Paper Citation Record · LEDGER

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora

As of 20 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2504.19209.

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

pith.paper-citation-record.v1
2504.19209 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T06:01:38.804810Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

21 of 21 outbound references displayed

verified exact1
verified fuzzy2
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 22aed49a-aa0e-429a-91e7-feceef47d1f7 · outbound

This paper cites online" 'onlinestring :=.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.725501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 806c1f99-0563-4c26-b468-c9b1b6503103 · outbound

This paper cites write newline.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.730712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d54a3abe-b530-4285-aea9-1ea3d2277b80 · outbound

This paper cites an unresolved cited work.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:01:39.188497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3560cb49-ec77-493b-b67f-f3815977f6af · outbound

This paper cites an unresolved cited work.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:01:39.174992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fe2d1e2b-749c-44b7-99ea-813c59e354df · outbound

This paper cites an unresolved cited work.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.742145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 319bb33f-c118-4004-b99a-c9d3f49510d5 · outbound

This paper cites an unresolved cited work.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.745917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3346eab7-b6f4-4897-adc8-4c4aa6ee6283 · outbound

This paper cites an unresolved cited work.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.749567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f083bcf-5178-453a-a046-5aa312a91e12 · outbound

This paper cites an unresolved cited work.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:01:39.151513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3964257e-2b55-4996-9710-8594c47e18f4 · outbound

This paper cites Chang, Jordan L.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Chang, Jordan L

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T06:01:39.137613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a80e5053-ff95-4d91-b27c-828a9da82006 · outbound

This paper cites Clarysse and M.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Clarysse and M

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T06:01:39.124465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2642cd40-f7a1-42a2-9496-c37255bec709 · outbound

This paper cites The Dynamic Embedded Topic Model.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora The Dynamic Embedded Topic Model

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.763308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4574fbd7-52d6-45c8-9d19-e198dcbc6a61 · outbound

This paper cites Topic Modeling in Embedding Spaces.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Topic Modeling in Embedding Spaces

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.767637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 769fd307-0431-4b02-b99c-862c288de27d · outbound

This paper cites an unresolved cited work.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:01:39.112368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6c8a27b0-a0e8-47b8-87e8-5e6efc6660c1 · outbound

This paper cites Efficient softmax approximation for GPUs.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Efficient softmax approximation for GPUs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.775754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5721ca75-adc6-4c95-9a12-c343c7350eaf · outbound

This paper cites an unresolved cited work.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:01:39.098808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 54ca6e16-5d84-49fb-aeab-59bab4cf808b · outbound

This paper cites Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.783498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e359348-e5da-4e06-a5b8-83cb9d6b986b · outbound

This paper cites Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.787679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 594f5a82-afda-46c8-bcdf-55373a25656f · outbound

This paper cites The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.792009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cd49016-9fe4-4c25-93f4-c52e0b001746 · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Efficient Estimation of Word Representations in Vector Space

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:38.796100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2fbbeb8-686c-4587-9f7a-8038789acbf2 · outbound

This paper cites Augment and Reduce: Stochastic Inference for Large Categorical Distributions.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Augment and Reduce: Stochastic Inference for Large Categorical Distributions

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-16T06:01:38.844292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fc483d60-66f6-419e-97d3-1c5a5afd51ab · outbound

This paper cites an unresolved cited work.

Dynamic Embedded Topic Models: properties and recommendations based on diverse corpora Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:01:39.084633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.