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Paper Citation Record · LEDGER

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching

As of 18 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2506.19058.

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

pith.paper-citation-record.v1
2506.19058 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:43:32.241411Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

58 of 58 outbound references displayed

  • verified exact7
  • verified fuzzy32
  • unresolved18
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 457b6b8b-38aa-44ac-96b8-435cb500c319 · outbound

This paper cites an unresolved cited work.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T18:43:30.030901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:30.030901Z digest=sha256:ee1d673965cfac120499becd3571f71ded2d0a6347ba4c539eaef025e80854e2

Observation 5d3f53c4-aa07-4bf5-84a0-de2122b2e1bc · outbound

This paper cites Schwab, The fourth industrial revolution, Currency, 2017.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Schwab, The fourth industrial revolution, Currency, 2017

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:35.670598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.069989Z digest=sha256:b0e0fcf6672313820c789221833a3f2402f8bd34de8c60d4413dfe7ac4d4f716

Observation 68948e8d-8925-4df3-8dbe-aa477333ace2 · outbound

This paper cites Accessed: 2023-10-27.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Accessed: 2023-10-27

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:35.611532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.103716Z digest=sha256:acb4e9ea7642ea1394abeb6e01ac516807e68f29a1394138d7cc4fdf6aec3a8b

Observation 791de93d-8e61-46dc-8465-514475172498 · outbound

This paper cites GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models

Reference 4

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no resolver link, observed 2026-08-15T18:43:30.151895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:30.151895Z digest=sha256:5695043aea3cfa805ac8d6e97cd66f35751f3bda998f0ee1ede87759c9eecebc

Observation bfeddcb1-6c61-4430-88e6-b45d04d21af7 · outbound

This paper cites an unresolved cited work.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Unresolved cited work

Reference 5

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T18:43:35.547717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.206525Z digest=sha256:8c81fc7fb228d31de90ad098c2844bb803343e8239ff00e6a2933e1108a1074d

Observation 4b91d03b-09bd-44ae-b034-6867370ab467 · outbound

This paper cites an unresolved cited work.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:43:35.505239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.246715Z digest=sha256:46d1d4932099f254572b68a9dfc79aee199c498e3b0354fbb57f09add8ef73fd

Observation a898d314-870e-43d1-8a89-7c4698d3ea0d · outbound

This paper cites Brynjolfsson, A.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Brynjolfsson, A

Reference 7

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verified fuzzy
raw_fallback, observed 2026-08-15T18:43:35.482957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.316017Z digest=sha256:45922581847f13ba830821264731c35a629062e7e1dbefbd183c48059d9562a0

Observation ad62daa0-b602-4cc9-940f-0f446c153ff5 · outbound

This paper cites Brynjolfsson, A.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Brynjolfsson, A

Reference 8

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unresolved
no resolver link, observed 2026-08-15T18:43:30.366015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:30.366015Z digest=sha256:587335bdc16c166bc41c88ef602014b3655be030bc83457868ecf905be01adf1

Observation 5f4697c4-295c-4cc6-87e5-f0f718b033ca · outbound

This paper cites Balog, Y.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Balog, Y

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:35.444807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.398390Z digest=sha256:f32ad15512b3bd5dc722b46000f65ad58166c4630b1596a331082ccf7ac23c63

Observation 08029327-f449-4f67-bce2-43c1c612c424 · outbound

This paper cites Natural Language Processing for Human Resources: A Survey.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Natural Language Processing for Human Resources: A Survey

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-15T18:43:33.242167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.426340Z digest=sha256:b0cd2ec0c696b272c749cc55295ca928f5714ee2db13f5c8acfbaf495c522af1

Observation ff300f27-8244-4c5e-b5c6-24c414419211 · outbound

This paper cites Senger, M.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Senger, M

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-15T18:43:35.399720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.470729Z digest=sha256:525e51d43fe7f5a9dddd0f530d301ecfa226d844647142825ac6101255c97b4c

