A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models | Paper Citation Record

Observation 0db5f0e3-4633-4e6b-b79e-bf08ac953032 · outbound

This paper cites Codensity and the giry monad.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Codensity and the giry monad

Reference 2

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Observation 923c0709-8929-4bfc-980d-49a1a5c92e93 · outbound

This paper cites Boardman and Rainer Vogt.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Boardman and Rainer Vogt

Reference 3

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Observation a890ab58-7cb5-4dc8-89db-0f7700254c8d · outbound

This paper cites Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S

Reference 4

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Observation 8700f612-0934-41d5-a437-1ed9c77eddd2 · outbound

This paper cites Handbook of Categorical Algebra, volume 2 of Encyclopedia of Mathematics and its Applications.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Handbook of Categorical Algebra, volume 2 of Encyclopedia of Mathematics and its Applications

Reference 5

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Observation beb9dbd1-b768-4607-94eb-7636d2c444b1 · outbound

This paper cites Bradley, J.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Bradley, J

Reference 6

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Observation 8b29156c-a736-4d92-99b4-038ec920198f · outbound

This paper cites An Attentive Survey of Attention Models.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models An Attentive Survey of Attention Models

Reference 7

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Observation 68847b93-b0f0-42b3-b019-7dec52b632c4 · outbound

This paper cites Disintegration and bayesian inversion via string diagrams.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Disintegration and bayesian inversion via string diagrams

Reference 8

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Observation 2727595c-1ccc-42ac-81be-ba66cb1ff482 · outbound

This paper cites The Mathematics of Text Structure.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models The Mathematics of Text Structure

Reference 9

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Observation aaa9c0e0-d6e9-48c5-b89c-9647bb5cc9c3 · outbound

This paper cites The mathematics of text structure, 2020.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models The mathematics of text structure, 2020

Reference 10

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Observation 58f2bd15-41f2-4900-8597-f841f3c56035 · outbound

This paper cites Picturing Quantum Processes: A First Course in Quantum Theory and Diagrammatic Reasoning.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Picturing Quantum Processes: A First Course in Quantum Theory and Diagrammatic Reasoning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:46:20.014348Z

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Observation e3b14029-0dcd-4420-a265-bcacebbbea7c · outbound

This paper cites Mathematical Foundations for a Compositional Distributional Model of Meaning.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Mathematical Foundations for a Compositional Distributional Model of Meaning

Reference 12

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Observation a828d87b-ab40-4cb5-9f20-9e42bd71ab3b · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 13

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This paper cites Logits of API-Protected LLMs Leak Proprietary Information.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Logits of API-Protected LLMs Leak Proprietary Information

Reference 14

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This paper cites Causal theories: A categorical perspective on bayesian networks.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Causal theories: A categorical perspective on bayesian networks

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:46:19.998426Z

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Observation c5070cde-b642-4f5a-ba6e-9ea55cbc1175 · outbound

This paper cites Seven Sketches in Compositionality: An Invitation to Applied Category Theory.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Seven Sketches in Compositionality: An Invitation to Applied Category Theory

Reference 16

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Observation fdab4b66-fbe9-4cef-92a3-617f20a8ba13 · outbound

This paper cites Spivak, and R \' e my Tuy \' e ras.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Spivak, and R \' e my Tuy \' e ras

Reference 17

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Observation 818ad6fb-f42e-42f0-87cc-160a1e3f9395 · outbound

This paper cites Universal Coalgebras.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Universal Coalgebras

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:46:19.967436Z

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Observation 6eb27c78-f467-4d58-9595-ccda90fb3efa · outbound

This paper cites A synthetic approach to markov kernels, conditional independence and theorems on sufficient statistics.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models A synthetic approach to markov kernels, conditional independence and theorems on sufficient statistics

Reference 19

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This paper cites The d-separation criterion in categorical probability.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models The d-separation criterion in categorical probability

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:46:19.952546Z

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Observation 4cccb01e-f3f5-4b69-80a8-3a4fd5deedd2 · outbound

This paper cites Gabriel, P.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Gabriel, P

Reference 21

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Observation c3e880f5-6824-421f-ab1c-0f64e94a6b3f · outbound

This paper cites The unreasonable power of the lifting property in elementary mathematics.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models The unreasonable power of the lifting property in elementary mathematics

Reference 22

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Observation 0fb73aa7-27ed-4b59-805b-f676f0f334c0 · outbound

This paper cites Higher algebraic k-theory: Ii.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Higher algebraic k-theory: Ii

Reference 23

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Observation 33269444-921e-458d-af7d-4e6658c67d51 · outbound

This paper cites Efficiently modeling long sequences with structured state spaces.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Efficiently modeling long sequences with structured state spaces

