A multimodal deep learning approach for named entity recognition from social media

19 January 2020

Papers citing "A multimodal deep learning approach for named entity recognition from social media"

33 / 33 papers shown

Title
Multimodal Deep Learning Cem Akkus Jiquan Ngiam Vladana Djakovic Steffen Jauch-Walser A. Khosla ... Jann Goschenhofer Honglak Lee A. Ng Daniel Schalk Matthias Aßenmacher 33 3,161 0 12 Jan 2023
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 56 1,098 0 06 Apr 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 182 19,824 0 23 Oct 2019
Named Entity Recognition -- Is there a glass ceiling? Tomasz Stanislawek Anna Wróblewska Alicja Wójcicka Daniel Ziembicki P. Biecek 32 26 0 06 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 209 6,420 0 26 Sep 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 148 8,386 0 19 Jun 2019
A Multi-task Approach for Named Entity Recognition in Social Media Data Gustavo Aguilar Suraj Maharjan Adrian Pastor Lopez-Monroy Thamar Solorio 19 143 0 10 Jun 2019
Learning Sparse Networks Using Targeted Dropout Aidan Gomez Ivan Zhang Siddhartha Rao Kamalakara Divyam Madaan Kevin Swersky Y. Gal Geoffrey E. Hinton 32 98 0 31 May 2019
A Survey on Deep Learning for Named Entity Recognition Junlin Li Aixin Sun Jianglei Han Chenliang Li 3DV 52 1,154 0 22 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 603 93,936 0 11 Oct 2018
Multimodal Grounding for Language Processing Lisa Beinborn Teresa Botschen Iryna Gurevych 26 33 0 17 Jun 2018
Learn to Combine Modalities in Multimodal Deep Learning Kuan Liu Yanen Li N. Xu Premkumar Natarajan 33 150 0 29 May 2018
Fine-Grained Attention Mechanism for Neural Machine Translation Heeyoul Choi Kyunghyun Cho Yoshua Bengio 48 173 0 30 Mar 2018
Group Normalization Yuxin Wu Kaiming He 96 3,626 0 22 Mar 2018
Multimodal Named Entity Recognition for Short Social Media Posts Seungwhan Moon Leonardo Neves Vitor R. Carvalho 47 153 0 22 Feb 2018
Named Entity Recognition in Twitter using Images and Text Diego Esteves R. Peres Jens Lehmann Giulio Napolitano 21 5 0 30 Oct 2017
Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification Yu-Gang Jiang Zuxuan Wu Jinhui Tang Zechao Li Xiangyang Xue Shih-Fu Chang 23 97 0 14 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 230 129,831 0 12 Jun 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 45 392 0 07 Feb 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 176 9,924 0 15 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 42 4,596 0 06 Jul 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 185 3,999 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 60 2,643 0 04 Mar 2016
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 275 27,231 0 02 Dec 2015
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P. C. Chiu Eric Nichols 60 1,890 0 26 Nov 2015
Robust Face Recognition via Multimodal Deep Face Representation Changxing Ding Dacheng Tao CVBM 64 400 0 01 Sep 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 122 7,683 0 31 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 259 7,942 0 17 Aug 2015
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 139 3,999 0 09 Aug 2015
EmoNets: Multimodal deep learning approaches for emotion recognition in video Samira Ebrahimi Kahou Xavier Bouthillier Pascal Lamblin Çağlar Gülçehre Vincent Michalski ... Aaron Courville Pascal Vincent Roland Memisevic C. Pal Yoshua Bengio 151 401 0 05 Mar 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 525 99,991 0 04 Sep 2014
Lexicon Infused Phrase Embeddings for Named Entity Resolution Alexandre Passos Vineet Kumar Andrew McCallum NAI 42 311 0 22 Apr 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 479 31,406 0 16 Jan 2013