Observation 4c2cefc2-d109-4d27-bd96-ffa758535f55 · outbound

This paper cites Zhang, Computational Job Market Analysis: with Natural Language Processing, 2024.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Zhang, Computational Job Market Analysis: with Natural Language Processing, 2024

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-15T18:43:35.317041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.518174Z digest=sha256:16a7acf7b54db22447839c0162dad1d49771c56516831b88b2f3d589bec6d009

Observation 4b64cd7d-d172-468b-9013-197100aac214 · outbound

This paper cites Sayfullina, E.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Sayfullina, E

Reference 13

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raw_fallback, observed 2026-08-15T18:43:35.250995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.562242Z digest=sha256:71983e10f9b70c06fb16b9883c842f0c761783592724f39188cd4ba5d4fabda4

Observation 4b9f9672-56fb-4aa6-84d3-2f546df5cb3c · outbound

This paper cites Bhola, K.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Bhola, K

Reference 14

Resolution
verified exact
doi, observed 2026-08-15T18:43:32.446119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.603141Z digest=sha256:16938b0a703c9e18511f7ac3ab016d7516ac3c4124fc9e3ae82cc9201e6e116b

Observation bb1c4cec-a7e5-41d6-bf46-92df4a5df4ba · outbound

This paper cites Khaouja, G.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Khaouja, G

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:35.167264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.631408Z digest=sha256:91fd99830d705d8b65880d254a6869d58180863ce45e16f049c2fa0687f9d530

Observation 3aaa5c68-251f-4551-99f7-36bbb980dfad · outbound

This paper cites Zhang, K.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Zhang, K

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T18:43:30.650007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:30.650007Z digest=sha256:4443750610a4b1c1e2f6f1cf0fee7aaf08f3d2627c18186125113ffd5147dee6

Observation 6b1cec39-fa3e-41b6-b106-e0776c15d84b · outbound

This paper cites Zhang, K.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Zhang, K

Reference 17

Resolution
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raw_fallback, observed 2026-08-15T18:43:35.053045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.716640Z digest=sha256:256973aa72bd140821c03ea9af5b9257d5242b5f97001dbd76fe24688953255f

Observation b0ac274c-3346-4c68-85dd-fa38d57e525b · outbound

This paper cites Zhang, K.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Zhang, K

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.983596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.747042Z digest=sha256:670088d08954a7c0fb5c400ee7c5c64c3497fc7d7f7fd1b46a9d8a5ea1aaab18

Observation aaadaef7-ede2-4d3b-8ae0-f21de2414fc9 · outbound

This paper cites Green, D.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Green, D

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.921335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.760271Z digest=sha256:e11f8f8dabddfedfc55caca642ea3b186b58cf0868bbc3fbfcf21a7b2acaedba

Observation eec868f0-0f4d-4198-a7e7-9ae725d0aa96 · outbound

This paper cites Gnehm, E.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Gnehm, E

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.830246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.767647Z digest=sha256:b5350e1968d1ad02057942e48c3e86a45e0f06fd0a4ccb48eabda0d543edec2b

Observation 2b4c96f2-c840-4d51-b8d6-262384329328 · outbound

This paper cites Nguyen, M.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Nguyen, M

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.768815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.795327Z digest=sha256:1f1c3e04b3d877ce6418916a59fd9babd1e842932f7fb694c65baf6de45e4efb

Observation ebf981c7-bc03-4686-be7b-18f0af4804c6 · outbound

This paper cites Skill-LLM: Repurposing General-Purpose LLMs for Skill Extraction.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Skill-LLM: Repurposing General-Purpose LLMs for Skill Extraction

Reference 22

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no resolver link, observed 2026-08-15T18:43:30.818087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:30.818087Z digest=sha256:0765127c7e34eded53aa187351983a9c679ff0a6bf1d714f397058e0fb979928

Observation 6d756d9c-4692-4497-ba4f-71b39143c697 · outbound

This paper cites Vásquez-Rodríguez, S.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Vásquez-Rodríguez, S

Reference 23

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raw_fallback, observed 2026-08-15T18:43:34.741641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.855059Z digest=sha256:4e801bcbe4d37aebdf19291760e952a9efb3efd12d9e5059934b7f6639a004b2

