2025
Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks
NAACL 2025findings
Like most of NLP, models for human-centered NLP tasks—tasks attempting to assess author-level information—predominantly use rep-resentations derived from hidden states of Transformer-based LLMs. However, what component of the LM is used for the representation varies widely. Moreover, there is a need…