This paper proposes SENSEI, a new reinforcement learning based method that can embed human values judgements into each step of language generation. SENSEI ...

This paper proposes SENSEI, a new reinforce- ment learning based method that can embed human values judgements into each step of lan- guage generation. SENSEI ...

This paper proposes SENSEI, a new reinforcement learning based method that can embed human values judgements into each step of language generation. SENSEI ...

SENSEI aligns LM generation with human values by 1) learning how to distribute human rewards into each step of language generation with a Critic, and 2) guiding ...

Aug 21, 2024 · Strong alignment requires cognitive abilities (either human-like or different from humans) such as understanding and reasoning about agents' ...

May 1, 2024 · This paper proposes an alignment framework, called Reinforcement Learning with Human Behavior (RLHB), to align LLMs by directly leveraging real online human ...

Sep 9, 2024 · AI or LLM alignment process involves multiple stages and techniques designed to ensure that these models generate outputs consistent with human values, goals, ...

We conclude by discussing the practical implications of our proposal for the design of conversational agents that are aligned with these norms and values.

For example, what does it mean to align conversational agents with human norms or values? Which norms or values should they be aligned with? And how can this be ...

Aug 11, 2024 · Aligning large language models (LLMs) with human preferences is crucial for enhancing their utility in terms of helpfulness, truthful-.