Fetching the paper…
Reading the bibliography…
We introduce a new task called Multimodal Named Entity Recognition (MNER) for noisy user-generated data such as tweets or Snapchat captions, which comprise short text with accompanying images.
Representing text chunks
Erik F Sang and Jorn Veenstra. 1999 · 1999
Earlier work this paper cites.
Conditional random fields: Probabilistic models for segmenting and labeling sequence data
John Lafferty, Andrew McCallum, and Fernando CN Pereira. 2001 · 2001
Earlier work this paper cites.
Early results for named entity recognition with conditional random fields, feature induction and web-enhanced lexicons
Andrew McCallum and Wei Li. 2003 · 2003
Earlier work this paper cites.
Design challenges and misconceptions in named entity recognition
Lev Ratinov and Dan Roth. 2009 · 2009
Earlier work this paper cites.
Multi-view learning of word embeddings via cca
Paramveer Dhillon, Dean P Foster, and Lyle H Ungar. 2011 · 2011
Earlier work this paper cites.
Adaptive subgradient methods for online learning and stochastic optimization
John Duchi, Elad Hazan, and Yoram Singer. 2011 · 2011
Earlier work this paper cites.
Efficient estimation of word representations in vector space
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013 · 2013
Earlier work this paper cites.
Lexicon infused phrase embeddings for named entity resolution
Alexandre Passos, Vineet Kumar, and Andrew McCallum. 2014 · 2014
Earlier work this paper cites.
Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014
Earlier work this paper cites.
Going deeper with convolutions
C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. E. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, and A. Rabinovich. 2014 · 2014
Earlier work this paper cites.
Vqa: Visual question answering
Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra, C Lawrence Zitnick, and Devi Parikh. 2015 · 2015
Cited alongside, same era.
Shared tasks of the 2015 workshop on noisy user-generated text: Twitter lexical normalization and named entity recognition
Timothy Baldwin, Marie-Catherine de Marneffe, Bo Han, Young-Bum Kim, Alan Ritter, and Wei Xu. 2015 · 2015
Cited alongside, same era.
William Chan, Navdeep Jaitly, Quoc V Le, and Oriol Vinyals. 2015 · 2015
Cited alongside, same era.
Named entity recognition with bidirectional lstm-cnns
Jason PC Chiu and Eric Nichols. 2015 · 2015
Cited alongside, same era.
Multi-language image description with neural sequence models
Desmond Elliott, Stella Frank, and Eva Hasler. 2015 · 2015
Show and tell: A neural image caption generator
Oriol Vinyals, Alexander Toshev, Samy Bengio, and Dumitru Erhan. 2015 · 2015
Later among the works it cites.
Show, attend and tell: Neural image caption generation with visual attention
Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhutdinov, Richard S Zemel, and Yoshua Bengio. 2015 · 2015
Later among the works it cites.
Describing videos by exploiting temporal structure
Li Yao, Atousa Torabi, Kyunghyun Cho, Nicolas Ballas, Christopher Pal, Hugo Larochelle, and Aaron Courville. 2015 · 2015
Later among the works it cites.
Neural architectures for named entity recognition
Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, and Chris Dyer. 2016 · 2016
Later among the works it cites.
End-to-end sequence labeling via bi-directional lstm-cnns-crf
Xuezhe Ma and Eduard Hovy. 2016 · 2016
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Bidirectional lstm-crf models for sequence tagging
Zhiheng Huang, Wei Xu, and Kai Yu. 2015 · 2015
Cited alongside, same era.
Multimodal transfer deep learning with applications in audio-visual recognition
Seungwhan Moon, Suyoun Kim, and Haohan Wang. 2015 · 2015
Cited alongside, same era.
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg, and Li Fei-Fei. 2015 · 2015
Cited alongside, same era.
End-to-end memory networks
Sainbayar Sukhbaatar, Jason Weston, Rob Fergus, et al. 2015 · 2015
Cited alongside, same era.
Rethinking the inception architecture for computer vision
Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jonathon Shlens, and Zbigniew Wojna. 2015 · 2015
Cited alongside, same era.
Attending to characters in neural sequence labeling models
Marek Rei, Gamal KO Crichton, and Sampo Pyysalo. 2016 · 2016
Later among the works it cites.
A shared task on multimodal machine translation and crosslingual image description
Lucia Specia, Stella Frank, Khalil Sima’an, and Desmond Elliott. 2016 · 2016
Later among the works it cites.
A multi-task approach for named entity recognition in social media data
Gustavo Aguilar, Suraj Maharjan, A. Pastor Lopez-Monroy, and Thamar Solorio. 2017 · 2017
Later among the works it cites.
Completely heterogeneous transfer learning with attention: What and what not to transfer
Seungwhan Moon and Jaime Carbonell. 2017 · 2017
Later among the works it cites.