Paper Citation Record · LEDGER

Enhancing BERTopic with Intermediate Layer Representations

As of 21 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2505.06696.

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

pith.paper-citation-record.v1
2505.06696 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:39:21.836340Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

35 of 35 outbound references displayed

verified exact7
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 526e3898-9f47-45b8-88c3-6de121d39f32 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.666208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ded09a97-6d48-466f-8bb5-8791eefa7924 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.673090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1105e60d-679f-423e-a85e-ebed57b798f2 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.678289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 432fe44c-faf7-497d-a4f4-176f2002d2f9 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:23.268553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0aae68d8-29cd-42f8-8c77-dc667535d480 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.689703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c3170d-26b2-49d1-961d-3609f5009438 · outbound

This paper cites Dieng, Francisco J.

Enhancing BERTopic with Intermediate Layer Representations Dieng, Francisco J

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.695949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06a1b278-afbb-4946-945a-d94761f52ed0 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.701111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16ad9b86-9567-4b1d-a64d-421d93ad8d73 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.705455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27cd193e-706a-495f-9c8f-6cc76fbd62b9 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:23.242168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 60a1eb8b-b449-4296-944e-fa6d0cadb7a4 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.714800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a013946-846b-4695-b7f1-ed3a8dfee079 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.719891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e49a7598-8f2c-4cbf-8633-7af46fd6e9f3 · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

Enhancing BERTopic with Intermediate Layer Representations BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.725527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26e31d3a-0ae3-474b-9486-e622f56274ec · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.730057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e4c7099-9642-4c9b-86f6-cdf98811e801 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-15T22:39:22.016969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b96f24a2-51fe-4a5d-993c-d509a5e858b3 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.739729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cab21ccc-c8db-4705-9878-db60db32be13 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 16

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T22:39:22.738876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ff0a32f7-e319-4c67-8e41-5fefc6cf6806 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-15T22:39:21.988549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 989263c9-876c-4e9d-9d78-2c8bb0c04b6e · outbound

This paper cites Universal Text Representation from BERT: An Empirical Study.

Enhancing BERTopic with Intermediate Layer Representations Universal Text Representation from BERT: An Empirical Study

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.754517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a215e50f-9031-4aaf-b93f-a84c1a06f3f9 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-15T22:39:21.970056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 66179c2e-efb4-4678-960e-29ca88ff4419 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:23.044170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7281592e-8312-46b4-8608-69b293cc2df6 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-15T22:39:21.952533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fd464846-3cc2-4898-9a7d-f614073daf63 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.776082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1aa4228-25f5-4482-a49f-801127c8babf · outbound

This paper cites Raju, Vasudeva, Bharath Kumar Bolla, Deepak Kumar Nayak, and Jyothsna Kh.

Enhancing BERTopic with Intermediate Layer Representations Raju, Vasudeva, Bharath Kumar Bolla, Deepak Kumar Nayak, and Jyothsna Kh

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.780936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec421fb4-e6aa-4cc3-ba9b-717648c39c21 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-15T22:39:21.924423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1bd22c78-b42e-4c7a-81d3-160eb9ed3eb0 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.789608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d1ba2e6-647b-4bed-8679-66f6f907d570 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:23.025375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee82f64e-89ff-41ea-a32e-6e78b4073375 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 27

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T22:39:22.484276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bd2e9e03-da4c-4685-a3d4-dd2ddbc4618d · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.803756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a6b36f7-1486-4c2a-992c-efd131ecab86 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.808310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 491cc542-f8c9-41be-8618-99aca21d0ffb · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-15T22:39:21.895740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ec6e93eb-4a67-4716-831d-09b6a3e1c012 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.817056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d08d57c-9d48-4ef2-a01d-78b918a06159 · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.821426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a5916a-481d-41cc-b3b2-1b7cec9c9a5b · outbound

This paper cites an unresolved cited work.

Enhancing BERTopic with Intermediate Layer Representations Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-15T22:39:21.877836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 16c28ac9-6f4b-480b-aa89-b313445aaa1d · outbound

This paper cites online" 'onlinestring :=.

Enhancing BERTopic with Intermediate Layer Representations online" 'onlinestring :=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.830249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3823597-8b50-4514-b0ea-46361b736e9d · outbound

This paper cites write newline.

Enhancing BERTopic with Intermediate Layer Representations write newline

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:21.836340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.