---
title: "Workshop on Computational Approaches to Subjectivity"
description: "Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2018 — accepted papers: 1 paper in the…"
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---
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# Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2018 — accepted papers

Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2018 is the 2018 edition of the Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, held in Brussels, Belgium, October 2018 (publisher: Association for Computational Linguistics). OpenAlex lists 50 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**50** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/wassa/2018/#works) · [**142** citations of these works](https://md.research.elamur.ai/free/en/venues/wassa/2018/#works)**Brussels, Belgium** where it was held**October 2018** when

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Deep contextualized word representations for detecting sarcasm and irony](https://md.research.elamur.ai/free/en/papers/ilic-2018-deep-contextualized-word-representations-detecting/)**Suzana Ilić, Edison Marrese-Taylor, Jorge Balazs et al.*122 citations · our summary*
2. **[Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning ↗](https://aclanthology.org/W18-6223/)**Ramit Sawhney, Prachi Manchanda, Puneet Mathur et al.*115 citations*
3. **[Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training ↗](https://aclanthology.org/W18-6243/)**Peng Xu, Andrea Madotto, Chien-Sheng Wu et al.*82 citations*
4. **[Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers ↗](https://aclanthology.org/W18-6219/)**Artaches Ambartsoumian, Fred Popowich*65 citations*
5. **[IEST: WASSA-2018 Implicit Emotions Shared Task ↗](https://aclanthology.org/W18-6206/)**Roman Klinger, Orphée De Clercq, Saif Mohammad et al.*64 citations*
6. **[Not Just Depressed: Bipolar Disorder Prediction on Reddit ↗](https://aclanthology.org/W18-6211/)**Ivan Sekulic, Matej Gjurković, Jan Šnajder*56 citations*
7. **[NLP at IEST 2018: BiLSTM-Attention and LSTM-Attention via Soft Voting in Emotion Classification ↗](https://aclanthology.org/W18-6226/)**Qimin Zhou, Hao Wu*45 citations*
8. **[Sentiment analysis under temporal shift ↗](https://aclanthology.org/W18-6210/)**Jan Lukes, Anders Søgaard*35 citations*
9. **[Super Characters: A Conversion from Sentiment Classification to Image Classification ↗](https://aclanthology.org/W18-6245/)**Baohua Sun, Lin Yang, Patrick Dong et al.*33 citations*
10. **[Aspect Based Sentiment Analysis into the Wild ↗](https://aclanthology.org/W18-6217/)**Caroline Brun, Vassilina Nikoulina*31 citations*