Observation 937c1cef-5518-4063-ac59-655b46a0c12b · outbound

This paper cites Zhang, R.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Zhang, R

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.639952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.909004Z digest=sha256:4012ab6a27107cabaf1b123710a11ad8873139f1cbb8be693816ab05daf4c280

Observation 65ff71d8-f5c7-4103-b486-bc808976ad50 · outbound

This paper cites Kavas, M.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Kavas, M

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.553360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:30.950874Z digest=sha256:bd7d2b3d7a665afa7dfeb352cc7451dde2c2e8b8da428e340fae2ca3799533e7

Observation b3009e1c-ff1f-420b-aa56-7d171bc076c7 · outbound

This paper cites le Vrang, A.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching le Vrang, A

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.512084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.015175Z digest=sha256:a3d76f787b7f6c440ec4e66b141564b60a7a6064a468eef042512ff345af06c5

Observation 74a859eb-9316-43ea-96a3-a892e9756a02 · outbound

This paper cites Giabelli, L.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Giabelli, L

Reference 27

Resolution
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raw_fallback, observed 2026-08-15T18:43:34.482335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.071013Z digest=sha256:87d9a4c46eacfd412872c1bb6324eadb79ffd6ab90c833ae5b32bb962a4710ef

Observation 4f5ed879-f8ac-4175-b8ef-7086a0203154 · outbound

This paper cites Job Posting-Enriched Knowledge Graph for Skills-based Matching.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Job Posting-Enriched Knowledge Graph for Skills-based Matching

Reference 28

Resolution
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no resolver link, observed 2026-08-15T18:43:31.138686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:31.138686Z digest=sha256:e0373ac420cda6cdb078d356d12ac2953f8ae6f4f0d9679d5edc98cc7d5b8a56

Observation 8a8ea6d5-4dc2-489c-9143-1827e704b257 · outbound

This paper cites Yazdanian, R.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Yazdanian, R

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.434697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.168534Z digest=sha256:02e210005a5b50773fc3c9d6bf0d66ae27976ff983ffedc2692efb595d1ca424

Observation 931f02d0-a29c-4f5b-ac48-698758f5c430 · outbound

This paper cites Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction

Reference 30

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local_arxiv, observed 2026-08-15T18:43:33.145537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.207014Z digest=sha256:889cc3ef757f462aaa078b1215df5dd2ac5aa418cb87b8065dc86b4214146e0b

Observation 66ea05bf-e873-4ebe-bfa3-d047a4bdcdf0 · outbound

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

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers

Reference 31

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local_arxiv, observed 2026-08-15T18:43:33.070001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.227330Z digest=sha256:c0892f06541b29343a30d2afe95302917d9937921c42f39db2175beec6319b41

Observation 60d2af63-5349-49b6-960a-7512c7b8cfdc · outbound

This paper cites SkillMatch: Evaluating Self-supervised Learning of Skill Relatedness.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching SkillMatch: Evaluating Self-supervised Learning of Skill Relatedness

Reference 32

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unresolved
no resolver link, observed 2026-08-15T18:43:31.291980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:31.291980Z digest=sha256:30f65a54298e2c425596f16baef573ca17827561b67b7c77584d1bc0120f4f15

Observation ec0ca768-fa2f-467c-864e-267b92fe5478 · outbound

This paper cites Magron, A.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Magron, A

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.369209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.343963Z digest=sha256:69cda73990dd517089e3b1dbcfc3b8d71f70c0ec3a9fec96bd26ad387bc246aa

Observation 51b38002-0d6f-499f-ab13-bbd16b7ed6ac · outbound

This paper cites Gavrilescu, F.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Gavrilescu, F

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.334539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.380933Z digest=sha256:071d70b934867f3517bcb97632147dc71cc7d0ca2af7be3578bd510382e6da4a

Observation f11f11ff-65e4-4860-adef-865b05b5cd1b · outbound

This paper cites Elias, M.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Elias, M

