Paper Citation Record · LEDGER

Top2Vec: Distributed Representations of Topics

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2008.09470.

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

pith.paper-citation-record.v1
2008.09470 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:04:14.143502Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

36
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5f136b64-5d69-47cb-a711-df2919f87741 · inbound

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics cites this paper.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Top2Vec: Distributed Representations of Topics

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T15:04:14.143502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8199c9a3-c484-4d1b-9f1e-a53dad5ae548 · inbound

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models cites this paper.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Top2Vec: Distributed Representations of Topics

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:36.443460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72208eaf-2867-4839-9f1f-a6a56a895210 · inbound

Conceptual Topic Aggregation cites this paper.

Conceptual Topic Aggregation Top2Vec: Distributed Representations of Topics

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:12.748633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8c641b6-a6cb-4d09-ad38-64ab81942d51 · inbound

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature cites this paper.

Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature Top2Vec: Distributed Representations of Topics

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T21:56:59.156302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74a98a77-5248-4a9f-921a-c69ea169f654 · inbound

GeoMoE: Divide-and-Conquer Motion Field Modeling with Mixture-of-Experts for Two-View Geometry cites this paper.

GeoMoE: Divide-and-Conquer Motion Field Modeling with Mixture-of-Experts for Two-View Geometry Top2Vec: Distributed Representations of Topics

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T10:06:23.567645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7ad7ff7-4d84-40f8-ae3f-388121f39fc4 · inbound

SEADialogues: A Multilingual Culturally Grounded Multi-turn Dialogue Dataset on Southeast Asian Languages cites this paper.

SEADialogues: A Multilingual Culturally Grounded Multi-turn Dialogue Dataset on Southeast Asian Languages Top2Vec: Distributed Representations of Topics

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T22:22:20.218223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29c0689d-3d5f-4a6e-9675-c090151a7064 · inbound

Granite Embedding R2 Models cites this paper.

Granite Embedding R2 Models Top2Vec: Distributed Representations of Topics

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T15:54:19.796015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 800b27c7-05ca-48d0-834e-9c9c51b33b4a · inbound

Hybrid Topic-Semantic Labeling and Graph Embeddings for Unsupervised Legal Document Clustering cites this paper.

Hybrid Topic-Semantic Labeling and Graph Embeddings for Unsupervised Legal Document Clustering Top2Vec: Distributed Representations of Topics

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T13:04:03.936235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb6fc9a7-9af4-4ead-b9f0-b49f7837f9f7 · inbound

Improving Topic Modeling of Social Media Short Texts with Rephrasing: A Case Study of COVID-19 Related Tweets cites this paper.

Improving Topic Modeling of Social Media Short Texts with Rephrasing: A Case Study of COVID-19 Related Tweets Top2Vec: Distributed Representations of Topics

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T08:57:45.244288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b997790a-f9c8-4426-bcf9-a5b184253aec · inbound

Unsupervised Multimodal Graph-based Model for Geo-social Analysis cites this paper.

Unsupervised Multimodal Graph-based Model for Geo-social Analysis Top2Vec: Distributed Representations of Topics

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T20:03:45.197340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e10366ae-7524-44a1-85ee-e7cc89ef4f10 · inbound

Intelligent Knowledge Mining Framework: Bridging AI Analysis and Trustworthy Preservation cites this paper.

Intelligent Knowledge Mining Framework: Bridging AI Analysis and Trustworthy Preservation Top2Vec: Distributed Representations of Topics

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T20:48:32.588680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 65b3fe7f-5470-4ac6-b3e0-67aa912971c2 · inbound

PRISM: LLM-Guided Semantic Clustering for High-Precision Topics cites this paper.

PRISM: LLM-Guided Semantic Clustering for High-Precision Topics Top2Vec: Distributed Representations of Topics

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:48:15.667890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 51264a17-31eb-4bb1-a54a-f7055a9ded27 · inbound

Reasoning-Based Refinement of Unsupervised Text Clusters with LLMs cites this paper.

