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SemEval-2015 Task 10: Sentiment Analysis in Twitter

arXiv 1912.02387 ↗First posted 5 Dec 2019cs.CL cs.IR cs.LGcited by 16

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Abstract (arXiv)

In this paper, we describe the 2015 iteration of the SemEval shared task on Sentiment Analysis in Twitter. This was the most popular sentiment analysis shared task to date with more than 40 teams participating in each of the last three years. This year's shared task competition consisted of five sentiment prediction subtasks. Two were reruns from previous years: (A) sentiment expressed by a phrase in the context of a tweet, and (B) overall sentiment of a tweet. We further included three new subtasks asking to predict (C) the sentiment towards a topic in a single tweet, (D) the overall sentiment towards a topic in a set of tweets, and (E) the degree of prior polarity of a phrase.

Key facts. Cited by 16 papers in the map (data through 7 Oct 2026). First posted on arXiv 5 Dec 2019.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 4; 2022: 2; 2023: 5; 2024: 2; 2025: 1; 2026: 2.

16 papers.

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  1. 2023SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval)cited by 41
  2. 2021Ethics Sheet for Automatic Emotion Recognition and Sentiment Analysiscited by 22
  3. 2021Multi-Task Learning and Adapted Knowledge Models for Emotion-Cause Extractioncited by 8
  4. 2026SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA)cited by 4
  5. 2021How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Repliescited by 3
  6. 2023Learning to Play Chess from Textbooks (LEAP): a Corpus for Evaluating Chess Moves based on Sentiment Analysiscited by 2
  7. 2023Non-Compositionality in Sentiment: New Data and Analysescited by 2
  8. 2021Sentiment Analysis in Twitter for Macedoniancited by 1
  9. 2022Dictionary-Assisted Supervised Contrastive Learningcited by 1
  10. 2023Natural Language Processing for Policymakingcited by 1
  11. 2023Optimal strategies to perform multilingual analysis of social content for a novel dataset in the tourism domaincited by 1
  12. 2024From Adoption to Adaption: Tracing the Diffusion of New Emojis on Twittercited by 1
4 more
  1. 2026DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysiscited by 1
  2. 2022LSTM based models stability in the context of Sentiment Analysis for social mediacited by 0
  3. 2024SemEval-2017 Task 4: Sentiment Analysis in Twitter using BERTcited by 0
  4. 2025Sentiment Analysis in SemEval: A Review of Sentiment Identification Approachescited by 0