Mohammadreza Daviran

EdgeLM: Edge Demonstrations for Language Models'Table Understanding

Large language models (LLMs) perform table-centric prediction through in-context learning, making demonstration selection critical to performance. Existing retrieval methods prioritize similarity to the query, but similar demonstrations often reinforce the model's likely prediction rather than reveal the distinctions n...