- Hate Speech and Cyberbullying Detection
- Sentiment Analysis and Opinion Mining
- Topic Modeling
- Categorization, perception, and language
- Speech and dialogue systems
- Geographic Information Systems Studies
University of Pittsburgh
2023
Indian Institute of Information Technology, Nagpur
2022
To advance argumentative stance prediction as a multimodal problem, the First Shared Task in Multimodal Argument Mining hosted crucial social topics of gun control and abortion. Our exploratory study attempts to evaluate necessity images for tweets compare out-of-the-box text-based large-language models (LLM) few-shot settings against fine-tuned unimodal models. work suggests an ensemble language (0.817 F1-score) outperforms both (0.677 using recent state-of-the-art LLM (0.550 F1-score). In...
Abstract Spatial relations in natural language are frequently expressed through prepositions. Thus, the locative expressions “New York United States” and “the house on river” prepositions “in” “on,” respectively, serve to communicate relationships space between subject object of preposition. Automatic detection use a spatial particular geo‐spatial sense that refers geographic context is interest supporting automated methods for determining actual location referred by expressions. This work...
To advance argumentative stance prediction as a multimodal problem, the First Shared Task in Multimodal Argument Mining hosted crucial social topics of gun control and abortion. Our exploratory study attempts to evaluate necessity images for tweets compare out-of-the-box text-based large-language models (LLM) few-shot settings against fine-tuned unimodal models. work suggests an ensemble language (0.817 F1-score) outperforms both (0.677 using recent state-of-the-art LLM (0.550 F1-score). In...