Kritarth Prasad

IIIT Delhi, India

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)Scaling Laws & Emergent Abilities (1)

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Avni Mittal (1)Avinash Anand (1)Ashutosh Kumar (1)Dikshant Kukreja (1)

Papers (1)

Aug 3, 2026

Independent Researcher3w ago·also NVIDIA, Affiliation:, IIT Delhi, NTU +1

TextNCA: Neural Cellular Automata for Language Modeling via Hierarchical Local Attention

Hierarchical local attention in TextNCA reveals that the arrangement of attention windows can dramatically influence language modeling performance, even more than the model's iterative nature.

Avni Mittal, Avinash Anand, Ashutosh Kumar +7

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing Scaling Laws & Emergent Abilities

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Kritarth Prasad

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)