SOTAVerified

Subjectivity Analysis

A related task to sentiment analysis is the subjectivity analysis with the goal of labeling an opinion as either subjective or objective.

Papers

Showing 110 of 63 papers

TitleStatusHype
AI Wizards at CheckThat! 2025: Enhancing Transformer-Based Embeddings with Sentiment for Subjectivity Detection in News ArticlesCode0
CAPO: Cost-Aware Prompt OptimizationCode2
Opinion Mining on Offshore Wind Energy for Environmental Engineering0
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet ClassifiersCode0
A Labelled Dataset for Sentiment Analysis of Videos on YouTube, TikTok, and Other Sources about the 2024 Outbreak of Measles0
Czech Dataset for Cross-lingual Subjectivity ClassificationCode0
Dual Contrastive Learning: Text Classification via Label-Aware Data AugmentationCode1
Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task ApproachCode1
Entailment as Few-Shot LearnerCode1
An Empirical Evaluation of Word Embedding Models for Subjectivity Analysis TasksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1XLM-R-LargeAccuracy93.56Unverified
2RobeCzechAccuracy93.29Unverified
3Czert-BAccuracy92.85Unverified
4Czech ElectraAccuracy91.85Unverified
5mBERTAccuracy91.23Unverified