PragReST: Self-Reinforcing Counterfactual Reasoning for Pragmatic Language Understanding

arXiv:2606.18624 · cs.CL · Submitted 2026-06-17 · Read on arXiv

cs.CL

Submitted: 2026-06-17

Updated: 2026-10-16

Terminology

• Benchmark — 3× in this paper · explained in 2 episodes
• Ablation — 1× in this paper · explained in 1 episode
• Accuracy — 1× in this paper · explained in 1 episode
• Distillation — 1× in this paper · explained in 2 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 8 episodes
• Reasoning Traces — 1× in this paper · explained in 4 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Trace — 1× in this paper · explained in 2 episodes

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