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 1–25 of 47 papers

TitleStatusHype
Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English—0
Beyond Negativity: Re-Analysis and Follow-Up Experiments on Hope Speech DetectionCode0
Hope Speech Detection on Social Media PlatformsCode0
PolyHope: Two-Level Hope Speech Detection from Tweets—0
SSNCSE_NLP@LT-EDI-ACL2022:Hope Speech Detection for Equality, Diversity and Inclusion using sentence transformers—0
CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments—0
CURAJ_IIITDWD@LT-EDI-ACL 2022: Hope Speech Detection in English YouTube Comments using Deep Learning Techniques—0
giniUs @LT-EDI-ACL2022: Aasha: Transformers based Hope-EDI—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
IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning—0
IIT Dhanbad @LT-EDI-ACL2022- Hope Speech Detection for Equality, Diversity, and Inclusion—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
Overview of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion—0
SOA_NLP@LT-EDI-ACL2022: An Ensemble Model for Hope Speech Detection from YouTube Comments—0
SSN_ARMM@ LT-EDI -ACL2022: Hope Speech Detection for Equality, Diversity, and Inclusion Using ALBERT model—0
The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada—0
Overlapping Word Removal is All You Need: Revisiting Data Imbalance in Hope Speech Detection—0
Hope Speech detection in under-resourced Kannada languageCode0
IIITK@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion in Tamil , Malayalam and EnglishCode0
TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with TransformersCode0
IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in TransformersCode0
ZYJ@LT-EDI-EACL2021:XLM-RoBERTa-Based Model with Attention for 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