4 papers
TRUST Agents: A Collaborative Multi-Agent Framework for Fake News Detection, Explainable Verification, and Logic-Aware Claim Reasoning
Gautama Shastry Bulusu Venkata, Santhosh Kakarla, Maheedhar Omtri Mohan +1
TRUST Agents is a collaborative multi-agent framework for explainable fact verification and fake news detection. Rather than treating verification as a simple true-or-false classif…
How does a Multilingual LM Handle Multiple Languages?
Santhosh Kakarla, Gautama Shastry Bulusu Venkata, Aishwarya Gaddam +1
Multilingual language models have significantly advanced due to rapid progress in natural language processing. Models like BLOOM 1.7B, trained on diverse multilingual datasets, aim…
Zero Shot Composed Image Retrieval
Santhosh Kakarla, Gautama Shastry Bulusu Venkata
Composed image retrieval (CIR) allows a user to locate a target image by applying a fine-grained textual edit (e.g., ``turn the dress blue'' or ``remove stripes'') to a reference i…
Code-Mixed Telugu-English Hate Speech Detection
Santhosh Kakarla, Gautama Shastry Bulusu Venkata
Hate speech detection in low-resource languages like Telugu is a growing challenge in NLP. This study investigates transformer-based models, including TeluguHateBERT, HateBERT, DeB…