Author

Jan Batzner

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#artificial intelligence Preprint Oct 2026

Memory-Aware Reward Modeling: Learning Human Preferences for LLM Memory Use

Memory enables language model assistants to maintain continuity across sessions and generate personalized responses, but knowing more about a user does not necessarily produce responses they prefer. Existing evaluations assess memory capabilities without directly establishing whether memory use benefits the user. To st...

Yijiang River Dong, Ze-Xue He, Cheng Yu et al. · 0 citations

#natural language process... Review Apr 2026

Bye Bye Perspective API: Lessons for Building and Governing Measurement Infrastructure

Perspective API closes at the end of 2026, removing the de facto standard for toxicity measurement and exposing researchers'dependence on a tool they did not control. Drawing on this case, we argue that a research field must build and govern its own measurement infrastructure rather than borrow it. Surveying 241 papers...

David Hartmann, Manuel Tonneau, Angelie Kraft et al. · 0 citations