SOTAVerified

Hope Speech Detection

Detecting speech associated with positive, uplifting, promise, potential, support, reassurance, suggestions, or inspiration.

Papers

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Showing 21–30 of 47 papers

TitleStatusHype
KU_NLP@LT-EDI-EACL2021: A Multilingual Hope Speech Detection for Equality, Diversity, and Inclusion using Context Aware Embeddings—0
LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide—0
LPS@LT-EDI-ACL2022:An Ensemble Approach about Hope Speech Detection—0
MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM—0
MUCS@LT-EDI-EACL2021:CoHope-Hope Speech Detection for Equality, Diversity, and Inclusion in Code-Mixed Texts—0
Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English—0
Overlapping Word Removal is All You Need: Revisiting Data Imbalance in Hope Speech Detection—0
Overview of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion—0
PolyHope: Two-Level Hope Speech Detection from Tweets—0
Simon @ LT-EDI-EACL2021: Detecting Hope Speech with BERT—0
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All datasetsHopeEDIKanHope

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RoBERTaWeighted Average F1-score0.93—Unverified
2Decision Tree ClassifierWeighted Average F1-score0.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Dual-Channel mBERTF1-score (Weighted)0.65—Unverified