Paper Citation Record · LEDGER

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn

As of 15 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2607.24783.

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

pith.paper-citation-record.v1
2607.24783 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T10:31:28.485832Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

44 of 44 outbound references displayed

verified exact0
verified fuzzy0
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5e9e05b-5db0-4533-ac3e-e6df4d45e8f4 · outbound

This paper cites LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:23.395403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7de34ec7-f6b8-41b3-b698-738d861fa79f · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:23.483834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 462e9078-7a4b-4b4d-8daf-b29750f3a832 · outbound

This paper cites Boselli, M.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Boselli, M

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:23.562473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 420ddc0d-8a14-43a8-b70f-c7f2741fe245 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:23.629632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2db9f16f-ab44-4980-8c32-666b3b7e861f · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Scaling Instruction-Finetuned Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:23.731739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48b49e9b-d301-4b16-838f-d7e3922b863a · outbound

This paper cites Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:23.824054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13283ff6-834d-4330-8b4b-80b77d17768e · outbound

This paper cites Colombo, F.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Colombo, F

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:23.922227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb6107c-33ae-423a-8645-b9eab827b315 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:24.016490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66c1f16f-e0ac-4fa5-9307-0d8591bb9530 · outbound

This paper cites JobBERT: Understanding Job Titles through Skills.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn JobBERT: Understanding Job Titles through Skills

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:24.114856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c61262b-8fc3-4211-97d9-5e33043efa65 · outbound

This paper cites Decorte, S.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Decorte, S

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:24.249499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f887478-89c9-40cf-b654-ab64de8db750 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:24.526439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd321b09-8514-4930-88d4-120ddd523005 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:24.676786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd5d5419-cca1-41ea-95b4-c6d739effd8e · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:24.780945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab832213-c095-426c-8e05-99e955d3603d · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:24.895967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f422d680-47b9-46ad-8e90-a1a46ef10a17 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn LoRA: Low-Rank Adaptation of Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:25.016235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36f60a7d-f6ff-4256-bc33-f6d0f67f5320 · outbound

This paper cites Ikudo, J.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Ikudo, J

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:25.136396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31b76e56-68ac-434e-957e-2f40b6deba23 · outbound

This paper cites Javed, Q.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Javed, Q

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:25.253519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e72a482-9e1a-41f3-8c26-3a6e0240e557 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:25.364150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32bb67eb-f5aa-4b52-9afc-fedc70056cf1 · outbound

This paper cites Dikaiakos, Dimosthenis Stefanidis, and George Pallis.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Dikaiakos, Dimosthenis Stefanidis, and George Pallis

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:25.465464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 843a1533-9ffb-4d4e-a6fb-50f46b4cf935 · outbound

This paper cites Kouretsis, A.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Kouretsis, A

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:25.663724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0e4a897-58e1-46b6-a3c1-b166bdf43d90 · outbound

This paper cites LLM4Jobs: Unsupervised occupation extraction and standardization leveraging Large Language Models.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn LLM4Jobs: Unsupervised occupation extraction and standardization leveraging Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:25.782121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fbbffbe-6eed-4e8b-8aa0-342f54c3a911 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:25.897644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcc49011-4588-4a7f-8961-da8d4e1e5a5c · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:26.038344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 034cee68-bd57-4483-9a98-9558411fc2c9 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:26.184806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76529e07-8350-4ff4-a2d4-516e3784c03f · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:26.300086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4fc7263-6e52-430f-a7aa-a9a7e12d977a · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:26.434641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 755e8a1f-e3e8-4c86-9f9d-8582e4f05426 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:26.599917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05e2d1f5-ed74-4588-ae79-84e3091ade08 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:26.714505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61776c2f-8454-4604-9487-9f9bc6b8d956 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:26.786344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93633356-76e3-46b7-9855-d62ae5911593 · outbound

This paper cites GPT-4 Technical Report.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn GPT-4 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:26.942406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9af1d129-5933-426d-a0f3-bc0b6091dac7 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:27.048690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4afa188-cb5a-4380-9f7c-31b3d4bbba91 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:27.157375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e3fc15c-7b1a-444d-b5c8-2a8e3fd1db7a · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:27.287442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df88b8ed-c2a4-4c19-b283-1b1a98d2e800 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:27.431485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60909c2a-51c6-459e-9180-f1a8a7bef9db · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:27.560195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47cfe419-5fd5-4b0b-8ad6-8e80b6f91946 · outbound

This paper cites Qwen3 Technical Report.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Qwen3 Technical Report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:27.736009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20bbcac1-4700-4c48-a1f3-927d92c17981 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:27.868272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc194d10-5449-4823-a6b0-85a6c752fd79 · outbound

This paper cites Text Classification in the LLM Era -- Where do we stand?.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Text Classification in the LLM Era -- Where do we stand?

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:28.032454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4016ea53-ac20-4bea-8ce6-d3952f63d6dd · outbound

This paper cites AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:28.193720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e610ea3-0946-40a6-a21d-ade37d9e8188 · outbound

This paper cites Dai, and Quoc V Le.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Dai, and Quoc V Le

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:28.308848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c70c6f6-0edd-42c5-91b0-1824f48e505d · outbound

This paper cites Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:28.407797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fffef975-f601-487e-b05b-393562b18a02 · outbound

This paper cites an unresolved cited work.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:28.485832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e73c984c-12b7-4f19-a127-c2143e4eff94 · outbound

This paper cites Extreme Multi-Label Skill Extraction Training using Large Language Models.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Extreme Multi-Label Skill Extraction Training using Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:24.391229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c3ef659-a299-49a3-bbbf-9994697f1d21 · outbound

This paper cites Large Language Models For Text Classification: Case Study And Comprehensive Review.

Unified Semantic Modeling Framework for Large-Scale Job Understanding at LinkedIn Large Language Models For Text Classification: Case Study And Comprehensive Review

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T10:31:25.576645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.