Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T14:58:28.868802Z
Paper Citation Record · LEDGER
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings
As of 12 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2508.20701.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
19 of 19 outbound references displayed
- verified exact2
- verified fuzzy14
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 47342c00-862e-4dfe-a957-9478ad51db21 · outbound
This paper cites Structured versus Decorated Cospans.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Structured versus Decorated Cospans
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T14:58:29.523885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1c00e3c4-f50b-4e94-b51d-ca16e5415a12 · outbound
This paper cites An enriched category theory of language: from syntax to semantics.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings An enriched category theory of language: from syntax to semantics
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:32.901770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2faf009e-accb-4f1a-9889-f048b7c7cb44 · outbound
This paper cites Gender bias in word embeddings: A comprehensive analysis of frequency, syntax, and semantics.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Gender bias in word embeddings: A comprehensive analysis of frequency, syntax, and semantics
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:32.645094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0dcbb505-c6b9-4379-8127-13f46a9ac0e3 · outbound
This paper cites Representable markov categories and comparison of statistical experiments in categorical probability.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Representable markov categories and comparison of statistical experiments in categorical probability
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:32.399269Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 92e83c1e-151c-46f0-9bfd-4b48ad5d5797 · outbound
This paper cites Palanca, and V.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Palanca, and V
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:32.114058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 88851910-6f12-4732-b514-3e3fde9763d7 · outbound
This paper cites Decorated cospans.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Decorated cospans
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:31.872090Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0d8eccc9-40c8-4f8b-a7d3-f4a635130edd · outbound
This paper cites Backprop as functor: A compositional perspective on supervised learning.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Backprop as functor: A compositional perspective on supervised learning
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:31.680511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b3be4334-3061-45f0-845c-939481b07ac3 · outbound
This paper cites Word embeddings as metric recovery in semantic spaces.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Word embeddings as metric recovery in semantic spaces
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:31.333172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 777ffcdf-aa52-40ed-b074-de853ba7c0a0 · outbound
This paper cites Beyond word embeddings: A survey.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Beyond word embeddings: A survey
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:31.103319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 94463a54-f5ec-46ce-91a0-3d51a59a518f · outbound
This paper cites Basic concepts of enriched category theory , volume 64.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Basic concepts of enriched category theory , volume 64
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T14:58:27.874975Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b496008f-19cd-4d91-b879-ef61a074c34f · outbound
This paper cites Neural word embedding as implicit matrix factorization.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Neural word embedding as implicit matrix factorization
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:30.852052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e9d40d52-b784-4325-b05b-d5c5bb57384a · outbound
This paper cites Corrado, and Jeffrey Dean.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Corrado, and Jeffrey Dean
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T14:58:28.083311Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 819f351f-6590-40ca-94d6-fa465d820d8b · outbound
This paper cites Polynomial functors: A mathematical theory of interaction.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Polynomial functors: A mathematical theory of interaction
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:30.640371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 87b072c3-f34d-4218-a4ed-4ab59dc10c1c · outbound
This paper cites Markov categories and entropy.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Markov categories and entropy
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:30.378257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7786d529-384d-42ce-8edb-adbb0b4dedc3 · outbound
This paper cites Using Enriched Category Theory to Construct the Nearest Neighbour Classification Algorithm.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Using Enriched Category Theory to Construct the Nearest Neighbour Classification Algorithm
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T14:58:29.258628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bd8641be-3044-4e6c-a6bb-c39960809d67 · outbound
This paper cites Glove: Global vectors for word representation.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Glove: Global vectors for word representation
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:30.088665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 31a6c3ea-ba58-46c4-9d02-26aed30b972c · outbound
This paper cites Categorical homotopy theory , volume 24.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Categorical homotopy theory , volume 24
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:29.914218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ff63513a-43c5-4617-8f97-aa92b7293ef9 · outbound
This paper cites Category theory in context.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings Category theory in context
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T14:58:28.776545Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5cf4036-5901-4464-8442-68849cc1d058 · outbound
This paper cites A survey on explainable artificial intelligence (xai): Toward medical xai.
Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings A survey on explainable artificial intelligence (xai): Toward medical xai
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T14:58:29.676151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Pith citing papers
No inbound Pith citation observations are available.