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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.116955Z digest=sha256:7e8fef1dc1375128be73d8c5deb742e3706f3331eec052ded88394588cadc422

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=sha256:880f0765ed8f5842abe65106384d7b3476b3b41f41318d8bcaa64213c4be6739

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=sha256:638a60027da51aeef07e9419cb19157309be0dc0bf44f47db8e55424aadd804c

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:ecd51b4d25779079d8e23ed4420007efdefc9799fe83e2cf971045acf17ed6a4

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=sha256:2c9e59ddf3e75ae82c650b00eea8435ee32fa98600f10d89aa98c46cd7d0be69

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.272916Z digest=sha256:b6cf11b0c5521f6fd3587ea7f47364d6e55c7c08d7daec3a310b1cc44554a7e6

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.341242Z digest=sha256:2a6e6ba0c20fe28a801e366774f58942b86d4a9b51710aadc74fea4f1c66428b

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.402672Z digest=sha256:a30fa84b7811b7f398c61c32cff4797797600907fb53a6c7f079e0947fa4d1ea

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:da0e26ef823e5dd1ded602316d096a564891a7b1ad81d2a938959daf47d22c27

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.421540Z digest=sha256:864be1d65a6fd5d50f3e1023e5fdf2b005ee132148f080cbf880d9935688e66d

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.425873Z digest=sha256:586f3219fb17778468224ae3a6c3d1799f27bac11cff0fe71cdd7b6d89008ba9

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.475564Z digest=sha256:f3399ea954dd17ac080932def2d15e55d12585b0df0f55e7420c6e2e563a2080

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.552781Z digest=sha256:1c3f701d85baed821ed9ce331b7d85ce630fd3b93a430530e1fb839b803e592d

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.586826Z digest=sha256:cf5fa7fc7b5344e9abe57f5c26ae344fbd6c5938df16ffb259bf4bc8b20e4b69

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.635435Z digest=sha256:73115c054498f61f2e69ee1733c54f47c339556e08b00a8e86808164f6cc1e25

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.667345Z digest=sha256:1a7ee6714157afebbbade766f714d280a3d3adb3f1941910b85cf58fdbca950d

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.705344Z digest=sha256:cd801c04b976180ba089d3e13c0fb113b17c2fb089439ad9600f71ec35524743

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.737096Z digest=sha256:fac881a3d26a78bdd26be69ff3f48c03d0ca4ecb7ecaacb11be46f2952c16808

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=sha256:477ef89b72e00c4ad96a1a5e1547f72754424b5311fa0af9a07cfe20843ad0b0

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.821331Z digest=sha256:74912f9fbf020dcfb53eb13e0b8f983d3fde6f59febeadd3893743b8340440d3

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:fb4a373322119ca0f3d07cfc3f7a3f1becf576e57e444ef431e3c0287cfa5960

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.929001Z digest=sha256:3a3b08b47a7ce2c1531d69a8c17fd9b8dd566c41a6e0cbb9278c96a02d79f428

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:14.957234Z digest=sha256:9ac5f53b6fd5d9f66b1f08c2ba528d187645764bf212967991bbe02bbab73838

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.001340Z digest=sha256:9ca8c7ff079867e52051bc5f805ceef5d9074461b714d1b818dd833b013aa216

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.039283Z digest=sha256:2bf8e4efe40c432bb84fd421a1d24bce7ca53bd8d87c6ebd3a80d7c273c290ec

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.078602Z digest=sha256:db9085dcb96cb65429d09616b3ceba94ab85ba6f8b6feead7ac98437874c1ef1

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=sha256:9a85319a88bdada3e0c9d2ef42bef201ec3673501b7853f53304feba936d9f44

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.168875Z digest=sha256:fa4688f1e2a2a76d6f04fa2383506dace14161bfac9a4824fae7d7ca52e3061c

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.197260Z digest=sha256:14517d001935d267fd6487a6f0cfeb0b89e6980c11df4ec12845b4488ed75172

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.226554Z digest=sha256:e5e5872b54c58568276d4f9f584a21b010f40f1403cb79b01dff955ced5aa626

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.230416Z digest=sha256:ec04824e28937858f6b9f925eb0a15aad9a05aa15cdf421dc13b08f239effd73

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.235303Z digest=sha256:a29ea91c2f41849fc8b457ded929be8706bd891aa7110d20d2dde122c63daf3c

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.260660Z digest=sha256:ac0d0cf962d38a396f86b6ee13f1bb7c40bf434b916f5b37dd1d67f621b10ef0

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.307487Z digest=sha256:c75bdb3bc63022498aa54095e9a212c5d6d3eefb826fb0ac13ef31501825c246

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.385387Z digest=sha256:c10a55e988e0e9ef4822fe62e292d69b16f2db02d0862918da1875d7636f2d26

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.441996Z digest=sha256:b09b42d08557355c255ef4b772bae8693b9668e3fb0f4ebf3b62fcb57199ca57

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.468671Z digest=sha256:03a59c418fc6ea1333952018321286be5ef82690a6a1b2d1406176f6726238c4

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.502695Z digest=sha256:2e9aa827026a4adb010edb026321e7b13e3764259d03af2af0caf3aa8390b9d7

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.530464Z digest=sha256:f4106beeff8341e3c8bda0d2b81c6f961c73e7d30fbac03e2d17712edba1e8ba

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.570609Z digest=sha256:58177a59fc4d6808d7e6db2086121729de5f2569f5bc1387c83450626025c08b

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.616516Z digest=sha256:1ebd07bab12e8f65edc3d9b4b0487b6790067e3f616a9cf3a3c3dcd525db526a

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=sha256:8930abd2f0dc7b331b1bb165d7b74314c581246b9dfe31684b06dea3436f664f

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=sha256:88109a7af9c982d15afd29950ef9dade1fd87e39aee9ebffb9c70efe9708c7f2

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.746293Z digest=sha256:fb110ac917e3a2827f716d4c3d2d8def2441d29a6ed61b2fc8edc3aa9e961aed

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:15.816166Z digest=sha256:ae49166da60fa92540216328986c6322161e016b66ff8999f9440b51ea908ceb

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:d7ca4841f53c9f2007e2701065a50cafbd9c77d28ffeb21525adc1f22a5b5f43

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:f712d31d80a21ad1c079eccc7fd00619d7b306aa69cf3ea38ddaa1ee6113e488

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=sha256:41816597b2d4ebc0a1b66067d5cff3615427c86c4e9b16ae65dbc7e914cbc89d

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:16.103266Z digest=sha256:42893dac4c2ac0e6aa55ebdadb32e6a365adcd611e10ac4c639a2ed8bbafda53

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:16.139264Z digest=sha256:cbe28ec59891abb176c3afd8ef60bd216060ef77c64b6d24b82b36a5ede491bb

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=sha256:2a36ae7010d359f5c1949878ca6cd67287186a842c07a073c058d1e654bf11c4

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:16.165949Z digest=sha256:91c695b6ef3caad2fd132791a24e3787e94f6da434e6b8052bdfcc8c09349c1c

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=sha256:92104f9b9650fed9786244ed86e4ab55467cb5b69c865bde9f598cd7304decf4

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T15:04:16.252587Z digest=sha256:1e29806c1f6e54c1c849ecc60eb3e95ad1754c9ed2c13b470df922277546bdbd

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=sha256:1f2ad406f1d09fdb6b1b5e0c3056df9ab3f3d22d6d084fdbbb288e273911635c

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=sha256:4a016308128941d116317c91f3fb2e6a2611871c3ee3809ba61ac26071e2f6bb

Pith citing papers

No inbound Pith citation observations are available.