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Paper Citation Record · LEDGER

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking

As of 7 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2507.10472.

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

pith.paper-citation-record.v1
2507.10472 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:34:42.047774Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

21 of 21 outbound references displayed

  • verified exact1
  • verified fuzzy15
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb92a13d-7c6c-4408-af69-0c5d0f65d4e4 · outbound

This paper cites The impact of business process management and applicant tracking systems on recruiting process per- formance: an empirical study,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking The impact of business process management and applicant tracking systems on recruiting process per- formance: an empirical study,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.457248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:41.933956Z digest=sha256:c18728ddfa020a6abf959272a3a3c269b6f4d590ca0d6f885ce01e2a6877072d

Observation 801d1ef3-e973-4184-932d-e73aba56c307 · outbound

This paper cites A structured approach to implementing robotic process automation in hr,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking A structured approach to implementing robotic process automation in hr,

Reference 2

Resolution
verified exact
doi, observed 2026-08-06T17:34:42.099566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:41.939052Z digest=sha256:9eff83887d93dbeedcd34f91652ea92b8246f3fcd99a1fbd1e19d5be33036155

Observation aa62d233-17e7-477a-9fac-b7472b384479 · outbound

This paper cites Robotic process automation for recruitment process,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Robotic process automation for recruitment process,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T17:34:41.944769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:34:41.944769Z digest=sha256:767cbc4acd6e63186b53a6fe5bc2d3a6ca96111c1be0c15bf1b9d44d15171867

Observation e805309c-2742-4da7-9cfa-5559ccc31a3a · outbound

This paper cites A survey on hr process automation: Trends, technologies, and future directions,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking A survey on hr process automation: Trends, technologies, and future directions,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T17:34:41.949586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:34:41.949586Z digest=sha256:d577e02419a3d341ffd591738ce7b64d713381626456ec0231137ca7ff7dc4df

Observation 5345ffdb-67a3-497d-ac18-e08e31ba25e3 · outbound

This paper cites Robotic process automation for resume processing system,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Robotic process automation for resume processing system,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.419321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:41.954464Z digest=sha256:8501dfc1e2ed7e745ff82cbd57c665899022f5ed30bb3f5f001e0b4995de3d45

Observation 7d2c9339-0a17-47f0-9025-f7b93d523d8c · outbound

This paper cites A deep learning bert- based approach to person-job fit in talent recruitment,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking A deep learning bert- based approach to person-job fit in talent recruitment,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T17:34:41.959675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:34:41.959675Z digest=sha256:7c55e8d9bda926a280072ce71144071d58a4868793bf86096810bb9eea9f3bf9

Observation 64751ad3-51d4-4b33-8afb-3e929d18ff3f · outbound

This paper cites Prospectcv: Llm-based advanced cv-jd evaluation platform,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Prospectcv: Llm-based advanced cv-jd evaluation platform,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.390127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:41.965247Z digest=sha256:814d64a000a7919a764d37d5b49113e61788c237bf01c6b8e6b4073efe97f72d

Observation 1bf2e4e4-2df2-411d-82b3-3a9240612f73 · outbound

This paper cites Integration of artificial intelligence and robotic process automation: Literature review and proposal for a sustainable model,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Integration of artificial intelligence and robotic process automation: Literature review and proposal for a sustainable model,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.374331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:41.971418Z digest=sha256:97b450dafb4d3c20f9b1a3bc14f990368612ff53cefc9d4ecf882faede2b856f

Observation ed62e8e9-a35a-4b66-8a5e-f48bda0698a8 · outbound

This paper cites Combining robotic process automation with artificial intelligence: Applications, terminology, benefits, and chal- lenges,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Combining robotic process automation with artificial intelligence: Applications, terminology, benefits, and chal- lenges,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.356461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:41.976549Z digest=sha256:51a07ceea9682a2b906921e92e4a8d1c7f97e9a5949376cd1f11b7d4e68c9307

Observation c4b5cde7-35e6-4107-a5ac-ffbb356a19bc · outbound

This paper cites Automated applicant ranking using hybrid nlp and machine learning techniques,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Automated applicant ranking using hybrid nlp and machine learning techniques,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.338422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:41.981331Z digest=sha256:5ee0f6879063e344d53adc43cb96e3bc3e2e559885a94a210cd50c90d8ad8756

