JianKui Zhou

Disentangling Consensus and Value-Specific Representations for Controllable Pluralistic Value Alignment of LLMs

With the widespread deployment of large language models (LLMs), aligning model outputs with pluralistic human values has become an important research problem. Recent approaches that train task-specific experts and merge them through parameter aggregation have shown promise for pluralistic alignment.…