Emergence of the Primacy Effect in Structured State-Space Models

arXiv:2502.13729 · cs.LG, cs.NE, q-bio.NC · Submitted 2025-02-19 · Read on arXiv

cs.LG, cs.NE, q-bio.NC

Submitted: 2025-02-19

Updated: 2025-09-08

Comments: Accepted for ACML 2025

Journal ref: Proc. of the 17th Asian Conference on Machine Learning, PMLR 304:193-206, 2025

Code: https://github.com/tkc-morita/primacy-effect

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accuracy — 30× in this paper · explained in 1 episode
• Verification — 18× in this paper · explained in 2 episodes
• Transformer — 8× in this paper · explained in 2 episodes
• International Conference on Learning Representations — 6× in this paper
• Embeddings — 4× in this paper · explained in 2 episodes
• Benchmark — 3× in this paper · explained in 2 episodes
• Adam — 2× in this paper · explained in 2 episodes
• Latent Dynamics — 2× in this paper · explained in 2 episodes
• Memory Decay — 2× in this paper · explained in 3 episodes
• Optimal Transport — 2× in this paper · explained in 5 episodes
• Core — 1× in this paper · explained in 2 episodes
• In-Context Learning — 1× in this paper · explained in 7 episodes
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
• Latent Representation — 1× in this paper · explained in 2 episodes
• Latent Representations — 1× in this paper · explained in 3 episodes
• Loss Function — 1× in this paper · explained in 2 episodes
• Selection Bias — 1× in this paper · explained in 4 episodes
• Transformer Architecture — 1× in this paper · explained in 3 episodes

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