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 31–40 of 47 papers

TitleStatusHype
SOA_NLP@LT-EDI-ACL2022: An Ensemble Model for Hope Speech Detection from YouTube Comments—0
Spartans@LT-EDI-EACL2021: Inclusive Speech Detection using Pretrained Language Models—0
SSN_ARMM@ LT-EDI -ACL2022: Hope Speech Detection for Equality, Diversity, and Inclusion Using ALBERT model—0
SSNCSE_NLP@LT-EDI-ACL2022:Hope Speech Detection for Equality, Diversity and Inclusion using sentence transformers—0
ssn_diBERTsity@LT-EDI-EACL2021:Hope Speech Detection on multilingual YouTube comments via transformer based approach—0
TEAM HUB@LT-EDI-EACL2021: Hope Speech Detection Based On Pre-trained Language Model—0
The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada—0
Amrita@LT-EDI-EACL2021: Hope Speech Detection on Multilingual Text—0
ZYJ@LT-EDI-EACL2021:XLM-RoBERTa-Based Model with Attention for Hope Speech Detection—0
Autobots@LT-EDI-EACL2021: One World, One Family: Hope Speech Detection with BERT Transformer Model—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