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.271070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.407335Z digest=sha256:7dc634572e4103c124f4e3131253f0e6f51081c9c429092c5ac28804eedcd6f7

Observation 98b94e93-3a83-4a71-ba64-1b3149f1f7b1 · outbound

This paper cites Elias, Occupational Classification (ISCO-88): Concepts, Methods, Reliability, Validity and Cross- National Comparability, Technical Report, OECD Publishing, 1997.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Elias, Occupational Classification (ISCO-88): Concepts, Methods, Reliability, Validity and Cross- National Comparability, Technical Report, OECD Publishing, 1997

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.226670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.430947Z digest=sha256:3a8dc9aa899553bb337984840a38d4538133a9637947b244b38111c7f2d97f78

Observation 10fdce51-07ee-41e8-8f8f-cc4e116f2bff · outbound

This paper cites JobBERT: Understanding Job Titles through Skills.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching JobBERT: Understanding Job Titles through Skills

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T18:43:31.455422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:31.455422Z digest=sha256:5158a81deda25de68578a1ee492c25be0ac45d4b5f1ee5035c69077eaaf036f8

Observation 9deafe02-d03c-40f8-aaa9-829007b0a797 · outbound

This paper cites Javed, Q.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Javed, Q

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.145475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.502257Z digest=sha256:3938ab4f1f983e57e3a83df16fecf55020166279109d991e5850f063461a8327

Observation 60c326d2-fb4f-46cc-855e-283222eb917a · outbound

This paper cites Towards a Job Title Classification System.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Towards a Job Title Classification System

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-15T18:43:32.929714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.542658Z digest=sha256:97ae1dc1a6016095003621e7f5f391325cc97a36c24dc908c7de8f1194365ff4

Observation 7a936e52-a6fb-4391-b7c1-a154bd96e611 · outbound

This paper cites Javed, P.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Javed, P

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:34.076635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.589898Z digest=sha256:772f7e6818816e4fd18cbc68d9c3f323782ba6d4463aa0f02f00193fa58724d8

Observation 2278486a-f6da-4abe-8153-b129e71aa957 · outbound

This paper cites MELO: An Evaluation Benchmark for Multilingual Entity Linking of Occupations.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching MELO: An Evaluation Benchmark for Multilingual Entity Linking of Occupations

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-15T18:43:32.853852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.639510Z digest=sha256:c8d5503cd0550e7589f2b2cabc396de0e50a6f6508c6a04482f2b03bf10697c6

Observation 57aba2b6-c9ea-4bb5-98ca-2411d083fc4b · outbound

This paper cites an unresolved cited work.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:43:33.989885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.676520Z digest=sha256:26fbb6ede1e19487e4844fc11dfcafeb7352ef26a488b47a4dcf64fd753de988

Observation 50bb6dc1-5c98-46b0-a1eb-abf1dd51177a · outbound

This paper cites Malherbe, M.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Malherbe, M

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T18:43:31.696142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:31.696142Z digest=sha256:e85da1206102f829901898867795d27318fe24bbb22afdd67174541237db60e8

Observation 5502bb7f-8964-4c9c-b30b-2f84dc018b1d · outbound

This paper cites an unresolved cited work.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:43:33.901950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.739712Z digest=sha256:c40e5dc5caacb3c6accc5f42b23104b15f82f23426bd27d641806dffba031f8c

Observation a5086e2b-1d53-480f-8261-8a075eb69f06 · outbound

This paper cites Decorte, J.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Decorte, J

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:33.853522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.766337Z digest=sha256:07dfa2fa6e712208fc0b3a47242e348fa80c9a5548c6b175a5367cf2e58c2eda

Observation 9f0582a9-5fa6-484f-b0fc-2d41470a6a33 · outbound

This paper cites Senger, Y.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Senger, Y

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:33.797967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.797877Z digest=sha256:29d0a2aa3b3d00877926a65c671d1ce99c4f317405f0a34f429326aa7a0ed11b

