183 citations · 364 across the 22 of their papers we have counts for
3 papers · 1 filter
ChemCLIR-Bench: Benchmarking Cross-Lingual Information Retrieval in Multilingual Chemical Patents
Mahdi Astaraki, Mohammad Khodadad, Reza Namazi +4
Cross-lingual information retrieval (CLIR) is increasingly important in multi-national industries, where critical technical evidence may exist in a different language than the quer…
GraphWalk: Enabling Reasoning in Large Language Models through Tool-Based Graph Navigation
Taraneh Ghandi, Hamidreza Mahyar, Shachar Klaiman
The use of knowledge graphs for grounding agents in real-world Q&A applications has become increasingly common. Answering complex queries often requires multi-hop reasoning and the…
When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering
Mahdi Astaraki, Mohammad Arshi Saloot, Ali Shiraee Kasmaee +2
Retrieval-Augmented Generation (RAG) extends large language models (LLMs) beyond parametric knowledge, yet it is unclear when iterative retrieval-reasoning loops meaningfully outpe…