Reasoning-Based Refinement of Unsupervised Text Clusters with LLMs Top2Vec: Distributed Representations of Topics

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:20:56.163269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d6a9bc8-1177-49b8-98b6-d9d0670a0b09 · inbound

Evolution of Research Method Usage Across the Academic Careers of Library and Information Science Scholars cites this paper.

Evolution of Research Method Usage Across the Academic Careers of Library and Information Science Scholars Top2Vec: Distributed Representations of Topics

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:11:03.826869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6162b8ff-acf2-4af6-9cc8-36ccd1a40f03 · inbound

Much of Geospatial Web Search Is Beyond Traditional GIS cites this paper.

Much of Geospatial Web Search Is Beyond Traditional GIS Top2Vec: Distributed Representations of Topics

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T01:22:01.893982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d82cd89a-dff1-4547-a988-7c9215139561 · inbound

Much of Geospatial Web Search Is Beyond Traditional GIS cites this paper.

Much of Geospatial Web Search Is Beyond Traditional GIS Top2Vec: Distributed Representations of Topics

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T22:05:05.957037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c7db43ae-2dce-4421-b25a-cc3c7599898b · inbound

Granite Embedding Multilingual R2 Models cites this paper.

Granite Embedding Multilingual R2 Models Top2Vec: Distributed Representations of Topics

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-14T18:17:34.946021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 495c9adc-291e-411a-9813-4b63509262a2 · inbound

Traditional statistical representations outperform generative AI in identifying expert peer reviewers cites this paper.

Traditional statistical representations outperform generative AI in identifying expert peer reviewers Top2Vec: Distributed Representations of Topics

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-05-20T07:48:07.512301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 944f7983-1a42-4a47-b2f3-d770539bacd0 · inbound

A Comparative Evaluation of Structural Topic Models and BERTopic for Short, Open-Ended Survey Responses cites this paper.

A Comparative Evaluation of Structural Topic Models and BERTopic for Short, Open-Ended Survey Responses Top2Vec: Distributed Representations of Topics

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:20:22.461978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2d8e73c3-2447-46f2-9cc4-904eee2b5b67 · inbound

From Punishment to Protection: Charting Six Decades of U.S. Juvenile Justice Through Topic Modeling and LLM-Assisted Analysis cites this paper.

From Punishment to Protection: Charting Six Decades of U.S. Juvenile Justice Through Topic Modeling and LLM-Assisted Analysis Top2Vec: Distributed Representations of Topics

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T18:04:57.995394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 36510ac6-d744-4cfe-b3ca-0f29f94312c1 · inbound

Data-Driven Evolution of Library and Information Science Research Methods (1990-2022): A Perspective Based on Fine-grained Method Entities cites this paper.

Data-Driven Evolution of Library and Information Science Research Methods (1990-2022): A Perspective Based on Fine-grained Method Entities Top2Vec: Distributed Representations of Topics

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-27T04:00:28.524168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5a12e5d8-8961-449c-a953-6f1f35f0d2c6 · inbound

A Shared IPTC Topic Space for Cross-Source Topic Modelling cites this paper.

A Shared IPTC Topic Space for Cross-Source Topic Modelling Top2Vec: Distributed Representations of Topics

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T14:49:54.452927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 001a617b-5825-4074-9a8f-323ed5d7d2a2 · inbound

Gender Differences in Research Topic and Method Selection in Library and Information Science: Perspectives from Three Top Journals cites this paper.

Gender Differences in Research Topic and Method Selection in Library and Information Science: Perspectives from Three Top Journals Top2Vec: Distributed Representations of Topics

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:27:34.157082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation afcaea34-83f0-4ac3-a46e-811b2f129e6f · inbound

Non-synchronism in Global Usage of Research Methods in Library and Information Science from 1990 to 2019 cites this paper.

Non-synchronism in Global Usage of Research Methods in Library and Information Science from 1990 to 2019 Top2Vec: Distributed Representations of Topics

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:27:34.224485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.