Improving Aspect-Level Sentiment Analysis with Aspect Extraction

May 03, 2020
Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander Gelbukh, Amir Hussain, Louis-Philippe Morency


  Access Model/Code and Paper
Pseudo-Encoded Stochastic Variational Inference

Dec 19, 2019
Amir Zadeh, Smon Hessner, Yao-Chong Lim, Louis-Phlippe Morency


  Access Model/Code and Paper
Factorized Multimodal Transformer for Multimodal Sequential Learning

Nov 22, 2019
Amir Zadeh, Chengfeng Mao, Kelly Shi, Yiwei Zhang, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency


  Access Model/Code and Paper
WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation

Nov 21, 2019
Amir Zadeh, Tianjun Ma, Soujanya Poria, Louis-Philippe Morency


  Access Model/Code and Paper
M-BERT: Injecting Multimodal Information in the BERT Structure

Aug 15, 2019
Wasifur Rahman, Md Kamrul Hasan, Amir Zadeh, Louis-Philippe Morency, Mohammed Ehsan Hoque


  Access Model/Code and Paper
UR-FUNNY: A Multimodal Language Dataset for Understanding Humor

Apr 14, 2019
Md Kamrul Hasan, Wasifur Rahman, Amir Zadeh, Jianyuan Zhong, Md Iftekhar Tanveer, Louis-Philippe Morency, Mohammed, Hoque


  Access Model/Code and Paper
Variational Auto-Decoder

Apr 03, 2019
Amir Zadeh, Yao-Chong Lim, Paul Pu Liang, Louis-Philippe Morency

* Link to code and data available from https://github.com/A2Zadeh/Variational-Autodecoder 

  Access Model/Code and Paper
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors

Nov 26, 2018
Yansen Wang, Ying Shen, Zhun Liu, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

* Accepted by AAAI2019 

  Access Model/Code and Paper
Multimodal Language Analysis with Recurrent Multistage Fusion

Aug 12, 2018
Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency

* EMNLP 2018 

  Access Model/Code and Paper
Multimodal Local-Global Ranking Fusion for Emotion Recognition

Aug 12, 2018
Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

* ACM International Conference on Multimodal Interaction (ICMI 2018) 

  Access Model/Code and Paper
Learning Factorized Multimodal Representations

Jun 16, 2018
Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov


  Access Model/Code and Paper
Efficient Low-rank Multimodal Fusion with Modality-Specific Factors

May 31, 2018
Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

* * Equal contribution. 10 pages. Accepted by ACL 2018 

  Access Model/Code and Paper
Memory Fusion Network for Multi-view Sequential Learning

Feb 03, 2018
Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency

* AAAI 2018 Oral Presentation 

  Access Model/Code and Paper
Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning

Feb 03, 2018
Minghai Chen, Sen Wang, Paul Pu Liang, Tadas Baltrušaitis, Amir Zadeh, Louis-Philippe Morency

* ICMI 2017 Oral Presentation, Honorable Mention Award 

  Access Model/Code and Paper
Multi-attention Recurrent Network for Human Communication Comprehension

Feb 03, 2018
Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency

* AAAI 2018 Oral Presentation 

  Access Model/Code and Paper
Convolutional Experts Constrained Local Model for Facial Landmark Detection

Jul 26, 2017
Amir Zadeh, Tadas Baltrušaitis, Louis-Philippe Morency

* Accepted at CVPR-W 2017 

  Access Model/Code and Paper
Tensor Fusion Network for Multimodal Sentiment Analysis

Jul 23, 2017
Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency

* Accepted as full paper in EMNLP 2017 

  Access Model/Code and Paper
Combating Human Trafficking with Deep Multimodal Models

May 08, 2017
Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency

* ACL 2017 Long Paper 

  Access Model/Code and Paper
MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos

Aug 12, 2016
Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency

* IEEE Intelligent Systems 31.6 (2016): 82-88 
* Accepted as Journal Publication in IEEE Intelligent Systems 

  Access Model/Code and Paper