Pith. sign in

Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2508.10018.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.10018 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:46:18.687347Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

63 of 63 outbound references displayed

  • verified exact8
  • verified fuzzy22
  • unresolved32
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

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

Resolution
verified exact
doi, observed 2026-08-05T23:46:18.846147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.389524Z digest=sha256:f1d1fdc51a271b017f5da8ff9628c3240653bb67c53e023471706656e2abaffa

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:20.096898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.394974Z digest=sha256:718eadd3146fc3c095cf5bbdfa628633886db85999a1706be1e85ff45b00317f

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:20.081702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.399784Z digest=sha256:3815ecca056dc22128d4a9325fa90096dc83eff1da4fa561b4db2aead910a6d1

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.404785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.404785Z digest=sha256:b13a5a9fa3062ab00739c74eb913a25655e13a3b0a4cdbb3cee902337de1d6d5

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:20.065966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.410162Z digest=sha256:525e49490211478e66d27db1439bdbe9397b99749fae5db9fb830dd4f1e0e757

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.415612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.415612Z digest=sha256:71892ea970a293edcd0ac9e07e8874811cf4b6f7f7d5bd35851eac5b5866adda

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.421013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.421013Z digest=sha256:44589cee05994ca443ad253e7742bf8ff32c8b9e9b413cdc004b63b006abe2cc

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

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:46:19.499390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.426067Z digest=sha256:ecb9a72218e1a9097789d4141e59f8cfb9403e125e8ee6f1e53f63423db49cb1

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:20.040467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.430986Z digest=sha256:9b111c8519145302457596b9dc621529e06ac6cecd3420354fe3d789058b3f0f

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.436264Z digest=sha256:9019f9a34d6635cfc6984faafe8186efd0df08081c3bc60385a550c20386912e

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.440839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.440839Z digest=sha256:7a376bfa7bad27c0b31276e7244a12ce921e4baf255cfd9b814c04bd2b6b5024

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.445762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.445762Z digest=sha256:00430a02021652f5a5fa773bc07bac80cd1e57b226e9c08df67a19eecc89ceb2

Observation 07776bda-aeae-40dc-a84f-23e93498ff95 · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.451115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.451115Z digest=sha256:d541496dcf8b3991c29a09b766f9dffffbe2fa09db3b7a8c09727a49549b612e

Observation f1219537-df4b-4494-afb4-175673f737f2 · outbound

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.456156Z digest=sha256:8e165ca285532df329d2e786368ce02c47825ff20d9f8f1571dcede3185624af

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:19.982275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.460976Z digest=sha256:44a53452fefe9f66d12b79cd4b9d0fec094757ae1750ba99172c211c2c5eda19

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.465972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.465972Z digest=sha256:2d48201c2902186307cc33f3895ea0027b00c315341f4df03eb857a88d415a40

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.470553Z digest=sha256:e45abc7e01b2b07f0dce1988e347fe3fe2c3db87233fa1fa3febc2486502d896

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.475420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.475420Z digest=sha256:8ce5a61895df57961ed5965ce4e759ef09357fd95125ed79aacafae59077098b

Observation 2ccc44d9-7ae9-4b79-baf1-1d881095eaf3 · outbound

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.480118Z digest=sha256:b6693250df9e244d8966ebda4d296592cf65043876012bcf9867f46ec30f3d82

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:19.938076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.484883Z digest=sha256:0e3c2906f12df5b0bccc48b8d7e02f41fcd0da32759a83d0781756958f2662a8

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

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:46:19.267859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.489632Z digest=sha256:7884de5c81458a4cce77fad35c39d975cb0021fb85307a5a3d5d189af2b3fcf4

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:19.922703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.494518Z digest=sha256:5d8ccf4184d433def03294210597043b120bd86b64cdf6e531e72d5217422604

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:19.907831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.498990Z digest=sha256:9871db303c5b5926749c8bd3b13a5ca3acd76c13599182753c24d92d0cb540a0

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

Resolution
malformed identifier
no resolver link, observed 2026-08-05T23:46:18.503500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.503500Z digest=sha256:3471ff03ae6378587f42a275abda82d93875e8f1d394d632b9ee61c91d86187b

Observation 2756ce4b-8aa8-4367-aef8-880fb2d67c1d · outbound

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:19.892923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.508265Z digest=sha256:2cf88f2bc92342dfecffa1328c635c7cbd8ffb572762303882f761f96ec9502e

