Multimodal Embeddings from Language Models

10 September 2019

Shrikanth Narayanan

Papers citing "Multimodal Embeddings from Language Models"

26 / 26 papers shown

Title
Attentive Modality Hopping Mechanism for Speech Emotion Recognition Seunghyun Yoon S. Dey Hwanhee Lee Kyomin Jung 40 30 0 29 Nov 2019
Behavior Gated Language Models Prashanth Gurunath Shivakumar Shao-Yen Tseng P. Georgiou Shrikanth Narayanan 66 1 0 31 Aug 2019
Integrating Multimodal Information in Large Pretrained Transformers Wasifur Rahman M. Hasan Sangwu Lee Amir Zadeh Chengfeng Mao Louis-Philippe Morency Ehsan Hoque 42 29 0 15 Aug 2019
Multimodal Abstractive Summarization for How2 Videos Shruti Palaskar Jindrich Libovický Spandana Gella Florian Metze 70 96 0 19 Jun 2019
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis Md. Shad Akhtar Dushyant Singh Chauhan Deepanway Ghosal Soujanya Poria Asif Ekbal P. Bhattacharyya 89 168 0 14 May 2019
Speech Emotion Recognition Using Multi-hop Attention Mechanism Seunghyun Yoon Seokhyun Byun S. Dey Kyomin Jung 67 118 0 23 Apr 2019
Direct Modelling of Speech Emotion from Raw Speech S. Latif R. Rana Sara Khalifa Raja Jurdak J. Epps 83 103 0 08 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Multimodal Speech Emotion Recognition Using Audio and Text Seunghyun Yoon Seokhyun Byun Kyomin Jung 56 295 0 10 Oct 2018
FRAGE: Frequency-Agnostic Word Representation Chengyue Gong Di He Xu Tan Tao Qin Liwei Wang Tie-Yan Liu OOD 67 144 0 18 Sep 2018
Multimodal Language Analysis with Recurrent Multistage Fusion Paul Pu Liang Liu Ziyin Amir Zadeh Louis-Philippe Morency 132 198 0 12 Aug 2018
Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities Nathaniel Blanchard Daniel Moreira Aparna Bharati Walter J. Scheirer 46 17 0 03 Jul 2018
End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features Chiori Hori Huda AlAmri Jue Wang Gordon Wichern Takaaki Hori ... Raphael Gontijo-Lopes Abhishek Das Irfan Essa Dhruv Batra Devi Parikh VGen 66 125 0 21 Jun 2018
Learning Factorized Multimodal Representations Yao-Hung Hubert Tsai Paul Pu Liang Amir Zadeh Louis-Philippe Morency Ruslan Salakhutdinov DRL 110 408 0 16 Jun 2018
Disentangling by Partitioning: A Representation Learning Framework for Multimodal Sensory Data Wei-Ning Hsu James R. Glass DRL 67 43 0 29 May 2018
Multimodal Sentiment Analysis To Explore the Structure of Emotions Anthony Hu Seth Flaxman 52 111 0 25 May 2018
Convolutional Attention Networks for Multimodal Emotion Recognition from Speech and Text Data C. Lee Kyu Ye Song Jihoon Jeong W. Choi 38 80 0 17 May 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,566 0 15 Feb 2018
Memory Fusion Network for Multi-view Sequential Learning Amir Zadeh Paul Pu Liang Navonil Mazumder Soujanya Poria Min Zhang Louis-Philippe Morency 79 706 0 03 Feb 2018
Regularizing and Optimizing LSTM Language Models Stephen Merity N. Keskar R. Socher 169 1,096 0 07 Aug 2017
End-to-End Multimodal Emotion Recognition using Deep Neural Networks Panagiotis Tzirakis George Trigeorgis M. Nicolaou Björn Schuller Stefanos Zafeiriou HAI 43 545 0 27 Apr 2017
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 242 2,404 0 23 Dec 2016
Exploring the Limits of Language Modeling Rafal Jozefowicz Oriol Vinyals M. Schuster Noam M. Shazeer Yonghui Wu 201 1,145 0 07 Feb 2016
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 107 1,669 0 26 Aug 2015
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling Ciprian Chelba Tomas Mikolov M. Schuster Qi Ge T. Brants P. Koehn T. Robinson 190 1,109 0 11 Dec 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 274 12,458 0 24 Jun 2012