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response length

7 papers

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large language model (6) length bia (2) length control (2) language model (2) reinforcement learning from human feedback (2) instruction following (2) text generation (2) preference learning (2) direct preference optimization (2) generalized pareto distribution (1)

Papers

Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions EMNLP 2025 Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay Perspective ICLR 2025 Following Length Constraints in Instructions EMNLP 2025 How Does Response Length Affect Long-Form Factuality ACL 2025 MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ACL 2025 ODIN: Disentangled Reward Mitigates Hacking in RLHF ICML 2024 Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models EMNLP 2024