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Three new TRL Seminar talks now live on YouTube!
Recordings of three recent TRL Seminar talks from 23 January 2026 are now available on YouTube, covering topics on natural language interfaces, text-to-SQL, and scalable knowledge discovery from tabular data.
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Have your Queries Already Seen the Data? Data-Privilege in Tabular Benchmarks
We take a look at how many popular benchmarks for evaluating natural language interfaces to tabular data contain "data-privileged" queries—questions that reference specific components of the data that real users wouldn't know about in open-domain settings.
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TRL reading group discussion: "Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey"
Discussion protocol and results of the TRL reading group on the paper "Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey" by X. Fang et al. (2024).