Pith. sign in

Paper Citation Record · LEDGER

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics

As of 21 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2505.16493.

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

pith.paper-citation-record.v1
2505.16493 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:04:16.326718Z

measured 56 of 56 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

56 of 56 outbound references displayed

  • verified exact11
  • verified fuzzy3
  • unresolved38
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d06ac748-f465-4b68-8fc7-51b6af0de5aa · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:23.775266Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.116955Z digest=sha256:bc0346ef2eda778a4b6204bdff0205d317e7dd8834497dd12a97442352ee1616

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

This paper cites Top2Vec: Distributed Representations of Topics.

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.

source=arxiv_source observed=2026-08-07T15:04:14.143502Z digest=sha256:ff2e30424e38eeab459192d676f90ad7eabbb195e9c24af4fda22a2a60c927d6

Observation 30f1da38-da05-4189-8391-0cf9fc73c8df · outbound

This paper cites Berry, Murray Browne, Amy N.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Berry, Murray Browne, Amy N

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:14.182883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:14.182883Z digest=sha256:289ee5a93e30c63d5f36e949643323d6b8f05718441f47023f45d5a062a8c7d8

Observation 98cc3fb7-ce57-4d95-a40b-8a7710e95efa · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:14.211594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:14.211594Z digest=sha256:948ab395b21095b0c5e0c620d84424ab94436444886834e2de37d9b897c3ffaf

Observation 9ae244cf-92ce-4786-a02a-475f21c22786 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:14.236761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:14.236761Z digest=sha256:4e962d4baef48639780eca553f2569b33434ddf756cb3086b85225bd5222ab86

Observation 64a0c8e4-5a94-4843-961c-6e81ab56c09b · outbound

This paper cites Blei, Andrew Y.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Blei, Andrew Y

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:04:23.552218Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.272916Z digest=sha256:7b2745e3e5023fdcfad53f77876f878ed0123acc050b39ec8f2cd54bb3dc4dc8

Observation 1031810e-f4d9-453d-b2d0-b3f287a04456 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 7

Resolution
verified exact
raw_fallback, observed 2026-08-07T15:04:18.370093Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.341242Z digest=sha256:7c056349921da586032302d2b4b4f64bfb58dd98289bc68ba670a648333adb05

Observation 452f4db8-f47f-4163-a093-9e0c1791391f · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 8

Resolution
verified exact
doi, observed 2026-08-07T15:04:16.998083Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.402672Z digest=sha256:31fd12ad9721080c955d70242029efd31b4ab02dbf473058b615ad4bb5764dff

Observation 4e5c1e55-9f20-4642-86f2-287bfb7226b9 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:14.417631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:14.417631Z digest=sha256:bc48bc7dc5b2d1d21139cf7be29377c192bf48a20b0cf692615cd2a9e2e582c8

Observation eff179c0-3142-4dc3-a258-3ad96c5353a7 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:23.365421Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.421540Z digest=sha256:ce9f69c19d5b6e67cd2092d4654935d87e97e8c97e2e9a204a6e6ed87eec6db5

Observation 754e08fe-0383-4bdc-929c-b6282dac6c4e · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:23.167603Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.425873Z digest=sha256:7d8f25ee8a5a33caddbee8adae4ce13ec09e2de42bce2e857401257b02b979bd

Observation e6481cc3-8661-49bc-9dea-6706553a2214 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:23.015570Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.475564Z digest=sha256:138ad695f927ae8322f6ad967b70b3878c0d98cb4dd53fb9af6c950ab7d4c0d2

Observation 4d0cb84f-494b-4157-88a1-fa41e603f758 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:22.854268Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.552781Z digest=sha256:70f0d2c8b2329612e9258f9f2199c4e6b603fdee96eeaf84966ed9b471b8834c

Observation 3ab9b148-2c5e-4367-964a-cd0cf715b53e · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:22.650358Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.586826Z digest=sha256:29ce89d6d2647d19b80c82ccae18feabc20d642c21b1671b71a3a3c4be86eb0b

