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ResearchFormerly WizWand

Sentiment Analysis on SemEval

69.5ScoreGloVe+DeepMoji
44.082450.681257.2863.8788Sep 12, 2018Dec 17, 2019Mar 23, 2021Jun 28, 2022Oct 2, 2023Jan 6, 2025Apr 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GloVe+DeepMojiWord-level representation=GloVe+DeepMoji, Architecture=Logistic Regression2018.0969.5
bi-LSTM (Barnes et al., 2017)Architecture=bi-LSTM2018.0968.5
GloVe+Emo2VecWord-level representation=GloVe+Emo2Vec, Architecture=Logistic Regression2018.0968
GloVeWord-level representation=GloVe, Architecture=Logistic Regression2018.0967.1
InfICLBackbone=Qwen3-8B2026.0464.04
DrICLBackbone=Qwen3-8B2026.0463.82
KNNBackbone=Qwen3-8B2026.0463.78
DICLBackbone=Qwen3-8B2026.0463.46
RandomBackbone=Qwen3-8B2026.0463.42
DOPA*Backbone=Qwen3-8B2026.0463.32
InfICLBackbone=Qwen3-1.7B2026.0461.12
RandomBackbone=Qwen3-1.7B2026.0460.9
DrICLBackbone=Qwen3-1.7B2026.0460.16
RewriteBackbone=Qwen3-8B2026.0460.08
DOPA*Backbone=Qwen3-1.7B2026.0459.64
KNNBackbone=Qwen3-1.7B2026.0458.32
DICLBackbone=Qwen3-1.7B2026.0457
RewriteBackbone=Qwen3-1.7B2026.0454.72
DOPA*Backbone=LLaMA3.2-3B2026.0453.28
InfICLBackbone=LLaMA3.1-8B2026.0452.92
RandomBackbone=LLaMA3.1-8B2026.0452.02
DOPA*Backbone=LLaMA3.1-8B2026.0451.84
DICLBackbone=LLaMA3.1-8B2026.0451.44
DrICLBackbone=LLaMA3.1-8B2026.0451.22
DICLBackbone=GPT2-xl2026.0449.86
KNNBackbone=LLaMA3.1-8B2026.0449.32
RandomBackbone=GPT2-xl2026.0449.28
InfICLBackbone=GPT2-xl2026.0449.26
RewriteBackbone=LLaMA3.1-8B2026.0448.74
DICLBackbone=Gemma2-2B2026.0448.66
DOPA*Backbone=GPT2-xl2026.0448.44
RandomBackbone=LLaMA3.2-3B2026.0447.86
DOPA*Backbone=Gemma2-2B2026.0447.7
DrICLBackbone=GPT2-xl2026.0447.66
DICLBackbone=LLaMA3.2-3B2026.0447.5
KNNBackbone=Gemma2-2B2026.0447.28
DrICLBackbone=Gemma2-2B2026.0447.2
RewriteBackbone=Gemma2-2B2026.0447.12
RandomBackbone=Gemma2-2B2026.0447.06
InfICLBackbone=LLaMA3.2-3B2026.0446.8
DrICLBackbone=LLaMA3.2-3B2026.0446.08
KNNBackbone=GPT2-xl2026.0445.92
RewriteBackbone=GPT2-xl2026.0445.84
KNNBackbone=LLaMA3.2-3B2026.0445.76
InfICLBackbone=Gemma2-2B2026.0445.38
RewriteBackbone=LLaMA3.2-3B2026.0445.06