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Paper Citation Record · LEDGER

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

As of 17 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:41.933956Z digest=sha256:afdf5273787286625856de06aac278f11d9481ad159d7c0b7dd713b247e84d2c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:41.939052Z digest=sha256:011fc3a563817ca84f6d2f2b7c3d710301e576023893dbbdcea2b3bc71fdfc8b

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:f1cdcd4db1fd62bafd18acc67e77a59385dcb7fda9c79ce1cb719acea70adf09

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=sha256:8d8fd36347e6b01f464b99bd6f61f276e4b5c424451af6709f82c7555bb8de7b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:41.954464Z digest=sha256:d9608983ab139b3f17e00df66856b5bb07cc01fd517e1bbbf6d9b1b6c8569cb4

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=sha256:7b35c983f5d13ed8cd36630797b4baf851833175d966d959448527683a716aab

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:41.965247Z digest=sha256:46c00465f475958f74319d686afb65ed35f875071348f1eac79f9e8ad0d6a756

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:41.971418Z digest=sha256:d91c6677309a4cef55cf381839c5019dfd89363b383e2f5fd81b582e795c0b0b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:41.976549Z digest=sha256:1c9657535b99b5c601e0e836ac0c7ef9bb69582142db0fe7c42bca89dc0fddd6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:41.981331Z digest=sha256:d71bc947cd65d336ca206a99481fe3bed51736828e0114ee9971c7a19574bcc4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:41.987050Z digest=sha256:e3fff58b03fe9513dc1ee17510c3db9659ec01b6fa7b6706b358791f4dbffda1

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=sha256:82851bc7ec98f98afb324c886c3d3f795baac3b0f8c2b5f0e04d9121729a63b3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:41.997196Z digest=sha256:7fa03d40ed08d3e149d62e199a5633bc7add2d39939854101973240b9557c394

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:42.002956Z digest=sha256:e78f754af90d97c8f23cdd26992b65f842e161d951a4fedea44b660c997b80ad

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:42.007718Z digest=sha256:e1a49cf9029d5dc616a54ca98cfc730221feec7e60cb412323219974af7f2f08

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:42.014909Z digest=sha256:99eccbd376fa1418c2ac9e99fe0196632677ec015005d731dd9c19d8938d0d03

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:ed68ddaf14f035638fc56f9e2fe638d81e3249e5b022b6b5b9a048156878dd45

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:42.029541Z digest=sha256:792177bce5dae65e09709ba1933383c527971d5990ef8cee26b6d95419b6364f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:42.034844Z digest=sha256:5f3c8ad805864884b0d77b04ac8871c365d93d0869902b8936fc9a6f889cad8c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:42.041428Z digest=sha256:45d4f505c825096b6a367e35106d5db6b742f132bae7ce43b1a92740a19b0c07

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T17:34:42.047774Z digest=sha256:5d69a5c61c980f59144e6a02dc1ebe2d4584abd6d0cf40ff9401b2830c136273

Pith citing papers

No inbound Pith citation observations are available.