paper-with-me

홈 › Papers

Overview of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion

2022-05-01 · LTEDI (ACL) 2022 5 · Bharathi Raja Chakravarthi, Vigneshwaran Muralidaran, Ruba Priyadharshini, Subalalitha Cn, John McCrae, Miguel Ángel García, Salud María Jiménez-Zafra, Rafael Valencia-García, Prasanna Kumaresan, Rahul Ponnusamy, Daniel García-Baena, José García-Díaz

Hope Speech detection is the task of classifying a sentence as hope speech or non-hope speech given a corpus of sentences. Hope speech is any message or content that is positive, encouraging, reassuring, inclusive and supportive that inspires and engenders optimism in the minds of people. In contrast to identifying and censoring negative speech patterns, hope speech detection is focussed on recognising and promoting positive speech patterns online. In this paper, we report an overview of the findings and results from the shared task on hope speech detection for Tamil, Malayalam, Kannada, English and Spanish languages conducted in the second workshop on Language Technology for Equality, Diversity and Inclusion (LT-EDI-2022) organised as a part of ACL 2022. The participants were provided with annotated training & development datasets and unlabelled test datasets in all the five languages. The goal of the shared task is to classify the given sentences into one of the two hope speech classes. The performances of the systems submitted by the participants were evaluated in terms of micro-F1 score and weighted-F1 score. The datasets for this challenge are openly available

📄 PDF Abstract BibTeX

Code (0)

등록된 구현이 없습니다.

Tasks

DiversityHope Speech DetectionHope Speech Detection for TamilSentence

Similar Papers 제목 키워드 기반

Findings of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion

2021-04-01 · EACL (LTEDI) 2021 4 · Bharathi Raja Chakravarthi, Vigneshwaran Muralidaran

Hope is considered significant for the well-being, recuperation and restoration of human life by health professionals. Hope speech reflects the belief that one can discover pathways to their desired objectives and become…

DiversityHope Speech DetectionHope Speech Detection for Tamil

Overview of Abusive Comment Detection in Tamil-ACL 2022

2022-05-01 · DravidianLangTech (ACL) 2022 5 · Ruba Priyadharshini, Bharathi Raja Chakravarthi, Subalalitha Cn, Thenmozhi Durairaj 외

The social media is one of the significantdigital platforms that create a huge im-pact in peoples of all levels. The commentsposted on social media is powerful enoughto even change the political and businessscenarios in …

Hope Speech Detection on Social Media Platforms

2022-11-14 · Pranjal Aggarwal, Pasupuleti Chandana, Jagrut Nemade, Shubham Sharma 외

Since personal computers became widely available in the consumer market, the amount of harmful content on the internet has significantly expanded. In simple terms, harmful content is anything online which causes a person…

Hate Speech DetectionHope Speech DetectionSentence

MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM

2022-05-01 · LTEDI (ACL) 2022 5 · Anusha Gowda, Fazlourrahman Balouchzahi, Hosahalli Shashirekha, Grigori Sidorov

Spreading positive vibes or hope content on social media may help many people to get motivated in their life. To address Hope Speech detection in YouTube comments, this paper presents the description of the models submit…

DiversityHope Speech Detection

Spartans@LT-EDI-EACL2021: Inclusive Speech Detection using Pretrained Language Models

2021-04-01 · EACL (LTEDI) 2021 4 · Megha Sharma, Gaurav Arora

We describe our system that ranked first in Hope Speech Detection (HSD) shared task and fourth in Offensive Language Identification (OLI) shared task, both in Tamil language. The goal of HSD and OLI is to identify if a c…

Hope Speech DetectionLanguage Identification