Observation eba3030f-9040-4281-a752-19c34406ecfe · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:22.441164Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.635435Z digest=sha256:76151b179f298afb5598466e425ccd389ab9ece4234372d471d57f63398795b6

Observation ed28eaf0-d99c-4efa-9cf7-15d623748e6b · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 16

Resolution
verified exact
doi, observed 2026-08-07T15:04:16.919052Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.667345Z digest=sha256:d1ea37c1463e601d7533cb10f1752d865986826f4ce41022d11fc3f3332d7425

Observation dcb19b21-d0ac-4815-93f3-ab34baf636bc · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 17

Resolution
verified exact
doi, observed 2026-08-07T15:04:16.833458Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.705344Z digest=sha256:05f958c1ea79a78a9f85fa6edd608be6ce3b29b311ecd173e72b96ba8c671645

Observation 89581f0c-f8ae-48bd-9ee5-7f9b98af24c1 · outbound

This paper cites Gallagher, Kyle Reing, David C.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Gallagher, Kyle Reing, David C

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:04:22.261269Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.737096Z digest=sha256:b3eab8006b44879b6e3c5496b2a249af4d327d65c8bab87417a3b6184c546c47

Observation 9e455ed1-2c87-4ed0-8b37-32d2d795a5f5 · outbound

This paper cites KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:14.774588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:14.774588Z digest=sha256:2ef69866e45e81310b6891c83f1255cddff31e2576a5cc079f0689c5d10bb749

Observation 3764004f-a00d-4c28-8523-1d571e048040 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:22.085657Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.821331Z digest=sha256:da078f4c57a4a87a0ba267a59605825ad8ba8a5a286b24bf539a4f718b04925c

Observation 2f2f1edb-d402-434f-8580-e94e6f7d0561 · outbound

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

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:14.893271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:14.893271Z digest=sha256:49fc971c4bac4f0a13cce6209acc19fe13e6746c59b08b1895df710f84a8ebfb

Observation 3c8388af-3f51-41e4-874e-cce1243aa724 · outbound

This paper cites Semi-supervised NMF Models for Topic Modeling in Learning Tasks.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Semi-supervised NMF Models for Topic Modeling in Learning Tasks

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:04:18.136655Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.929001Z digest=sha256:3503fa941217c70e734a1b7419d84dc2abc835c508a4b4f491fcd634df559d03

Observation 364aa0fd-d8cf-4f7d-987a-1c1fca018f22 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 23

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T15:04:17.982183Z

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.

source=arxiv_source observed=2026-08-07T15:04:14.957234Z digest=sha256:e3addd7453a580885f968e94ffece0b06efaa0cba2f7ae2cd913bebf44a9f5ed

Observation ab651fd8-261c-4389-877e-32a7c7318abc · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:21.605293Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.001340Z digest=sha256:66b76b0c333ae82330f0f83cec31bf303700255d9038d8885b3158b0c18e95ac

Observation 4600bc3c-55b6-4564-ba2c-543da47bc756 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:21.269137Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.039283Z digest=sha256:126cf307012470662eec5b2e2f3bf148aca515e31a5542b28925e7d5f35b48cf

Observation cfe71b7a-349b-4c0b-9da3-2b073a9cc0d0 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 26

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T15:04:17.824827Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.078602Z digest=sha256:bc40d95aa75f660c3063eb79f90b27e29f8814a419e5e11199973cef711e6271

Observation 0abeb6b5-c408-49dd-87ff-4f595020dc2f · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:15.123011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:15.123011Z digest=sha256:ac9e2c23ea8ad5c86f4716cc4d1660ac1ba7e17006a3481d296f3ed0578fc629

Observation 07fd5707-0c42-4b4f-80f9-71f0018f9ece · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:21.004279Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.168875Z digest=sha256:5fc62184f0b1dfa193f482b527d3bc7eb77273483ec9cb47f8c8ccef47b6988f

Observation 7668e2a7-a346-481d-9e51-22cde641b777 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 29

Resolution
verified exact
doi, observed 2026-08-07T15:04:16.721895Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.197260Z digest=sha256:c7145030b2c8d1d15d3b296db82551b0a071517b56f9c772c51f3e3b385acb0e

