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 1–47 of 47 papers

TitleStatusHype
IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in TransformersCode0
Hope Speech Detection on Social Media PlatformsCode0
NLP-CUET@LT-EDI-EACL2021: Multilingual Code-Mixed Hope Speech Detection using Cross-lingual Representation LearnerCode0
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
Beyond Negativity: Re-Analysis and Follow-Up Experiments on Hope Speech DetectionCode0
TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with TransformersCode0
IIITK@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion in Tamil , Malayalam and EnglishCode0
Hope Speech detection in under-resourced Kannada languageCode0
GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil—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
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
IRNLP_DAIICT@LT-EDI-EACL2021: Hope Speech detection in Code Mixed text using TF-IDF Char N-grams and MuRIL—0
Hope Speech Detection: A Computational Analysis of the Voice of Peace—0
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
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
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
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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