Twitter Sentiment Analysis

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

7 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

1 subtask in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

14 shown of 14 papers with code (96 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• BB_twtr at SemEval-2017 Task 4: Twitter Sentiment Analysis with CNNs and LSTMs
  20 Apr 2017 6 repositories listed
  In this paper we describe our attempt at producing a state-of-the-art Twitter sentiment classifier using Convolutional Neural Networks (CNNs) and Long Short Term Memory (LSTMs) networks.
• Comparative Studies of Detecting Abusive Language on Twitter
  30 Aug 2018 4 repositories listed
  However, this dataset has not been comprehensively studied to its potential.
• AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages
  17 Feb 2023 3 repositories listed
  These include 75 languages with at least one million speakers each.
• GRUBERT: A GRU-Based Method to Fuse BERT Hidden Layers for Twitter Sentiment Analysis
  1 Dec 2020 2 repositories listed
  In this work, we introduce a GRU-based architecture called GRUBERT that learns to map the different BERT hidden layers to fused embeddings with the aim of achieving high accuracy on the Twitter sentiment analysis task.
• Decision Stream: Cultivating Deep Decision Trees
  25 Apr 2017 2 repositories listed
  Various modifications of decision trees have been extensively used during the past years due to their high efficiency and interpretability.
• Breaking BERT: Gradient Attack on Twitter Sentiment Analysis for Targeted Misclassification
  2 Apr 2025 1 repository listed
  This paper aims to scrutinize the inherent vulnerabilities of such models in Twitter sentiment analysis.
• HausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis
  26 Apr 2023 1 repository listed
  We present the findings of SemEval-2023 Task 12, a shared task on sentiment analysis for low-resource African languages using Twitter dataset.
• Cryptocurrency Price Prediction using Twitter Sentiment Analysis
  3 Mar 2023 1 repository listed
  In this study, we develop an end-to-end model that can forecast the sentiment of a set of tweets (using a Bidirectional Encoder Representations from Transformers - based Neural Network Model) and forecast the price of…
• n-stage Latent Dirichlet Allocation: A Novel Approach for LDA
  16 Oct 2021 1 repository listed
  In this article, the proposed n-stage LDA method, which can enable the LDA method to be used more effectively, is explained in detail.
• Twitter Sentiment Analysis
  13 Jun 2021 1 repository listed
  In this report, address the problem of sentiment classification on the Twitter dataset.
• How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies
  21 Apr 2021 1 repository listed
  As a strong baseline, we propose a two-stage DL-based method: first, we create automatically labeled training data by applying a standard sentiment classifier to tweet replies and aggregating its predictions for each…
• Offensive Language Analysis using Deep Learning Architecture
  12 Mar 2019 1 repository listed
  Once we are happy with the quality of our input data, we proceed to choosing the optimal deep learning architecture for this task.
• Multitask Learning for Fine-Grained Twitter Sentiment Analysis
  12 Jul 2017 1 repository listed
  Traditional sentiment analysis approaches tackle problems like ternary (3-category) and fine-grained (5-category) classification by learning the tasks separately.
• NILC-USP at SemEval-2017 Task 4: A Multi-view Ensemble for Twitter Sentiment Analysis
  7 Apr 2017 1 repository listed
  The first space is a bag-of-words model and has a Linear SVM as base classifier.