Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:50:36.372425Z
Paper Citation Record · LEDGER
Refining Labeling Functions with Limited Labeled Data
As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2505.23470.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
39 of 39 outbound references displayed
- verified exact5
- verified fuzzy13
- unresolved21
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c328f287-2479-4a2f-82fc-4824113ae5ae · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:43.334514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 877a1e61-0dab-4e8a-8a8b-aeebc8c2df3c · outbound
This paper cites Almeida, José María Gómez Hidalgo, and Akebo Yamakami.
Refining Labeling Functions with Limited Labeled Data Almeida, José María Gómez Hidalgo, and Akebo Yamakami
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:43.108976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d33f7d3c-14bd-4919-a3a2-1827f24a3d4e · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:50:33.061538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e56352c2-57b4-45e3-bce9-1a84b4c03c24 · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:42.881537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 38c2b577-fcd9-414e-ade1-d04a7d8d5a49 · outbound
This paper cites Optimising Human-Machine Collaboration for Efficient High-Precision Information Extraction from Text Documents.
Refining Labeling Functions with Limited Labeled Data Optimising Human-Machine Collaboration for Efficient High-Precision Information Extraction from Text Documents
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T12:50:37.330129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2617c675-b21c-416b-b60e-d8a37f5295d6 · outbound
This paper cites Wallach, Jennifer T.
Refining Labeling Functions with Limited Labeled Data Wallach, Jennifer T
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:42.666690Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca41cebc-adfb-4bd7-ab15-d2832fc00798 · outbound
This paper cites Lai, Roopak Sinha, and M.
Refining Labeling Functions with Limited Labeled Data Lai, Roopak Sinha, and M
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:42.420267Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 673ee42e-8a69-4f90-ba98-83eb88bc41c6 · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:42.221417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e27e81bb-2968-4b5b-9b8b-6f611f9dc46c · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:41.996736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 77459ee7-44cc-40d0-a56a-19c34ef18246 · outbound
This paper cites 2008.Linear and Nonlinear Opti- mization 2nd Edition.
Refining Labeling Functions with Limited Labeled Data 2008.Linear and Nonlinear Opti- mization 2nd Edition
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:41.745138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 086243de-392c-4cea-b898-8a1bdf324282 · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:41.589571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c0a2a252-f6f6-4bd3-8c6c-6b73bf5adf87 · outbound
This paper cites WeShap: Weak Supervision Source Evaluation with Shapley Values.
Refining Labeling Functions with Limited Labeled Data WeShap: Weak Supervision Source Evaluation with Shapley Values
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T12:50:37.107721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 96805446-61e2-40ea-a702-8c8a7d3e979b · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:41.391956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 662c6b80-9b64-4506-baa7-aa53729c973d · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:41.231129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 654e25ea-35c1-43c2-bad5-4824b3fed7e4 · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:41.044265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3eaf2536-1385-4b90-b751-c4501981a9e1 · outbound
This paper cites Kotsiantis.
Refining Labeling Functions with Limited Labeled Data Kotsiantis
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:40.847890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50e31e35-8602-466d-8388-77615217d841 · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:40.685275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e27a1596-cce2-4a19-9069-33c98d814eb7 · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:40.474075Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 17daf73e-1f6d-4b82-a419-5f348e112b1d · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:40.300958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 38a358b7-7700-42e2-ad72-705a6c8fade8 · outbound
This paper cites Maas, Raymond E.
Refining Labeling Functions with Limited Labeled Data Maas, Raymond E
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:40.080073Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e32e9ccb-f835-451e-85fe-29bfb51eaf54 · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:39.938851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0f540d5e-375f-4c50-96e8-221cdbbdeb8f · outbound
This paper cites Northcutt, Lu Jiang, and Isaac L.
Refining Labeling Functions with Limited Labeled Data Northcutt, Lu Jiang, and Isaac L
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:39.716547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1dad5b0b-94a3-4dde-ae8f-f347e11806ac · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:39.517501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cee43d29-773a-41bb-9c97-e29757d0974d · outbound
This paper cites Bach, Henry R.
Refining Labeling Functions with Limited Labeled Data Bach, Henry R
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:39.303413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation db284445-e560-4006-b6c7-3d665d1fd97c · outbound
This paper cites Ratner, Christopher De Sa, Sen Wu, Daniel Selsam, and Christopher Ré.
Refining Labeling Functions with Limited Labeled Data Ratner, Christopher De Sa, Sen Wu, Daniel Selsam, and Christopher Ré
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:39.132698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac2ff882-2587-40a3-9b9c-2c84dfda60ae · outbound
This paper cites Ilyas, and Christopher Ré.
Refining Labeling Functions with Limited Labeled Data Ilyas, and Christopher Ré
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:38.977112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 33c8f369-f587-495e-a86d-4a8f80869b3f · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:38.841314Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 411b014f-39ec-41a4-ac67-7c312354e7c7 · outbound
This paper cites ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision.
Refining Labeling Functions with Limited Labeled Data ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T12:50:36.921301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation faf75e72-ad25-4ed1-92be-bb0c6368615a · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:38.628113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f022cc1e-0768-4dc1-a608-e10f291e786f · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:38.440392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa4ebba6-88bb-4966-9e05-5c197276fb0b · outbound
This paper cites Alfred: A System for Prompted Weak Supervision.
Refining Labeling Functions with Limited Labeled Data Alfred: A System for Prompted Weak Supervision
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T12:50:36.696336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 07cc6510-2e6d-4b9f-a543-cf889612019a · outbound
This paper cites Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach.
Refining Labeling Functions with Limited Labeled Data Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T12:50:36.534854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 786d2e69-08f7-4803-a8d8-e065e40912eb · outbound
This paper cites A Survey on Programmatic Weak Supervision.
Refining Labeling Functions with Limited Labeled Data A Survey on Programmatic Weak Supervision
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:50:35.903602Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91977a06-2674-4463-96cb-241010c87b39 · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:38.053083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ecd9e82b-dbee-451e-a4a2-2a06ea9f270e · outbound
This paper cites WRENCH: A Comprehensive Benchmark for Weak Supervision.
Refining Labeling Functions with Limited Labeled Data WRENCH: A Comprehensive Benchmark for Weak Supervision
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:50:36.061047Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dae6110c-1154-4e5b-b1b4-183e9b6c0735 · outbound
This paper cites an unresolved cited work.
Refining Labeling Functions with Limited Labeled Data Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:50:37.911170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 29172865-a106-4f15-8107-122544943314 · outbound
This paper cites separates.
Refining Labeling Functions with Limited Labeled Data separates
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:37.563811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e88400e-a755-4f80-8cc4-eea8eaa675fb · outbound
This paper cites InEMNLP-IJCNLP.
Refining Labeling Functions with Limited Labeled Data InEMNLP-IJCNLP
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:38.250235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac645bac-e8c1-4d8d-b560-0b9c5dca7683 · outbound
This paper cites In2023 IEEE 16th Pacific Visualization Symposium (PacificVis).
Refining Labeling Functions with Limited Labeled Data In2023 IEEE 16th Pacific Visualization Symposium (PacificVis)
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:50:37.732027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.