Sentiment Analysis

Best model: lstm+bert

Best model: AraBERTv1

Best model: BERT large

Best model: BERT large

Best model: Bangla-BERT (large)

Best model: AnglE-LLaMA-7B

Best model: RobBERT

Best model: SVM

Best model: FiLM

Best model: CalBERT

Best model: RoBERTa-large with LlamBERT

Best model: Space-XLNet

Best model: Naive Bayes

Best model: VLAWE

Best model: UDALM: Unsupervised Domain Adaptation through Language Modeling

Best model: RuBERT-RuSentiment

Best model: LSTMs+CNNs ensemble with multiple conv. ops

Best model: GPT-4o Fine-Tuned (Minimal)

Best model: fastText, h=10, bigram

Best model: T5-11B

Best model: Heinsen Routing + RoBERTa Large

Best model: BERTweet

Best model: AEN-BERT

Best model: RCNN

Best model: MA-BERT

Best model: XLNet

Best model: XLNet