ICLR Reviewer: DRL Papers Are Top-Tier, LLM Work 'Riddled with Experiment Confounds'

tw_killian · x · 2026-11-16

An ICLR reviewer's take, now circulating: the deep reinforcement learning (DRL) submissions they reviewed are top-tier, while LLM-focused papers are "riddled with experiment confounds." A firsthand snapshot of the quality gap between the two tracks, echoing the familiar complaint that LLM experiments are hard to control and evaluate cleanly.

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