Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition

Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition

18 September 2019

Genta Indra Winata

Papers citing "Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition"

17 / 17 papers shown

Title
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring Zihan Liu Yan Xu Genta Indra Winata Pascale Fung 57 22 0 16 Aug 2019
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task Gustavo Aguilar F. Alghamdi Víctor Soto Mona T. Diab Julia Hirschberg Thamar Solorio 50 70 0 10 Jun 2019
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training Peng Xu Andrea Madotto Chien-Sheng Wu Ji Ho Park Pascale Fung 48 70 0 12 Sep 2018
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung 31 39 0 30 May 2018
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition Genta Indra Winata Chien-Sheng Wu Andrea Madotto Pascale Fung 51 15 0 30 May 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 59 108 0 21 Apr 2018
Frustratingly Easy Meta-Embedding -- Computing Meta-Embeddings by Averaging Source Word Embeddings Joshua Coates Danushka Bollegala 35 86 0 14 Apr 2018
Learning Word Vectors for 157 Languages Edouard Grave Piotr Bojanowski Prakhar Gupta Armand Joulin Tomas Mikolov SSL FaML 83 1,421 0 19 Feb 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 271 1,646 0 11 Oct 2017
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages Benjamin Heinzerling Michael Strube 52 230 0 05 Oct 2017
Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words Danushka Bollegala K. Hayashi Ken-ichi Kawarabayashi OffRL 47 40 0 19 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 490 129,831 0 12 Jun 2017
Linear Ensembles of Word Embedding Models Avo Muromägi Kairit Sirts S. Laur MoMe 33 32 0 05 Apr 2017
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 91 193 0 10 Jul 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 202 4,006 0 04 Mar 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 157 7,683 0 31 Aug 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 302 33,445 0 16 Oct 2013