Observation 3c7ab17b-bfe2-4a58-a69d-a96cecb8eb1f · outbound

This paper cites Bajzikova and T.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Bajzikova and T

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.321581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:41.987050Z digest=sha256:b55f2bc4f126a2dfe82d549f05e2650636350d9329af41334239e86f79a10e2f

Observation 92ee4b11-e11e-435e-b294-9a73fa4282d2 · outbound

This paper cites MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T17:34:41.992176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:34:41.992176Z digest=sha256:4bb5b060b2feba76d00243fcd414d8cb560b651168629747fb57e76d190f15ed

Observation ae1c9349-8387-4646-86b3-749b6fb61f63 · outbound

This paper cites Explainable rpa in hr: Integrating xai methods to enhance transparency in automated talent acquisition,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Explainable rpa in hr: Integrating xai methods to enhance transparency in automated talent acquisition,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.303588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:41.997196Z digest=sha256:099e0dd314fc8404f7442d0fd8d55089d70557eb51304e5f7ff810760d1010c4

Observation 6428c5b7-cb12-4101-bf54-d57cb5fdcf48 · outbound

This paper cites Ats 2.0: Leveraging large language models for bias mitigation in automated hiring,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Ats 2.0: Leveraging large language models for bias mitigation in automated hiring,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.284271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:42.002956Z digest=sha256:21afad47b869dd0053c255d4437888645ae144315b7df58525970e3941addfc3

Observation 23ac011d-9c4c-41e2-bc9f-6b5df5a9538c · outbound

This paper cites Robotic process automation: Contemporary themes and challenges,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Robotic process automation: Contemporary themes and challenges,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.267155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:42.007718Z digest=sha256:4c0d72014a921550eb6da7c321f08e9c82b7814cfcbfbc0ba69aaf008f92cc69

Observation e831b6ea-8e33-433a-831a-84a255879aac · outbound

This paper cites Resume dataset,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Resume dataset,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.243308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:42.014909Z digest=sha256:082788e274f00502af9dd48df3a526cabb8bb471e16d4ce3e48c0da2a35392bd

Observation 789f2226-b47f-4778-b1cd-2733e5e90215 · outbound

This paper cites Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T17:34:42.022864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:34:42.022864Z digest=sha256:c16beecf8b0298835e91a0bcd7f0d4c676fbb6604b7360c69f98c4e7c1f04780

Observation 9e9d2ee2-15be-45bb-82fb-2b911b1e0b1d · outbound

This paper cites Semantic matching of resumes and job descriptions using large-scale generative pre-trained transformers,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Semantic matching of resumes and job descriptions using large-scale generative pre-trained transformers,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.225357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:42.029541Z digest=sha256:58cc7c04552876d020e3839b49ad12c4cfdd365d96e3cb33338a837eda03fbe2

Observation f73bca7b-c448-4fb5-a847-69c24bb2438b · outbound

This paper cites Uipath - automation platform for rpa,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Uipath - automation platform for rpa,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.204533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:42.034844Z digest=sha256:17422c30de8b5c260f2f8b3efde8414d4cd0e874a01f800d192bda8208759361

Observation 416faa37-aba7-4df3-8659-06ceac186855 · outbound

This paper cites Automation anywhere - rpa software used for ats,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Automation anywhere - rpa software used for ats,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.186621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:42.041428Z digest=sha256:7339bff7ac6dc778d18f7b83197adb6237a66d0b38c69958ea1d3447b645173f

Observation d2d8add1-a0c8-418c-a10c-06e8f6739512 · outbound

This paper cites Identifying candidate tasks for robotic process automation in textual process descriptions,.

MLAR: Multi-layer Large Language Model-based Robotic Process Automation Applicant Tracking Identifying candidate tasks for robotic process automation in textual process descriptions,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:34:42.168958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:34:42.047774Z digest=sha256:4d7aee90bb975524b80b6b0df487e7204e295d715c5e2f0139ac17c990b22ab4

Pith citing papers

No inbound Pith citation observations are available.