question: What is Spatial-RAG and what problem does it solve?

expect_doc: spatial-rag


question: Tell me about graph retrieval-augmented generation in the lab.

expect_doc: grag


question: How does the lab answer research questions using a citation graph?

expect_doc: cg-rag


question: Which work generates natural-language explanations of GNN predictions?

expect_doc: graphnarrator


question: How does the lab reduce large language model API costs?

expect_doc: tools


question: Representation learning for 3D polyhedra and shapes.

expect_doc: polyhedronnet


question: Forecasting civil unrest from open source indicators.

expect_doc: embers


question: Is Prof. Zhao taking new PhD students and what does he look for?

expect_doc: faq


question: Survey on domain specialization of large language models.

expect_doc: domain-specialization-survey


question: Uncertainty quantification for in-context learning.

expect_doc: uq-icl


question: Federated pruning of large language models.

expect_doc: fedspallm


question: Benchmark for evaluating visual saliency explanations.

expect_doc: saliency-bench


question: Multi-scale Mamba transformer for time series forecasting.

expect_doc: sst-mamba-transformer


question: Continual memory so RAG does not forget.

expect_doc: rag-without-forgetting


question: Agentic geospatial reasoning with scientific concepts.

expect_doc: spatial-agent


question: What is the weather in Atlanta tomorrow afternoon?


question: Write me a short poem about my pet cat.


question: What is the stock price of Tesla today?