Paper Citation Record · LEDGER

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models

As of 18 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2501.00828.

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

pith.paper-citation-record.v1
2501.00828 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:46:05.197534Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:11:12.007786Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T17:11:12.355709Z

Reference resolution

45 of 45 outbound references displayed

verified exact0
verified fuzzy3
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c80ce695-bcf9-4706-8945-0bc66f7bb8db · outbound

This paper cites online" 'onlinestring :=.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:04.974118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16ecd413-4377-459d-981e-b1e174b625cf · outbound

This paper cites write newline.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:04.980546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df7c085-c100-4b28-b436-6e7635b52ed8 · outbound

This paper cites GPT-4 Technical Report.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:04.986173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c02f36-f0df-4e43-abe3-8c60a48ac359 · outbound

This paper cites Aliakbar et al.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Aliakbar et al

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:05.925096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0d60c4d2-6ced-475a-8ed7-26bb5f9c4865 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.908562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3f11af91-d94b-49c8-b20c-4dca089dd5fb · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.893002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 71d8d378-b0f7-4805-837f-c47cfd7b9e1a · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.006359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 780a9be8-a8d1-4b35-af05-adefaec86de8 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.865798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d9c8b80d-c069-4db3-9bc7-b581be9114a0 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.849589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 380ddf0d-c770-4ce4-89d4-512180216280 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.021801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bb89e5f-2117-40c0-8565-f50c70ed4d51 · outbound

This paper cites Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.026696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fb53c20-9e8c-4860-9cdb-8f5009ef4e28 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.821165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 044ad599-d056-4341-a215-41e4f288374e · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.036980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfb7d42d-316e-4aca-a963-4a24884df3a8 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.042139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 405cb61d-66eb-4d8b-a975-632ed3ea4207 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.792786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cd987bca-ed0c-4d6a-8d4c-3a87491a63d8 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.776306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e14aa329-4c02-4d31-9703-6f9f4c26cfcf · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.758307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b84b9f81-2e1d-4661-8e1b-e6064614d511 · outbound

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

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.061634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0465d04f-a6d9-451a-b29f-fe437856e3bf · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.066668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4adb9e9f-7a99-46b5-a6d1-e83f1449fca7 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.730219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d55b33a7-0e5b-4080-8288-854669566594 · outbound

This paper cites Holland et al.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Holland et al

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:05.708169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d877e850-71b4-410a-9555-29cfef542300 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.692589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0365e431-72c5-49db-a977-1fb7aa2419d3 · outbound

This paper cites Mistral 7B.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Mistral 7B

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.086428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abcd691e-d32b-489a-b685-464659d16ef9 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.676965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 30694cf9-f319-4276-a099-a56dabbc504a · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.660094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0bb42136-7be6-467d-9bc6-cb507f6df183 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.642774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f3e83ac0-951e-483d-8f62-f43461b2ad9f · outbound

This paper cites Gonz \'a lez, and Thamar Solorio.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Gonz \'a lez, and Thamar Solorio

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:46:05.626952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5db37d92-81fd-4922-ae00-f0d2ba7b9ba1 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.609783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dbc075bd-8dbd-47cf-8fc8-edf1f196864d · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.590533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9bc3ae24-b977-43eb-82e3-d83a9512e81b · outbound

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

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.121182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1dba00a-e6ee-46cc-b579-1f80c1971e59 · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models MTEB: Massive Text Embedding Benchmark

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.126836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afc1cc96-e67d-456b-8ad6-85aad51323a9 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.572521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 40a6a4a0-eb6b-48ff-93a0-37e1db4b480a · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.556005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b8270412-650a-447f-b8dc-6f80a7f4fb71 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.539323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ac07cfce-f5c1-4f52-8b99-add8f3d11d0f · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.148054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c37e9f55-92a4-47ef-b89a-2f1f51f26f1b · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.519116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation de711671-2b43-47b4-a0a9-600e78d3b0c4 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.158339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d48187e4-4913-4eda-9630-b702001545ec · outbound

This paper cites A Tutorial on Principal Component Analysis.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models A Tutorial on Principal Component Analysis

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.163555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7baf5a58-ed5e-4277-a872-ee8032a96e85 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.487340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aa19f343-cd06-41d8-aeb1-e928b9de9f18 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.469479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 30432dd7-0ab0-4720-ae6f-b899099fe950 · outbound

This paper cites A Lexical, Syntactic, and Semantic Perspective for Understanding Style in Text.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models A Lexical, Syntactic, and Semantic Perspective for Understanding Style in Text

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.177765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b50239c3-581d-4e58-8e18-65d3d9382368 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.451388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 33ea07d2-225e-44d8-9307-94ed1e722414 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.434749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation edfeadaf-7d16-4cc6-89ef-5ce6c4c3f816 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:46:05.417300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9ba93025-d44d-4ebe-bc44-69a2b7cf8214 · outbound

This paper cites an unresolved cited work.

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T22:46:05.197534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 4da65083-782e-4379-9a11-867be570349f · inbound

Spacer: Towards Engineered Scientific Inspiration cites this paper.

Spacer: Towards Engineered Scientific Inspiration Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models

Reference 72

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:11:12.360063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.