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researcher

Toni J.B. Liu

2 papers hereh-index 317 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedConeheads: Hierarchy Aware Attention

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 3 cited

Coneheads: Hierarchy Aware Attention

Albert Tseng, Tao Yu, Toni J. B. Liu +1

Attention networks such as transformers have achieved state-of-the-art performance in many domains. These networks rely heavily on the dot product attention operator, which compute…

cs.LG2023

Shadow Cones: A Generalized Framework for Partial Order Embeddings

Tao Yu, Toni J. B. Liu, Albert Tseng +1

Hyperbolic space has proven to be well-suited for capturing hierarchical relations in data, such as trees and directed acyclic graphs. Prior work introduced the concept of entailme…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.