Ms. Kavya G

Research and Publications :
1. “Profiling Cryptocurrency Influencers with Sentence Transformers”, CLEF (Working Notes) 2023.
2. “MUNLP@DravidianLangTech2023: Learning Approaches for Sentiment Analysis in Code-mixed Tamil and Tulu Text”, DravidianLangTech 2023.
3. “MUCS@DravidianLangTech2023: Leveraging Learning Models to Identify Abusive Comments in Code-mixed Dravidian Languages”, DravidianLangTech 2023.
4. “MUCS@LT-EDI2023: Detecting Signs of Depression in Social Media Text”, LT-EDI 2023.
5. “MUCS@LT-EDI2023: Learning Approaches for Hope Speech Detection in Social Media Text”, LT-EDI 2023.
6. “MUCS@DravidianLangTech2023: Malayalam Fake News Detection Using Machine Learning Approach”, DravidianLangTech 2023.
7. “MUCS@LT-EDI2023: Homophobic/Transphobic Content Detection in Social Media Text using mBERT”, LT-EDI 2023.
8. “MUCSD@DravidianLangTech2023: Predicting Sentiment in Social Media Text using Machine Learning Techniques”, DravidianLangTech 2023.
9. “Trigger Detection in Social Media Text”, CLEF (Working Notes).
10. “Hope on the Horizon: Experiments with Learning Models for Hope Speech Detection in Spanish and English”, IberLEF 2024.
11. “Binary Battle: Leveraging Machine Learning and Transfer Learning Models to Distinguish Between Conspiracy Theories and Critical Thinking”, CLEF (Working Notes) 2024.
12. “MUCS@LT-EDI-2024:Exploring Joint Representation for Memes Classification”, LT-EDI 2024.
13. “MUCS@DravidianLangTech-2024: A Grid Search Approach to Explore Sentiment Analysis in Code-mixed Tamil and Tulu”, DravidianLangTech 2024.
14. “MUCS@DravidianLangTech-2024: Role of Learning Approaches in Strengthening Hate-Alert Systems for Code-mixed Text”, DravidianLangTech 2024.
15. “MUCS@LT-EDI-2024:Learning Approaches to Empower Homophobic/ Transphobic Comment Identification”, LT-EDI 2024.

Conference and Workshops (Attended and Presented papers):
▪ FIRE 2024, IICT Gujarat (Dec 2024): Participated and presented papers on Hate and Offensive Content Detection, Sarcasm Detection, CryptoQA, and Word
Level Language Identification.
▪ ICON 2023 and FIRE 2023 Conference, Goa University (Dec 2023): Participated and presented a paper on Disfluency Detection, a shared task paper at ICON conference.
▪ Completed One Week National Level Workshop (Online) cum FDP titled “Generative AI Models: A Deep Drive into the Working” by A.C.T Academy, Kerala (05-08-2024 to 11-08-2024).
▪ Participated in a course by the Gian (Global Initiative for Academic Networks) on “Video/Image Content Analytics for Forensic and Surveillance Applications” conducted in the Department of Studies and Research in Computer Science, Mangalore University (08 to 13 May 2023).
▪ Attended Webinar on #TrueCyberSafe jointly organized by Trucaller and CyberPeace Foundation.
▪ Two-Day Workshop on LaTeX Programming, Mangalore University (Jan 18-19, 2023): Participated in training on LaTeX programming for academic writing.
▪ Certified in ATAL FDP on Machine Learning and Deep Learning for Video Analytics (Nov 2022).
▪ National Workshop on “Smart City, IoT-Based Technology”, Mangalore University (Dec 11-13, 2019): Actively participated and taken part in organising the event in association with the Department of Science and Technology, Government of India.
▪ Completed training on Information Security Fundamentals and Data Mining & Predictive Modelling by IBM (Sep 2019).
▪ Participated in One-Day Technical Seminar on Embedded Software Safety and Security by LDRA, India (Nov 2017).