Taylor Whittington Webb

6 papers · 2021–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

ICLR (3) ICML (3)

Top co-authors

Jonathan D. Cohen (3) Jonathan Cohen (2) Shanka Subhra Mondal (2) Oliver Eberle (1) Kaixuan Huang (1) Ishan Sinha (1) Thomas Austin Mcgee (1) Ida Momennejad (1) Declan Iain Campbell (1) Yukang Yang (1)

Research topics

Artificial Intelligence (5) Core AI (5) Deep Learning (4) Architectures (4) Machine Learning (2) Core Methods (2) Natural Language Processing (1) Learning Paradigms (1) Resources & Methods (1)

Keywords

inductive bia (2) visual reasoning (2) few-shot learning (1) feature extraction (1) attention mechanism (1) relational reasoning (1) latent representation (1) abstract reasoning (1) external memory (1) retrieval head (1) attention pattern (1) recurrent network (1) symbol emergence (1) abstract pattern (1) rule induction (1) variable binding (1) inference-time compute (1) object-centric encoder (1) scalable (1) abstract variables (1)

Papers

Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models ICML 2025 Position: We Need An Algorithmic Understanding of Generative AI ICML 2025 Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers ICLR 2024 Slot Abstractors: Toward Scalable Abstract Visual Reasoning ICML 2024 Learning to reason over visual objects ICLR 2023 Emergent Symbols through Binding in External Memory ICLR 2021