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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 19 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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.069989Z digest=sha256:6ba8c6acb08ce105feef50f63873ae9d5b8ee243a10b47f9b20401a0329f263a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.103716Z digest=sha256:e8b9649ec8b5fcd847bbf31ec927121173b60102ed648bc1f1a5d196cc2bb177

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=sha256:711cef456371a4442f334dc7d5245e13786f5ad9e2e6f42920a0082987cb00c2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.206525Z digest=sha256:ddf78a2fd17da83ba8fd405e23e52e3f76f1f7ad57786c9a196052fc5a37197a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.246715Z digest=sha256:bd29de80c8d6352a3f1075506d8ae819036e66b0707c5f31f78f675ebb1df4ea

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.316017Z digest=sha256:909599617fff9f708065b105298a8b10371dadb74e3638eb3c1f97f90465538c

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.398390Z digest=sha256:b1923bd07d00a0916f3964b8bcc7292bc41a64d235727167fade857ee867777a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.426340Z digest=sha256:9caceb190b9ee744220e7a77119a21e617211a93d9c4da1651f42b79d769c322

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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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.470729Z digest=sha256:6fa62f3c53a72a99f042a98ebb5a9ecb0b29277f547d4628d4c98d8418c265d8

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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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.518174Z digest=sha256:4d00a6338c242044dde2d83694c10422ebd3a95a4cedf6cef824934ccce45079

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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verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.562242Z digest=sha256:0d843bba2a5dc8bb7dcf0f46fe36ea3e97f8bb0c4bf0fa7671d707484e25b43c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.603141Z digest=sha256:ddbe9fd89d8603bdc40d55bed84caa3b5eef38ec514e2469306bfb9eedbd1cd3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.631408Z digest=sha256:bbfa6874a9c660351735f875bd93b7043ab8bca549cfe42a76910b4a46e6e46a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.716640Z digest=sha256:6d8f2bbce97678240f65e0b5e0a16909d1087ab63aa15ba49916085cc0fa5070

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.747042Z digest=sha256:6e3fefbedf9c9be9d9a112c769216de63084dd1161c9ae1d343d7af81cc603b4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.760271Z digest=sha256:cd5397e1493339d791027232a6639f1e70df80459452044bc333fdf8031059aa

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.767647Z digest=sha256:e56a3fa63f789d298b83710cd2af0e6ee8ff6201cb5c1705f46aa6c11ad8f4ae

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.795327Z digest=sha256:f62dba1f6bed596b731e83bed5e8f4c86c1c60023d8728ad77ff7dfc7d955bec

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.855059Z digest=sha256:6e7114818828616e04da51dbe0813679bf86ac8622408bac9dc048b4e41d612c

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.909004Z digest=sha256:46aa5e43f592d28f33474495afcea7ca90a8117861f755df24c184b0e909e243

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:30.950874Z digest=sha256:2778a0b8b2fc8c77b7312be2400828af6be357dc9e82fb8a37e6826074800b07

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.015175Z digest=sha256:92b26db28fa856c5143076bee0e83a52abc645403dfb7f2d5f1002a8ec1a48a8

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
verified fuzzy
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.071013Z digest=sha256:44ac387764b7001a429a13fd5475bc5747d6d8180ba3dbb53b58b598babd6e48

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:f4aa744ec3c8fa39e31c59433d3bbfcbd7bfc62a1f4896968fcb6af83c8e8f36

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.168534Z digest=sha256:e79137f6daea061423c299aa46be066d9f67e83ab3b8be18464159ef2ca56a73

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

Resolution
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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.207014Z digest=sha256:cb9f390a30e44625e1e7b196e1acffcab55319a57e7365089de0f5b3213dc969

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

Resolution
verified exact
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.227330Z digest=sha256:8ebf05c824eda7067074e390e87bcd98fac8583018fd1ca87eb052c765940e7e

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

Resolution
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:d97ee8ed5a4f998dd9045b4c909744828516bec19d90f4a4b6a4689fe08dbcfc

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.343963Z digest=sha256:74f9d2758e30201e73736e3660bcd6462b2a34d39d56bc70699b43ec60abcd87

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.380933Z digest=sha256:9828e1408e4a44944c20b2d0e21508e2a2c289c5dc106c28db6d6a4e2049eb01

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.407335Z digest=sha256:4ca2a9462c33965ec2415bd498f41779d52e42e1a70cf4568c4823abbb262bf7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.430947Z digest=sha256:8ce0ea51ff71d38bf8bfb123bf87471f73863f3b820522a63e71994945725989

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=sha256:600cdf8dfe261b11df53e26cc06fc985b5c49c5b948463729a587e34bae33c1a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.502257Z digest=sha256:dfa91fb059f82e96b8ef9c8e581b4aa2606a23400dc15261ec1a23c796ca57a1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.542658Z digest=sha256:6b9a1fa388d03bd8126902afc35bb7210b1ab2e11a035f1ff6824158a6b631e8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.589898Z digest=sha256:920eac5d36bf10b60c82c2fcb1d308dc84fbbc57f826ceac3669f5994bc2e0de

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.639510Z digest=sha256:8151017e2908c6e5f1cfa51a4b3393c99f1cbfdfe844c308a749d67fb61f5f86

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.676520Z digest=sha256:267778d16d08f6bb54c87889cf55092967215314fe96cccb2d093a85e94cc050

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.739712Z digest=sha256:1334b33d82213e5d9f7cb540a84843e0aad728e39a65fea433fc2c983af78234

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.766337Z digest=sha256:c737dbed64052ddce33238a159a2efa09c656ba8aaaabbc0f16935ab524bd181

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.797877Z digest=sha256:0ede0394d54d6ebc3910dcee105fea63ddf904cc930c3241f1587f37c96a24a4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.832767Z digest=sha256:8e16b65d75702d11dd70929bc4d18a35aed2237a328a9a369774decc053c3af8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.862243Z digest=sha256:28a3247afe776845c3fed42f708396afb97cee798029c5d442a4f6784c80887d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.885246Z digest=sha256:9167e0ae3e2b2a5bcfa32da812c3ea76c0712ecec3ad97b6ba54411ac75fca5c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.915243Z digest=sha256:c2ad24a10305b5aa28a957a52dfa0da03329f5045a61566185a459bc549035ad

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:31.947678Z digest=sha256:100fe1c2585bfad4214a63f57a546ae351ef711b4a2b4aa5444ef354c75b5630

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T18:43:32.116936Z digest=sha256:8808c842c299cd4bd1895686906923d540c10ad275361c1fe4d308081b519696

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.