2 papers
cs.CL2026
Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval
Aditya Sharma, Christopher J. Pal, Amal Zouaq
The ability to generate SPARQL queries from natural language questions is crucial for ensuring efficient and accurate retrieval of structured data from knowledge graphs (KG). While…
cs.LG2025
Inducing Causal World Models in LLMs for Zero-Shot Physical Reasoning
Aditya Sharma, Ananya Gupta, Chengyu Wang +2
Large Language Models (LLMs), despite their advanced linguistic capabilities, fundamentally lack an intuitive understanding of physical dynamics, which limits their effectiveness i…