Observation 736107a9-f9db-4230-b948-5219e80c2d73 · outbound

This paper cites URL: https://esco.ec.europa.eu/en/about-esco/data-science-and-esco/ machine-learning-assisted-mapping-multilingual-occupational-data-esco-part-1.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching URL: https://esco.ec.europa.eu/en/about-esco/data-science-and-esco/ machine-learning-assisted-mapping-multilingual-occupational-data-esco-part-1

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:33.704748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.832767Z digest=sha256:4cc3c6bb8e2a8fc9d5af3bb5ed67aec7618ab3169f66575b6ab94a050aacbe1d

Observation 6a4d4416-c128-48ad-bb17-2241aadb2bb3 · outbound

This paper cites Enhancing PLM Performance on Labour Market Tasks via Instruction-based Finetuning and Prompt-tuning with Rules.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Enhancing PLM Performance on Labour Market Tasks via Instruction-based Finetuning and Prompt-tuning with Rules

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-15T18:43:32.600782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.862243Z digest=sha256:e1d2d800943be195f3f06a724fc438033f531d215d7e0dc3258cefc11bc7ee2a

Observation 5c166b77-08d1-41bc-8d6b-3155b2f16bcb · outbound

This paper cites Zhang, R.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Zhang, R

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:33.600331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.885246Z digest=sha256:b2880cd8795ea02abe61b6eab968c1cefd3128193f7f101c1cb5628d41bd832f

Observation f0c283e4-5b44-469b-8f3d-60b8b125d677 · outbound

This paper cites Rosenberger, L.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Rosenberger, L

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:33.512169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.915243Z digest=sha256:3b166ee0947856c81960995ed18ed5542a398ed1080cab256636fc9f4d46e37a

Observation d5158792-b2cd-4748-92ff-1c3e8160e376 · outbound

This paper cites Gasco, H.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Gasco, H

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:33.386452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:31.947678Z digest=sha256:b6aac0f9d1ebe139f9a0b099931debd32835386cd09aa1618ff5efe73e5894de

Observation a75f4d7e-908f-4970-a6d3-d12674844f94 · outbound

This paper cites van der Goot, A.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching van der Goot, A

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T18:43:32.006192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:32.006192Z digest=sha256:a84c0d2430fac2d233addbabe01b94870dbaa52fcd5903bb308107dbfd30c6c6

Observation 2da3df16-f119-47be-8113-e335f22edd8e · outbound

This paper cites Zhang, R.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Zhang, R

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T18:43:32.063956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:32.063956Z digest=sha256:5598ac3ecf296fbf427e11b4c6c4142c166718d1fa140e42006db2d5993979d8

Observation 60be599d-4188-4ea2-978d-db96c4ee61e8 · outbound

This paper cites Zhang, Y.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Zhang, Y

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:43:33.331713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T18:43:32.116936Z digest=sha256:4e53b489ba9feb7998d22459e2c7af34f4ddb7a34d2d2b35f1e7e01bf5700b6b

Observation d12a947d-fd07-4ab0-b1a2-1f2e7d41af48 · outbound

This paper cites DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T18:43:32.142203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:32.142203Z digest=sha256:fafb3955866f4ea555e83a4d0699476f04bb0392f4139611452878b204556603

Observation d24031fd-6470-43a6-b96a-676ede2281a8 · outbound

This paper cites Reimers, I.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Reimers, I

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-15T18:43:32.161120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:32.161120Z digest=sha256:e7e8768c1a5cb32fe4299b8ffb27007d19b7f56813d740d2f935bcfb900da10c

Observation 8097fd66-aaa8-496a-91a9-d75e8733866f · outbound

This paper cites Howard, S.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Howard, S

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T18:43:32.195402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:32.195402Z digest=sha256:b27dccffc72d9046b11dab365a50fefcde8a3038a100bb584816bea449ed0406

Observation e933acad-5ffe-41c2-9245-a82e9d3f98ab · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching Representation Learning with Contrastive Predictive Coding

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T18:43:32.241411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:43:32.241411Z digest=sha256:3bc6b6778439228b4838dadc30c0ad05370af25bc08c70c637507830a74303d9

Pith citing papers

No inbound Pith citation observations are available.