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.513424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.513424Z digest=sha256:b968794427be6a82f64597ebe082c656b1bb9401297603bf5486ab100810f06f

Observation e7247b23-79a9-4ff1-954a-36a3f32ded85 · outbound

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:19.878226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.518086Z digest=sha256:75ba286e9f6097127c56b2f1721a9075aa707382551852c0a9e081df40ad2011

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.522816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.522816Z digest=sha256:857d5aef90cfc71688596575d992cb330974385645681a1b28f56fdc8013f2ad

Observation 82e4974a-6625-4c7a-8103-e0d0028ea231 · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.527542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.527542Z digest=sha256:973bb89b97eb7f82eec783ea8ddcfdb061578acc271bf5c52510e80e7cec05a5

Observation 54c753f5-b26b-4b1c-b07c-2ab35cc5f230 · 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 31

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.532374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.532374Z digest=sha256:ea3fe6f36b4e552bac29e949a2f601fa96d3139876254df001b38632d38c8c1f

Observation 9f34cc0b-71fd-4d7c-adc5-37e2e26233c7 · outbound

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

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:46:19.214211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.536986Z digest=sha256:3347d79d332b2c4d8a6ffaa32040ce75ef409390225c874948fd8c4a3bf2c590

Observation 517999fb-abcd-4267-bd1b-6494e744485b · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.541809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.541809Z digest=sha256:502b74784324e4111453b894db4aa283d2797d29b7aa66418e1c69107571620b

Observation ae74f94c-e6e8-416a-b11d-948bb4294a4d · 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 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:46:19.862779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.546619Z digest=sha256:864214ed904445b4dda990a52ced9a4de20cf9303903bc51e0b23c94d6450dec

Observation d84564d1-0df9-45fb-814a-1d01729e8def · 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 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:46:19.846752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.551288Z digest=sha256:595ceaa52a4df17144e43cd2f748405760117fd1aac1a5b4568ae387fc435319

Observation 2a81773f-d2fb-43b5-8986-8b78287fc2d3 · outbound

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

Resolution
verified exact
doi, observed 2026-08-05T23:46:18.791098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.556020Z digest=sha256:181c13993b85d16dba2a4ddc6ede510a2718ae8bb5fb8f61fc211702f486c34a

Observation 74929514-bd6d-401e-a607-df0092beb2c3 · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.560903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.560903Z digest=sha256:e97969a0d534639e5081e28b52745b7085e1e248bc183659584062511422d1e5

Observation e61e3387-174c-48e5-9729-a020ad5ac0a6 · outbound

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

Resolution
verified exact
raw_fallback, observed 2026-08-05T23:46:19.175338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.565662Z digest=sha256:6fb461cb09eecb9f83e1258140e8094b0fe5fb6bd834fc4a3e1884c36f8da3f4

Observation 12fa24de-1b4f-4263-9a82-361fb9ee3d70 · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.570180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.570180Z digest=sha256:db3346b947bc7ff250fd12243e2513d9c730b011d825e715faf29f644a030f0a

Observation 9c428de6-c80a-43cc-af71-04e422eeb518 · outbound

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:19.831639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.575095Z digest=sha256:83747c39e2d46238e54a910555b9da5fc4d845384ee0aca6e60cb880fcc374e1

Observation ff2d2bc0-3fe9-4559-90cf-a9776ed69d8b · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.579785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.579785Z digest=sha256:a8cf080b4f4933d3cee5a7232452a4077c426f61c2f6299f1b8f5bc89f50ad93

Observation 4bc185e1-c15f-4059-954a-2f022157ae2d · 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 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:46:19.815884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.584477Z digest=sha256:10be1d0d7822898995549bab7214ce3a32003c899a3fbc0a70b5d0bd63a3f751

Observation 077052e2-926d-4708-a1a1-10237c2b1968 · outbound

This paper cites May and K.

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

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:19.799546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.589318Z digest=sha256:9badfc92c73c7d2dc131ef1d41eaf6b71e1d2ad4b0a8870b2f29ce411a261b0c

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.594221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.594221Z digest=sha256:a46388f08599c0931ab253eaa8500f1ae05c46a59c1ca705bec8f227f7a6bc62

Observation c23bbc13-4f3e-452f-899c-48ec87820cec · outbound

This paper cites Saturated Transformers are Constant-Depth Threshold Circuits.

