Paper Citation Record · LEDGER

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering

As of 19 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2507.00828.

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

pith.paper-citation-record.v1
2507.00828 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:15:08.827793Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy4
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e5eabc2-2d8d-4471-8bd1-815470f74d36 · outbound

This paper cites an unresolved cited work.

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:09.311627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6782a5e4-9537-4383-9f71-0ea47df277f1 · outbound

This paper cites an unresolved cited work.

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:09.226060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bb2a8f9b-2df4-4727-9cb3-89df77f03b3c · outbound

This paper cites The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs.

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:08.542384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c851f896-3fe4-4cf3-88d1-0bb61524f747 · outbound

This paper cites In Findings of the Association for Computational Lin- guistics: EACL 2024, pages 1760–1773, St.

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering In Findings of the Association for Computational Lin- guistics: EACL 2024, pages 1760–1773, St

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:15:09.474646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9a5dd6a0-f2bb-4199-9ef8-a64bfa08132a · outbound

This paper cites an unresolved cited work.

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:15:09.124329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0b6b259e-d177-43ab-aab2-ffde9ff36a53 · outbound

This paper cites Journal of machine Learning research, 3(Jan):993–1022.

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering Journal of machine Learning research, 3(Jan):993–1022

Reference 2003

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:15:09.568371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 805e2c83-b0cc-44d2-ab0c-08a4abed97da · outbound

This paper cites Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of Topic Models.

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of Topic Models

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:08.616951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d46b144-82d6-4edd-a705-aaadf7a5524f · outbound

This paper cites In Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), pages 206–215, Vancouver, Canada.

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering In Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), pages 206–215, Vancouver, Canada

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:15:09.623998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 99254125-ed0b-4880-9875-dabb959d1208 · outbound

This paper cites Association for Computa- tional Linguistics.

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering Association for Computa- tional Linguistics

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:15:09.403717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 733bb875-18ba-4b7e-b711-a056738e301d · outbound

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

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:08.575447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b35fff01-cf3d-4bff-ad3e-5b8fc01cc91b · outbound

This paper cites AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration.

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:08.631717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a5386a1-c328-48db-81d2-b5becde331ce · outbound

This paper cites banning AR-15s.

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering banning AR-15s

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:08.729599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.