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researcher

I-Hsin Fan

3 papers hereh-index 3110 citations4 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedlambeq: An Efficient High-Level Python Library for Quantum NLP

9 citations · 9 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2024

A Pattern Language for Machine Learning Tasks

Benjamin Rodatz, Ian Fan, Tuomas Laakkonen +3

We formalise the essential data of objective functions as equality constraints on composites of learners. We call these constraints "tasks", and we investigate the idealised view t…

cs.LG2023

Comparing Optimization Targets for Contrast-Consistent Search

Hugo Fry, Seamus Fallows, Ian Fan +2

We investigate the optimization target of Contrast-Consistent Search (CCS), which aims to recover the internal representations of truth of a large language model. We present a new…

cs.CL2021★ 9 cited

lambeq: An Efficient High-Level Python Library for Quantum NLP

Dimitri Kartsaklis, Ian Fan, Richie Yeung +7

We present lambeq, the first high-level Python library for Quantum Natural Language Processing (QNLP). The open-source toolkit offers a detailed hierarchy of modules and classes im…

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