565 citations · 653 across the 28 of their papers we have counts for
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cs.CL2024
Beyond the Binary: Capturing Diverse Preferences With Reward Regularization
Vishakh Padmakumar, Chuanyang Jin, Hannah Rose Kirk +1
Large language models (LLMs) are increasingly deployed via public-facing interfaces to interact with millions of users, each with diverse preferences. Despite this, preference tuni…
cs.CL2024
Transformers Struggle to Learn to Search
Abulhair Saparov, Srushti Pawar, Shreyas Pimpalgaonkar +6
Search is an ability foundational in many important tasks, and recent studies have shown that large language models (LLMs) struggle to perform search robustly. It is unknown whethe…