conftrace_

emergent representation

3 papers

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Co-occurring keywords · papers mentioning both

representation learning (2) next state prediction (1) interventional analysis (1) gpt model (1) state prediction (1) internal representation (1) sequence model (1) transition dynamics (1) world model (1) time series (1)

Papers

Learning diverse causally emergent representations from time series data NeurIPS 2024 Transformers Learn Transition Dynamics when Trained to Predict Markov Decision Processes EMNLP 2024 Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task ICLR 2023