$Emotion Embeddings $\unicode{x2014}$ Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasets$

Emotion Embeddings $\unicode{x2014}$ Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasets

15 August 2023

Sven Buechel

U. Hahn

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Papers citing "Emotion Embeddings $\unicode{x2014}$ Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasets"

47 / 47 papers shown

Title
Quantifying Valence and Arousal in Text with Multilingual Pre-trained Transformers Gonccalo Azevedo Mendes Bruno Martins 48 11 0 27 Feb 2023
Vision Transformer with Attentive Pooling for Robust Facial Expression Recognition Fanglei Xue Qiangchang Wang Zichang Tan Zhongsong Ma G. Guo ViT 100 72 0 11 Dec 2022
EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis Sven Buechel U. Hahn 60 228 0 04 May 2022
MDAN: Multi-level Dependent Attention Network for Visual Emotion Analysis Liwen Xu Z. Wang Bingwen Wu S. Lui 65 39 0 25 Mar 2022
Affective Image Content Analysis: Two Decades Review and New Perspectives Sicheng Zhao Xingxu Yao Jufeng Yang G. Jia Guiguang Ding Tat-Seng Chua Björn W. Schuller Kurt Keutzer 3DV 69 85 0 30 Jun 2021
Facial Expression Recognition with Visual Transformers and Attentional Selective Fusion Fuyan Ma Bin Sun Shutao Li ViT 79 191 0 31 Mar 2021
Emotional Conversation Generation with Heterogeneous Graph Neural Network Yunlong Liang Fandong Meng Yingxue Zhang Jinan Xu Jinan Xu Jie Zhou 53 25 0 09 Dec 2020
Jointly Fine-Tuning "BERT-like" Self Supervised Models to Improve Multimodal Speech Emotion Recognition Shamane Siriwardhana Andrew Reis Rivindu Weerasekera Suranga Nanayakkara 76 112 0 15 Aug 2020
A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis Jean-Benoit Delbrouck Noé Tits Mathilde Brousmiche Stéphane Dupont 78 112 0 29 Jun 2020
Modeling Label Semantics for Predicting Emotional Reactions Radhika Gaonkar Heeyoung Kwon Mohaddeseh Bastan Niranjan Balasubramanian Nathanael Chambers 43 29 0 09 Jun 2020
Deep Auto-Encoders with Sequential Learning for Multimodal Dimensional Emotion Recognition Dung Nguyen D. Nguyen Rui Zeng Thanh Thi Nguyen Son N. Tran Thin Nguyen Sridha Sridharan Clinton Fookes 60 48 0 28 Apr 2020
Appraisal Theories for Emotion Classification in Text Jana Hofmann Enrica Troiano Kai Sassenberg Roman Klinger 43 47 0 31 Mar 2020
Context Based Emotion Recognition using EMOTIC Dataset Ronak Kosti J. Álvarez Adrià Recasens Àgata Lapedriza 67 181 0 30 Mar 2020
Dimensional Emotion Detection from Categorical Emotion Sungjoon Park Jiseon Kim Seonghyeon Ye J. Jeon Heeyoung Park Alice Oh 73 37 0 06 Nov 2019
Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey Sicheng Zhao Shangfei Wang M. Soleymani D. Joshi Q. Ji 49 71 0 03 Oct 2019
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations Peixiang Zhong Di Wang Chunyan Miao 65 269 0 24 Sep 2019
EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings Jing Han Zixing Zhang Zhao Ren Björn Schuller 90 43 0 23 Jul 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 164 1,415 0 04 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 102 168 0 14 May 2019
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances Soujanya Poria Navonil Majumder Rada Mihalcea Eduard H. Hovy 60 360 0 08 May 2019
HiGRU: Hierarchical Gated Recurrent Units for Utterance-level Emotion Recognition Wenxiang Jiao Haiqin Yang Irwin King Michael R. Lyu 64 129 0 09 Apr 2019
Attention-Augmented End-to-End Multi-Task Learning for Emotion Prediction from Speech Zixing Zhang Bingwen Wu Bjoern Schuller 62 84 0 29 Mar 2019
Multimodal Emotion Classification Anurag Illendula A. Sheth 20 38 0 13 Mar 2019
A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion from Heartbeat Ross Harper Joshua Southern BDL 66 51 0 08 Feb 2019
Two-level Attention with Two-stage Multi-task Learning for Facial Emotion Recognition Xiaohua Wang Muzi Peng Lijuan Pan Min Hu Chunhua Jin F. Ren CVBM 55 67 0 29 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques Óscar Araque Lorenzo Gatti Jacopo Staiano Marco Guerini 44 61 0 08 Oct 2018
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations Soujanya Poria Devamanyu Hazarika Navonil Majumder Gautam Naik Min Zhang Rada Mihalcea 123 1,080 0 05 Oct 2018
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training Peng Xu Andrea Madotto Chien-Sheng Wu Ji Ho Park Pascale Fung 67 70 0 12 Sep 2018
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level Sven Buechel U. Hahn 40 33 0 23 Jun 2018
Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages Jeremy Barnes Roman Klinger Sabine Schulte im Walde 39 69 0 23 May 2018
Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model Feng Zhou Shu Kong Charless C. Fowlkes Tao Chen Baiying Lei CVBM 108 44 0 02 May 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 221 1,306 0 23 Apr 2018
Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces Isabelle Augenstein Sebastian Ruder Anders Søgaard SSL 90 73 0 27 Feb 2018
Learning Word Vectors for 157 Languages Edouard Grave Piotr Bojanowski Prakhar Gupta Armand Joulin Tomas Mikolov SSL FaML 119 1,429 0 19 Feb 2018
Survey on Emotional Body Gesture Recognition F. Noroozi C. Corneanu D. Kamińska T. Sapinski Sergio Escalera G. Anbarjafari CVBM SLR 140 328 0 23 Jan 2018
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild A. Mollahosseini Behzad Hasani Mohammad H. Mahoor CVBM 100 1,647 0 14 Aug 2017
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm Bjarke Felbo A. Mislove Anders Søgaard Iyad Rahwan Sune Lehmann 103 744 0 01 Aug 2017
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Min Zhang Louis-Philippe Morency 89 1,236 0 23 Jul 2017
Cross-Lingual Sentiment Analysis Without (Good) Translation Mohamed Abdalla Graeme Hirst 74 43 0 06 Jul 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 161 2,833 0 15 Jun 2017
End-to-End Multimodal Emotion Recognition using Deep Neural Networks Panagiotis Tzirakis George Trigeorgis M. Nicolaou Björn Schuller Stefanos Zafeiriou HAI 53 549 0 27 Apr 2017
Ultradense Word Embeddings by Orthogonal Transformation S. Rothe Sebastian Ebert Hinrich Schütze 86 113 0 24 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
Sentiment of Emojis Petra Kralj Novak Jasmina Smailovic Borut Sluban I. Mozetič 80 827 0 25 Sep 2015
NRC-Canada: Building the State-of-the-Art in Sentiment Analysis of Tweets Saif M. Mohammad S. Kiritchenko Xiao-Dan Zhu 92 1,075 0 28 Aug 2013
Challenges in Representation Learning: A report on three machine learning contests Ian Goodfellow D. Erhan P. Carrier Aaron Courville M. Berk Mirza ... Jingjing Xie Lukasz Romaszko Bing Xu Chuang Zhang Yoshua Bengio CVBM 143 1,620 0 01 Jul 2013