WASSA@EMNLP

Publications

2018

Alexandra Chronopoulou, Aikaterini Margatina, Christos Baziotis, Alexandros Potamianos
NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification. WASSA@EMNLP (2018)
Gavin Abercrombie, Riza Theresa Batista-Navarro
Identifying Opinion-Topics and Polarity of Parliamentary Debate Motions. WASSA@EMNLP (2018)
Yuqi Sun, Haoyue Shi, Junfeng Hu
Implicit Subjective and Sentimental Usages in Multi-sense Word Embeddings. WASSA@EMNLP (2018)
Sven van den Beukel, Lora Aroyo
Homonym Detection For Humor Recognition In Short Text. WASSA@EMNLP (2018)
Lisa Hilte, Walter Daelemans, Reinhild Vandekerckhove
Predicting Adolescents' Educational Track from Chat Messages on Dutch Social Media. WASSA@EMNLP (2018)
Artaches Ambartsoumian, Fred Popowich
Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers. WASSA@EMNLP (2018)
Rong Xiang, Yunfei Long, Qin Lu, Dan Xiong, I-Hsuan Chen
Leveraging Writing Systems Change for Deep Learning Based Chinese Emotion Analysis. WASSA@EMNLP (2018)
Skanda Muralidhar, Laurent Son Nguyen, Daniel Gatica-Perez
Words Worth: Verbal Content and Hirability Impressions in YouTube Video Resumes. WASSA@EMNLP (2018)
Roman Klinger, Orphée De Clercq, Saif Mohammad, Alexandra Balahur
IEST: WASSA-2018 Implicit Emotions Shared Task. WASSA@EMNLP (2018)
Baohua Sun, Lin Yang, Patrick Dong, Wenhan Zhang, Jason Dong, Charles Young
Super Characters: A Conversion from Sentiment Classification to Image Classification. WASSA@EMNLP (2018)
Amaru Cuba Gyllensten, Magnus Sahlgren
Measuring Issue Ownership using Word Embeddings. WASSA@EMNLP (2018)
Mats Byrkjeland, Frederik Gørvell de Lichtenberg, Björn Gambäck
Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word Embeddings. WASSA@EMNLP (2018)
Emily Öhman, Kaisla Kajava, Jörg Tiedemann, Timo Honkela
Creating a Dataset for Multilingual Fine-grained Emotion-detection Using Gamification-based Annotation. WASSA@EMNLP (2018)
Flor Miriam Plaza del Arco, Eugenio Martínez-Cámara, Maite Martín-Valdivia, Luis Alfonso Ureña López
SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification. WASSA@EMNLP (2018)
Ellen Riloff
Identifying Affective Events and the Reasons for their Polarity. WASSA@EMNLP (2018)
Wenting Wang, Man Lan
HGSGNLP at IEST 2018: An Ensemble of Machine Learning and Deep Neural Architectures for Implicit Emotion Classification in Tweets. WASSA@EMNLP (2018)
Ramit Sawhney, Prachi Manchanda, Puneet Mathur, Rajiv Ratn Shah, Raj Singh
Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning. WASSA@EMNLP (2018)
Bogdan Mazoure, Thang Doan, Saibal Ray
EmojiGAN: learning emojis distributions with a generative model. WASSA@EMNLP (2018)
Samuel Pecar, Michal Farkas, Marián Simko, Peter Lacko, Mária Bieliková
NL-FIIT at IEST-2018: Emotion Recognition utilizing Neural Networks and Multi-level Preprocessing. WASSA@EMNLP (2018)
Hassan Alhuzali, Mohamed Elaraby, Muhammad Abdul-Mageed
UBC-NLP at IEST 2018: Learning Implicit Emotion With an Ensemble of Language Models. WASSA@EMNLP (2018)
Tobias Daudert, Paul Buitelaar
Linking News Sentiment to Microblogs: A Distributional Semantics Approach to Enhance Microblog Sentiment Classification. WASSA@EMNLP (2018)
Man Liu
EmoNLP at IEST 2018: An Ensemble of Deep Learning Models and Gradient Boosting Regression Tree for Implicit Emotion Prediction in Tweets. WASSA@EMNLP (2018)
Wojciech Witon, Pierre Colombo, Ashutosh Modi, Mubbasir Kapadia
Disney at IEST 2018: Predicting Emotions using an Ensemble. WASSA@EMNLP (2018)
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA@EMNLP 2018, Brussels, Belgium, October 31, 2018 WASSA@EMNLP (2018)
Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola
Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection. WASSA@EMNLP (2018)
Jorge A. Balazs, Edison Marrese-Taylor, Yutaka Matsuo
IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations. WASSA@EMNLP (2018)
Rasoul Kaljahi, Jennifer Foster
Sentiment Expression Boundaries in Sentiment Polarity Classification. WASSA@EMNLP (2018)
Carl Saroufim, Akram Almatarky, Mohammad Abdelhady
Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings. WASSA@EMNLP (2018)
Jan Lukes, Anders Søgaard
Sentiment analysis under temporal shift. WASSA@EMNLP (2018)
Ilia Markov, Vivi Nastase, Carlo Strapparava, Grigori Sidorov
The Role of Emotions in Native Language Identification. WASSA@EMNLP (2018)
Vachagan Gratian, Marina Haid
BrainT at IEST 2018: Fine-tuning Multiclass Perceptron For Implicit Emotion Classification. WASSA@EMNLP (2018)
Behzad Naderalvojoud, Alaettin Ucan, Ebru Akcapinar Sezer
HUMIR at IEST-2018: Lexicon-Sensitive and Left-Right Context-Sensitive BiLSTM for Implicit Emotion Recognition. WASSA@EMNLP (2018)
Caroline Brun, Vassilina Nikoulina
Aspect Based Sentiment Analysis into the Wild. WASSA@EMNLP (2018)
Qimin Zhou, Hao Wu
NLP at IEST 2018: BiLSTM-Attention and LSTM-Attention via Soft Voting in Emotion Classification. WASSA@EMNLP (2018)
Suzana Ilic, Edison Marrese-Taylor, Jorge A. Balazs, Yutaka Matsuo
Deep contextualized word representations for detecting sarcasm and irony. WASSA@EMNLP (2018)
Ivan Sekulic, Matej Gjurkovic, Jan Snajder
Not Just Depressed: Bipolar Disorder Prediction on Reddit. WASSA@EMNLP (2018)
Yunfei Long, Mingyu Ma, Qin Lu, Rong Xiang, Chu-Ren Huang
Dual Memory Network Model for Biased Product Review Classification. WASSA@EMNLP (2018)
Imane Guellil, Ahsan Adeel, Faiçal Azouaou, Fodil Benali, Ala-Eddine Hachani, Amir Hussain
Arabizi sentiment analysis based on transliteration and automatic corpus annotation. WASSA@EMNLP (2018)
Viraj Salaka Gamage, Menuka Warushavithana, Nisansa de Silva, Amal Shehan Perera, Gathika Ratnayaka, Thejan Rupasinghe
Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning. WASSA@EMNLP (2018)
Thomas Proisl, Philipp Heinrich, Besim Kabashi, Stefan Evert
EmotiKLUE at IEST 2018: Topic-Informed Classification of Implicit Emotions. WASSA@EMNLP (2018)
Jon Alkorta, Koldo Gojenola, Mikel Iruskieta
Saying no but meaning yes: negation and sentiment analysis in Basque. WASSA@EMNLP (2018)
Alon Rozental, Daniel Fleischer, Zohar Kelrich
Amobee at IEST 2018: Transfer Learning from Language Models. WASSA@EMNLP (2018)
Nils Rethmeier, Marc Hübner, Leonhard Hennig
Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs. WASSA@EMNLP (2018)
Yasas Senarath, Uthayasanker Thayasivam
DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning. WASSA@EMNLP (2018)
Reshmi Gopalakrishna Pillai, Mike Thelwall, Constantin Orasan
What Makes You Stressed? Finding Reasons From Tweets. WASSA@EMNLP (2018)
Esteban A. Ríssola, Anastasia Giachanou, Fabio Crestani
USI-IR at IEST 2018: Sequence Modeling and Pseudo-Relevance Feedback for Implicit Emotion Detection. WASSA@EMNLP (2018)
Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. WASSA@EMNLP (2018)
Sumit Bhatia, Deepak P
Topic-Specific Sentiment Analysis Can Help Identify Political Ideology. WASSA@EMNLP (2018)
Pavel Pribán, Jirí Martínek
UWB at IEST 2018: Emotion Prediction in Tweets with Bidirectional Long Short-Term Memory Neural Network. WASSA@EMNLP (2018)
Gustavo Paetzold
UTFPR at IEST 2018: Exploring Character-to-Word Composition for Emotion Analysis. WASSA@EMNLP (2018)