## All accepted papers (50)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[Deep contextualized word representations for detecting sarcasm and irony](https://md.research.elamur.ai/free/en/papers/ilic-2018-deep-contextualized-word-representations-detecting/)**Suzana Ilić, Edison Marrese-Taylor, Jorge Balazs et al.*122 citations · our summary*
2. **[Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning ↗](https://aclanthology.org/W18-6223/)**Ramit Sawhney, Prachi Manchanda, Puneet Mathur et al.*115 citations*
3. **[Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training ↗](https://aclanthology.org/W18-6243/)**Peng Xu, Andrea Madotto, Chien-Sheng Wu et al.*82 citations*
4. **[Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers ↗](https://aclanthology.org/W18-6219/)**Artaches Ambartsoumian, Fred Popowich*65 citations*
5. **[IEST: WASSA-2018 Implicit Emotions Shared Task ↗](https://aclanthology.org/W18-6206/)**Roman Klinger, Orphée De Clercq, Saif Mohammad et al.*64 citations*
6. **[Not Just Depressed: Bipolar Disorder Prediction on Reddit ↗](https://aclanthology.org/W18-6211/)**Ivan Sekulic, Matej Gjurković, Jan Šnajder*56 citations*
7. **[NLP at IEST 2018: BiLSTM-Attention and LSTM-Attention via Soft Voting in Emotion Classification ↗](https://aclanthology.org/W18-6226/)**Qimin Zhou, Hao Wu*45 citations*
8. **[Sentiment analysis under temporal shift ↗](https://aclanthology.org/W18-6210/)**Jan Lukes, Anders Søgaard*35 citations*
9. **[Super Characters: A Conversion from Sentiment Classification to Image Classification ↗](https://aclanthology.org/W18-6245/)**Baohua Sun, Lin Yang, Patrick Dong et al.*33 citations*
10. **[Aspect Based Sentiment Analysis into the Wild ↗](https://aclanthology.org/W18-6217/)**Caroline Brun, Vassilina Nikoulina*31 citations*
11. **[Disney at IEST 2018: Predicting Emotions using an Ensemble ↗](https://aclanthology.org/W18-6236/)**Wojciech Witon, Pierre Colombo, Ashutosh Modi et al.*28 citations*
12. **[Arabizi sentiment analysis based on transliteration and automatic corpus annotation ↗](https://aclanthology.org/W18-6249/)**Imane Guellil, Ahsan Adeel, Faical Azouaou et al.*26 citations*
13. **[Creating a Dataset for Multilingual Fine-grained Emotion-detection Using Gamification-based Annotation ↗](https://aclanthology.org/W18-6205/)**Emily Öhman, Kaisla Kajava, Jörg Tiedemann et al.*20 citations*
14. **[Dual Memory Network Model for Biased Product Review Classification ↗](https://aclanthology.org/W18-6220/)**Yunfei Long, Mingyu Ma, Qin Lu et al.*19 citations*
15. **[Homonym Detection For Humor Recognition In Short Text ↗](https://aclanthology.org/W18-6242/)**Sven van den Beukel, Lora Aroyo*18 citations*
16. **[Topic-Specific Sentiment Analysis Can Help Identify Political Ideology ↗](https://aclanthology.org/W18-6212/)**Sumit Bhatia, Deepak P*17 citations*
17. **[Words Worth: Verbal Content and Hirability Impressions in YouTube Video Resumes ↗](https://aclanthology.org/W18-6247/)**Skanda Muralidhar, Laurent Nguyen, Daniel Gatica-Perez*17 citations*
18. **[NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification ↗](https://aclanthology.org/W18-6209/)**Alexandra Chronopoulou, Aikaterini Margatina, Christos Baziotis et al.*15 citations*
19. **[Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection ↗](https://aclanthology.org/W18-6237/)**Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa et al.*15 citations*
20. **[IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations ↗](https://aclanthology.org/W18-6208/)**Jorge Balazs, Edison Marrese-Taylor, Yutaka Matsuo*13 citations*
21. **[Identifying Opinion-Topics and Polarity of Parliamentary Debate Motions ↗](https://aclanthology.org/W18-6241/)**Gavin Abercrombie, Riza Theresa Batista-Navarro*13 citations*
22. **[Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings ↗](https://aclanthology.org/W18-6204/)**Carl Saroufim, Akram Almatarky, Mohammad Abdel Hady*12 citations*
23. **[Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs ↗](https://aclanthology.org/W18-6246/)**Nils Rethmeier, Marc Hübner, Leonhard Hennig*12 citations*
24. **[Amobee at IEST 2018: Transfer Learning from Language Models ↗](https://aclanthology.org/W18-6207/)**Alon Rozental, Daniel Fleischer, Zohar Kelrich*10 citations*
25. **[Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word Embeddings ↗](https://aclanthology.org/W18-6215/)**Mats Byrkjeland, Frederik Gørvell de Lichtenberg, Björn Gambäck*9 citations*

[See all 50 papers in Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2018 — accepted papers →](https://md.research.elamur.ai/free/en/venues/wassa/2018/papers/)

## Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. **[Deep contextualized word representations for detecting sarcasm and irony](https://md.research.elamur.ai/free/en/papers/ilic-2018-deep-contextualized-word-representations-detecting/) [Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis](https://md.research.elamur.ai/free/en/venues/wassa/)**Suzana Ilić, Edison Marrese-Taylor, Jorge Balazs, et al.*2018 · 142 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Sentiment & emotion (1)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Edison Marrese-Taylor**1 work here · 142 citations](https://md.research.elamur.ai/free/en/authors/edison-marrese-taylor/) · [🧑‍🔬**Jorge Balazs**1 work here · 142 citations](https://md.research.elamur.ai/free/en/authors/jorge-balazs/) · [🧑‍🔬**Suzana Ilić**1 work here · 142 citations](https://md.research.elamur.ai/free/en/authors/suzana-ilic/) · [🧑‍🔬**Yutaka Matsuo**1 work here · 142 citations](https://md.research.elamur.ai/free/en/authors/yutaka-matsuo/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Universität Innsbruck** Innsbruck · Austria 1 work here](https://md.research.elamur.ai/free/en/universities/universitat-innsbruck/) · [🎓**The University of Tokyo** Tokyo · Japan 1 work here](https://md.research.elamur.ai/free/en/universities/the-university-of-tokyo/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2017](https://md.research.elamur.ai/free/en/venues/wassa/2017/)
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