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cs.CL2026
Latent Bridges for Multi-Table Question Answering
Simone Varriale, Tamara Cucumides, Floris Geerts +1
We introduce GRAB, a constructor-encoder-bridge pipeline for table question answering. Our method lifts relational data into an heterogeneous graph, encodes it via message passing,…
cs.CL2025
RelationalFactQA: A Benchmark for Evaluating Tabular Fact Retrieval from Large Language Models
Dario Satriani, Enzo Veltri, Donatello Santoro +1
Factuality in Large Language Models (LLMs) is a persistent challenge. Current benchmarks often assess short factual answers, overlooking the critical ability to generate structured…