Choi 3DV 44 51 0 14 Aug 2019
Improving Tree-LSTM with Tree Attention Mahtab Ahmed Muhammad Rifayat Samee Robert E. Mercer 44 49 0 01 Jan 2019
Deep Structured Prediction with Nonlinear Output Transformations Colin Graber Ofer Meshi Alex Schwing BDL 82 25 0 01 Nov 2018
Learning Approximate Inference Networks for Structured Prediction Lifu Tu Kevin Gimpel BDL 46 53 0 09 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,565 0 15 Feb 2018
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 121 68 0 13 Mar 2017
Structured Attention Networks Yoon Kim Carl Denton Luong Hoang Alexander M. Rush 123 463 0 03 Feb 2017
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 289 625 0 22 Sep 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 230 4,018 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 116 2,657 0 04 Mar 2016
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 144 3,122 0 28 Feb 2015
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 259 6,791 0 03 Sep 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,553 0 16 Jan 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,729 0 02 Mar 2011

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