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Hector Pasten

2 accepted papers

2026

Decoupling Positional and Symbolic Attention in Transformers

ICLR 2026poster

An important aspect subtending language understanding and production is the ability to independently encode positional and symbolic information of the words within a sentence. In Transformers, positional information is typically encoded using Positional Encodings (PEs). One such popular PE, namely R…

Cited by 0SourceScholar
2025

Continuity and Isolation Lead to Doubts or Dilemmas in Large Language Models

NeurIPS 2025poster

Understanding how Transformers work and how they process information is key to the theoretical and empirical advancement of these machines. In this work, we demonstrate the existence of two phenomena in Transformers, namely _isolation_ and _continuity_. Both of these phenomena hinder Transformers t…

Cited by 2SourceScholar