Observation 4b5f0b67-c93a-44cd-a6ba-dd5a66ae82be · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:20.743959Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.226554Z digest=sha256:6e2d66ddbedccd8c315545899e7c27206c672de1b7a642b5d020bf6fcd95df05

Observation d558b0c8-1629-4267-9cfd-ce01898b37f1 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:20.206151Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.230416Z digest=sha256:9d9b97f181ae4a8ac5cbd62d252a69c6b7fd2d0bec0898be540a4f99c39245d0

Observation f409fde3-3fd7-46ed-bf2e-2c0583c13084 · outbound

This paper cites Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:04:17.584763Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.235303Z digest=sha256:0951c97042585985017675eb0d17de580ff28bca3d7e57879b5d17d2f983cf91

Observation d37fbc42-bb35-4ee0-937f-0d1606f3c92a · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 33

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T15:04:17.509239Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.260660Z digest=sha256:9ff2ce12d244a60c6a57a2d4dd6bece73bde360d20577b4a8ebd618ef1bc850a

Observation 549e861a-750f-4dcc-885b-af7af3b98978 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 34

Resolution
verified exact
doi, observed 2026-08-07T15:04:16.665761Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.307487Z digest=sha256:a329e10ec765a504d93d89a59d6e8aae3eaa8675416d8b9a6a4d7719645fb4bc

Observation 3ab1d9d5-148b-414a-b81b-183396716e56 · outbound

This paper cites Chew, Longxiu Huang, Benjamin Jarman, and Deanna Needell.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Chew, Longxiu Huang, Benjamin Jarman, and Deanna Needell

Reference 35

Resolution
verified exact
doi, observed 2026-08-07T15:04:16.540332Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.385387Z digest=sha256:9d345b24237ee93c924520455bd603083a2f562ec80835c3e40d43500c7f5867

Observation 2f7ce886-df3a-48bd-8b85-0cac71e26ecb · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 36

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T15:04:17.381260Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.441996Z digest=sha256:ba397ed592b68ca5a86378d9816a212da5fc577d7d3057fff3af929b22499ded

Observation befc9377-a397-49f9-b87d-ed64069150df · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:19.962191Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.468671Z digest=sha256:d77fc03bad98f17cdf95425b1fc3c9d23bd0ac15e6e1d070807ed75a14f18b78

Observation 75ae3b0e-f673-4127-8d81-f9a2295f19b1 · outbound

This paper cites Lindstrom, Xiaofu Ding, Feng Liu, Anand Somayajula, and Deanna Needell.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Lindstrom, Xiaofu Ding, Feng Liu, Anand Somayajula, and Deanna Needell

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:04:19.766872Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.502695Z digest=sha256:7cf27547729351c3dd858c34ca1f8e1708bc16e4613c8cf7cad641c85fdcbc69

Observation d62f6249-84e8-4185-83d9-3ab69176f70e · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:19.565168Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.530464Z digest=sha256:3d9e44672c3438aa43b549413202a371aac293f43457f8baa45109485939cd70

Observation 306283ef-a56a-44cf-8c1f-58c2a862ca4c · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:19.373374Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.570609Z digest=sha256:0155ec00acea82f925d7c0ba3f5b20673d9f8298327dc966fdeaa203bfd1ed07

Observation 41cd8d83-a108-4e06-b34a-89e52abeeb51 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 41

Resolution
verified exact
doi, observed 2026-08-07T15:04:16.454930Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.616516Z digest=sha256:f8446efbb7af7b7186fa0544a0e72301d7c8ff819c436ec3ff589d21af178163

Observation 88fb6bf6-4e74-4824-95b3-c06f8648fd6e · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:15.647631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:15.647631Z digest=sha256:84767df0646a538420dbca1e2a37b97ea598038e21a3c41ac3978845ec9bc113

Observation 49ac01f5-175f-45d5-9a9d-cd9936c22a18 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:15.708647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:15.708647Z digest=sha256:79718b48a410c8a963597d117ead2043b84f6925c4b44fa7ffbd921307d2b71b

