SOTAVerified

Hope Speech Detection

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 47 papers

TitleStatusHype
IIT Dhanbad @LT-EDI-ACL2022- Hope Speech Detection for Equality, Diversity, and Inclusion—0
IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning—0
SOA_NLP@LT-EDI-ACL2022: An Ensemble Model for Hope Speech Detection from YouTube Comments—0
Overview of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion—0
SSN_ARMM@ LT-EDI -ACL2022: Hope Speech Detection for Equality, Diversity, and Inclusion Using ALBERT model—0
MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM—0
SSNCSE_NLP@LT-EDI-ACL2022:Hope Speech Detection for Equality, Diversity and Inclusion using sentence transformers—0
IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and InclusionCode0
IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention MechanismCode0
Overlapping Word Removal is All You Need: Revisiting Data Imbalance in Hope Speech Detection—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