Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation
Extraction

v1v2 (latest)

Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction

16 September 2020

Qianying Liu

Heng Ji

Daisuke Kawahara

Sadao Kurohashi

ArXiv (abs)PDF HTML Github (51★)

Papers citing "Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction"

18 / 18 papers shown

Title
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning Daojian Zeng Haoran Zhang Qianying Liu 52 190 0 24 Nov 2019
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction Tapas Nayak Hwee Tou Ng 3DV 67 234 0 22 Nov 2019
Order-free Learning Alleviating Exposure Bias in Multi-label Classification Che-Ping Tsai Hung-yi Lee 38 33 0 08 Sep 2019
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction Zhepei Wei Jianlin Su Yue Wang Yuan Tian Yi-Ju Chang 3DV 55 17 0 07 Sep 2019
Keeping Notes: Conditional Natural Language Generation with a Scratchpad Mechanism Ryan Y. Benmalek Madian Khabsa Suma Desu Claire Cardie Michele Banko 46 6 0 12 Jun 2019
Bridging the Gap between Training and Inference for Neural Machine Translation Wen Zhang Yang Feng Fandong Meng Di You Qun Liu AIMat 73 241 0 06 Jun 2019
A Hierarchical Framework for Relation Extraction with Reinforcement Learning Ryuichi Takanobu Tianyang Zhang Jiexi Liu Minlie Huang 73 224 0 09 Nov 2018
SGM: Sequence Generation Model for Multi-label Classification Pengcheng Yang Xu Sun Wei Li Shuming Ma Wei Wu Houfeng Wang 57 382 0 13 Jun 2018
Joint entity recognition and relation extraction as a multi-head selection problem Giannis Bekoulis Johannes Deleu Thomas Demeester Chris Develder 72 374 0 20 Apr 2018
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification Heike Adel Hinrich Schütze 53 77 0 24 Jul 2017
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme Suncong Zheng Feng Wang Hongyun Bao Yuexing Hao P. Zhou Bo Xu 3DV 94 614 0 07 Jun 2017
Joint Extraction of Events and Entities within a Document Context Bishan Yang Tom Michael Mitchell 65 247 0 12 Sep 2016
Language to Logical Form with Neural Attention Li Dong Mirella Lapata AI4CE NAI 106 729 0 06 Jan 2016
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 132 1,188 0 05 Jan 2016
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 102 1,615 0 20 Nov 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 382 7,964 0 17 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014