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
GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil—0
Autobots@LT-EDI-EACL2021: One World, One Family: Hope Speech Detection with BERT Transformer Model—0
Simon @ LT-EDI-EACL2021: Detecting Hope Speech with BERT—0
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
ZYJ@LT-EDI-EACL2021:XLM-RoBERTa-Based Model with Attention for Hope Speech Detection—0
CFILT IIT Bombay@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion using Multilingual Representation fromTransformers—0
CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments—0
cs_english@LT-EDI-EACL2021: Hope Speech Detection Based On Fine-tuning ALBERT Model—0
CURAJ_IIITDWD@LT-EDI-ACL 2022: Hope Speech Detection in English YouTube Comments using Deep Learning Techniques—0
dhivya-hope-detection@LT-EDI-EACL2021: Multilingual Hope Speech Detection for Code-mixed and Transliterated Texts—0
EDIOne@LT-EDI-EACL2021: Pre-trained Transformers with Convolutional Neural Networks for Hope Speech Detection.—0
Findings of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion—0
Amrita@LT-EDI-EACL2021: Hope Speech Detection on Multilingual Text—0
giniUs @LT-EDI-ACL2022: Aasha: Transformers based Hope-EDI—0
HopeEDI: A Multilingual Hope Speech Detection Dataset for Equality, Diversity, and Inclusion—0
Hopeful_Men@LT-EDI-EACL2021: Hope Speech Detection Using Indic Transliteration and Transformers—0
Hopeful Men@LT-EDI-EACL2021: Hope Speech Detection Using Indic Transliteration and Transformers—0
Hopeful NLP@LT-EDI-EACL2021: Finding Hope in YouTube Comment Section—0
IIIT_DWD@LT-EDI-EACL2021: Hope Speech Detection in YouTube multilingual comments—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