Reference 24

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Observation ac7178e6-8530-4ea6-93bd-6224570802cf · outbound

This paper cites Theoretical limitations of self-attention in neural sequence models.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Theoretical limitations of self-attention in neural sequence models

Reference 25

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This paper cites Measure Theory.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Measure Theory

Reference 26

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Observation 421f205b-bab0-4002-95b0-d1f3cccf964c · outbound

This paper cites Categories for Quantum Theory: An Introduction.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Categories for Quantum Theory: An Introduction

Reference 27

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This paper cites Model categories.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Model categories

Reference 28

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Observation be91ac8f-0d11-4d14-994a-b4a07d4d21c5 · outbound

This paper cites Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Reference 29

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This paper cites Causal Inference by String Diagram Surgery.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Causal Inference by String Diagram Surgery

Reference 30

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Unresolved cited work

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This paper cites lambeq: An Efficient High-Level Python Library for Quantum NLP.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models lambeq: An Efficient High-Level Python Library for Quantum NLP

Reference 32

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This paper cites Generalization through Memorization: Nearest Neighbor Language Models.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Generalization through Memorization: Nearest Neighbor Language Models

Reference 33

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Unresolved cited work

Reference 34

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Unresolved cited work

Reference 35

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This paper cites A * CCG parsing with a supertag-factored model.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models A * CCG parsing with a supertag-factored model

Reference 36

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This paper cites (Co)end Calculus.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models (Co)end Calculus

Reference 37

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This paper cites Higher Topos Theory.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Higher Topos Theory

Reference 38

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This paper cites Sheaves in Geometry and Logic a First Introduction to Topos Theory.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Sheaves in Geometry and Logic a First Introduction to Topos Theory

Reference 39

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This paper cites Categories for the Working Mathematician.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Categories for the Working Mathematician

Reference 40

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This paper cites Universal causality.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Universal causality

Reference 41

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Unresolved cited work

Reference 42

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models May and K

Reference 43

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Observation 1636c066-d2dd-4261-a4f2-7d1c5ea87428 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 44

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Saturated Transformers are Constant-Depth Threshold Circuits

Reference 45

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment

Reference 46

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models The geometric realization of a semi-simplicial complex

Reference 47

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Levels of AGI

Reference 48

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Unresolved cited work

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This paper cites Higher algebraic k-theory: I.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Higher algebraic k-theory: I

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:46:19.738677Z

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Unresolved cited work

Reference 51

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Observation e7a1a650-9318-41c6-945c-2dfd9b2c4567 · outbound

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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Unresolved cited work

Reference 52

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Observation ae383fd0-4c7e-4117-a9cf-7ffe941beb24 · outbound

This paper cites Infinity category theory from scratch.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Infinity category theory from scratch

Reference 53

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This paper cites Classifying spaces and spectral sequences.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Classifying spaces and spectral sequences

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:46:19.689420Z

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Observation 92b8e80f-fc1b-4f21-b820-ffeb2d8947f5 · outbound

This paper cites Selinger.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Selinger

Reference 55

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Observation 274f850e-5d32-475f-9e58-1c5e57f8c86a · outbound

This paper cites Self-Attention with Relative Position Representations.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Self-Attention with Relative Position Representations

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-05T23:46:18.650393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b787db-9c1a-45f0-97d1-6165ae67bf55 · outbound

This paper cites Generative modeling by estimating gradients of the data distribution.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Generative modeling by estimating gradients of the data distribution

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:46:19.671164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e66d7ca-c9a9-4f19-849b-2044e1eddcb0 · outbound

This paper cites an unresolved cited work.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:46:19.651227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a47faae-e479-4eab-b403-731d86dde81c · outbound

This paper cites an unresolved cited work.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-05T23:46:18.664258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34d96532-bbe6-452c-b864-75c5d1dcbbf8 · outbound

This paper cites Sutton and Andrew G.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Sutton and Andrew G

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T23:46:18.669003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a3a5244-3a89-4f24-8d27-3c36d855bb6f · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:46:19.634731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3384273b-329d-42e3-be52-1191d6e85af2 · outbound

This paper cites an unresolved cited work.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:46:19.617001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 77021d0b-ab7d-4da2-a0a8-11138737172d · outbound

This paper cites A * CCG parsing with a supertag and dependency factored model.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models A * CCG parsing with a supertag and dependency factored model

Reference 63

Resolution: verified exact; doi, observed 2026-08-05T23:46:18.726578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 36097e2a-e933-46a0-8e4e-a54f1a3dc4de · outbound

This paper cites Reddi, and Sanjiv Kumar.

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models Reddi, and Sanjiv Kumar

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-05T23:46:18.687347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Outbound references

Pith citing papers