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.599196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.599196Z digest=sha256:18a3f7594fc17dd99498ae61bfe0e73a01c219f912db8b006a3bd1ddbf9c57e9

Observation c5c2fb2b-f67e-4dd8-81b0-a91684d3c705 · outbound

This paper cites Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment.

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.603885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.603885Z digest=sha256:2baf5445cbc9bf31f0e5795e363a29ea678707680a6206da314c903a74be71bd

Observation b565408f-0ff1-4518-9716-6b0cfebd6b91 · outbound

This paper cites The geometric realization of a semi-simplicial complex.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:19.784263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.608610Z digest=sha256:bfad2852fb04b87a4db19c459fc43453dea2e8c7f2cfce58d3f5c96cc14c90a5

Observation f4778df3-940c-4a5e-8976-5b2ae2d48a8a · outbound

This paper cites Levels of AGI.

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

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:46:19.768361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.613336Z digest=sha256:fea277b4114db7dbd217f818a9416e2b51f4b3277475391955bace5d70bf795e

Observation 0118f38a-0e8b-4be4-b0d4-21998de61ce4 · 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 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:46:19.753085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.617921Z digest=sha256:ef52efe5bf73b1d68e3bf42c4a25f1a410d0bb9c92c510ce5a3ac93bd50de2c8

Observation 34e019db-092c-4b73-ac24-5ed07134157a · outbound

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.622674Z digest=sha256:b514c50cc78bf1e880d2ed174a459118484e6410999ab58cf16b8763e04c741f

Observation dfbc1f4e-cb9e-4f3b-9900-3e245a1351a4 · 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 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:46:19.723863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.627306Z digest=sha256:2aa97c8f3c942eb187fc5a16456ab19425db189bb22db6053b721eb57a966e8c

Observation e7a1a650-9318-41c6-945c-2dfd9b2c4567 · 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 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:46:19.706856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.631793Z digest=sha256:13df83c2f832bf28d2df6a7430cb47befd65b5258ff458aad2914429c4cf7ce2

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

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:46:19.037400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.636150Z digest=sha256:5b7b8b39d66ee5c0acb167c4ebfe3de8ccf7b4ef6387ff0a44a70d783e86422a

Observation 1fda509a-57a4-4613-bf77-0b385dc56d38 · outbound

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.641049Z digest=sha256:e9728841aaf58009c890623e75447010dc3c38672f88a3f309117f2c95a0a406

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

Resolution
unresolved
no resolver link, observed 2026-08-05T23:46:18.645681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:46:18.645681Z digest=sha256:c90251327b4f14c77e7e5a29732a9190446fb16ab9f9ec5cc90169383451a938

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.

source=arxiv_source observed=2026-08-05T23:46:18.650393Z digest=sha256:f38ec5ea4accf69330e9aa98745a32e85d78b28f989e43b199ac9a3f7db7cc6d

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.655167Z digest=sha256:d821da8c10289b4c052742b0c020d5ec45ee218d57ef2d5944d11af1cfd258a8

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.659633Z digest=sha256:141c1fb6be4992514aef2f8390194d9ef9dfc57ee576bba229b4d1e3b51e93e6

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.

source=arxiv_source observed=2026-08-05T23:46:18.664258Z digest=sha256:18b9785bc925b2f5aad5a35a2235643fb092bd5ef47545c5a6cbd1a09f153cd8

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.

source=arxiv_source observed=2026-08-05T23:46:18.669003Z digest=sha256:f85e096ee5a495e7d46e1a16ff65699d38c202f97b7bd11527808968fa86b8c4

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.673745Z digest=sha256:36085b7da901f9c43b8376a67a6780716fa3b867d9fdeb79bfd4b5cd4326c74a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.678280Z digest=sha256:1e36a73c2ffd3bdf63c19b3c9b75fb8ef2794e7b70a00a9a4e824697c600067c

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:46:18.682829Z digest=sha256:bcb44f754fccf4fd13a99fbe3d0a1addb6e22130f01bc1d12fb27b27fce2ad30

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.

source=arxiv_source observed=2026-08-05T23:46:18.687347Z digest=sha256:4e0978bb14c9bc2771078efd7ada6aceea8998df56937c5013b6f9d99a281f5c

Pith citing papers

No inbound Pith citation observations are available.