2 papers
cs.CL2025
Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts
Raavi Gupta, Pranav Hari Panicker, Sumit Bhatia +1
Large language models (LLMs), despite their remarkable text generation capabilities, often hallucinate and generate text that is factually incorrect and not grounded in real-world…
cs.IR2025
Answering Multimodal Exclusion Queries with Lightweight Sparse Disentangled Representations
Prachi J, Sumit Bhatia, Srikanta Bedathur
Multimodal representations that enable cross-modal retrieval are widely used. However, these often lack interpretability making it difficult to explain the retrieved results. Solut…