OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation (2026 · 8 citations)
LLM agents can produce plausible web behavior, but it is hard to check whether they reproduce what a specific person would actually do.
Confirming Correct, Missing the Rest: LLM Tutoring Agents Struggle Where Feedback Matters Most (2026)
LLM tutors are often proposed as conversational add-ons to intelligent tutoring systems (ITS). It was unclear whether they can separate three kinds of student steps that ITS routinely distinguish: optimal moves, logically sound but longer detours, and outright errors. The authors build a benchmark for this three-way…
Switching Heads and Softening Tokens: Turnkey Solutions to Visually Grounded Document QA (2026)
The paper tackles visually grounded document question answering (VGDQA), where a model must answer a question about a document and also mark where each answer sits on the page.

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Papers of our library cite their works 8 times (of the 149,439 papers whose bibliographies we read); 4 citing papers with a page here →.

Updated 2 November 2026