Observation b79cfd92-3f0a-454c-ae1f-8fd1c4bd8373 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:19.187662Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.746293Z digest=sha256:a7e9923b1c8d3a56b65cb87ae2e2d8676da8de9e968c95f9c5abc93fc5381109

Observation c1e27924-e685-4cd6-a672-57b171e42706 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:18.987303Z

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.

source=arxiv_source observed=2026-08-07T15:04:15.816166Z digest=sha256:70cb33d0e425bd4f018d1dc60679dd561868cec481e694ef1f8d165283bf5959

Observation f53854a7-1ffc-4c75-9070-f95d583c3c37 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:15.959713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:15.959713Z digest=sha256:e580c19279b1e69931a944f368abe6e2260d1b88554aeafb2f83bca519206d96

Observation db413f19-54cd-4857-89d8-03e81af21f2f · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:15.992105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:15.992105Z digest=sha256:c26b16ed7e504629922eca72f4a6f6c75d6d5bcb7c5733fb3d84c0ad98de5771

Observation d5781dfc-26fb-4d9c-85ed-00b7b26315ad · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:16.070965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:16.070965Z digest=sha256:817c9d1597f6bafe93b57b0819dc6aea247f68550eb6a3300358907ed5e8fef5

Observation 3183d2eb-7355-432b-ac37-65f3894f342e · outbound

This paper cites A Survey on Neural Topic Models: Methods, Applications, and Challenges.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics A Survey on Neural Topic Models: Methods, Applications, and Challenges

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:04:17.184098Z

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.

source=arxiv_source observed=2026-08-07T15:04:16.103266Z digest=sha256:7dd9ef5bf472fe769db39a809be015092f100fd04cc69bfff9aee282a764e1f6

Observation 370461ec-de39-4da6-8556-c6acfbefaa19 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:18.791761Z

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.

source=arxiv_source observed=2026-08-07T15:04:16.139264Z digest=sha256:3629ec4f01f144d0cbd01553a43fe98f005f67744824173e73d19c1b465fe72e

Observation 3d307985-ec87-4bed-8b52-916fb0fd15f0 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:16.161776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:16.161776Z digest=sha256:784904df66d0195e96109f26a7aec73784d7025bee577301cedeb16d24a64b5f

Observation 90d0d072-136c-42b5-b96d-081da7e24a4c · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:18.614578Z

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.

source=arxiv_source observed=2026-08-07T15:04:16.165949Z digest=sha256:5e8d6064ef1a7aaaab173546947a479e6239cdbf7c62ec6e373b7259b46b0272

Observation f83fc67c-3251-4fcc-b4a0-5865e78631eb · outbound

This paper cites Topic Modelling Meets Deep Neural Networks: A Survey.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Topic Modelling Meets Deep Neural Networks: A Survey

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:16.190572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:16.190572Z digest=sha256:3b20f40a513ab412701c905b2a780a86a991a6f0e6637efb1aac6a9ec0b1f52d

Observation 412a3841-4cdd-4919-9db4-ccd4e0a3cf24 · outbound

This paper cites an unresolved cited work.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:04:18.523844Z

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.

source=arxiv_source observed=2026-08-07T15:04:16.252587Z digest=sha256:e9050729028b3aa4aab0526b5514bdfa6589a833d593ce6cf9527e7062ef10cd

Observation 90e65681-f42c-448b-9db8-2c6e2c78c772 · outbound

This paper cites online" 'onlinestring :=.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics online" 'onlinestring :=

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:16.292400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:16.292400Z digest=sha256:84795cb502c70499c955bfed7df8f23b39a88e97399ca6c06d06d512fdfae7fd

Observation f0681544-6a35-4522-8a63-b244001686af · outbound

This paper cites write newline.

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics write newline

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T15:04:16.326718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:04:16.326718Z digest=sha256:c487061f2f4f8a3e950a2bebfc22fe392af49e55dd3808c3fed128da41cc1d99

Pith citing papers

No inbound Pith citation observations are available.