Paper Citation Record · LEDGER

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI

As of 17 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2411.14254.

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

pith.paper-citation-record.v1
2411.14254 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:25:37.937566Z

measured 28 of 28 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

28 of 28 outbound references displayed

verified exact6
verified fuzzy7
unresolved11
parse uncertain0
malformed identifier3
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10d6ca9e-ad90-4591-9c6b-6602c03f3407 · outbound

This paper cites Journal of Engineering Education Transformations 35(4), 104–111 (2022) https://doi.org/10.16920/jeet/2022/v35i4/22109 22.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Journal of Engineering Education Transformations 35(4), 104–111 (2022) https://doi.org/10.16920/jeet/2022/v35i4/22109 22

Reference 1

Resolution: verified exact; doi, observed 2026-08-12T15:25:38.063450Z

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.

Observation 162b25cf-0cdd-4227-b2bb-175cc57f49bf · outbound

This paper cites Journal of Engi- neering Education Transformations (2016) https://doi.org/10.16920/jeet/2016/ v0i0/85662.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Journal of Engi- neering Education Transformations (2016) https://doi.org/10.16920/jeet/2016/ v0i0/85662

Reference 2

Resolution: malformed identifier; doi_truncated, observed 2026-08-12T15:25:38.049306Z

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.

Observation 3a6ee521-bee8-4dfd-95e0-87367bad7722 · outbound

This paper cites 191–198 (2022).

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI 191–198 (2022)

Reference 3

Resolution: verified exact; doi, observed 2026-08-12T15:25:38.034199Z

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.

Observation 0a0949b1-45e1-4a6d-8860-f8a0ed84dd91 · outbound

This paper cites Journal of Engineering Education Transformations 38, 85–95 (2024) https://doi.org/10.16920/jeet/2024/v38i2/24192.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Journal of Engineering Education Transformations 38, 85–95 (2024) https://doi.org/10.16920/jeet/2024/v38i2/24192

Reference 4

Resolution: verified exact; doi, observed 2026-08-12T15:25:38.019449Z

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.

Observation 08af8728-9b27-4e0b-9b64-ce15ef7fa038 · outbound

This paper cites European Journal of Engineering Education 46 (2020) https://doi.org/10.1080/03043797.2020.1852533.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI European Journal of Engineering Education 46 (2020) https://doi.org/10.1080/03043797.2020.1852533

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-12T15:25:38.622146Z

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.

Observation 7695ea8c-6a24-44f9-96bb-22466b73c806 · outbound

This paper cites 44–48 (2023).

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI 44–48 (2023)

Reference 6

Resolution: verified exact; raw_fallback, observed 2026-08-12T15:25:38.550733Z

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.

Observation f125e242-cca0-4f45-9ff7-94c619af0a84 · outbound

This paper cites American journal of pharmaceutical education 71, 20 (2007).

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI American journal of pharmaceutical education 71, 20 (2007)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:25:38.764609Z

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.

Observation c623545b-6178-47cf-a3ff-9d4b4983db0e · outbound

This paper cites Higher Education Research & Development31, 217–231 (2012) https: //doi.org/10.1080/07294360.2011.554387.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Higher Education Research & Development31, 217–231 (2012) https: //doi.org/10.1080/07294360.2011.554387

Reference 8

Resolution: verified exact; raw_fallback, observed 2026-08-12T15:25:38.475824Z

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.

Observation e2f0d522-d71c-4111-bc5f-cfcfe49077c4 · outbound

This paper cites 137–154 (2017).

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI 137–154 (2017)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:25:38.749395Z

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.

Observation cd3a32b3-59dc-451b-a1a1-09333799c5dd · outbound

This paper cites African Journal of Health Professions Education 11(1), 27–31 (2019).

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI African Journal of Health Professions Education 11(1), 27–31 (2019)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:25:38.735378Z

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.

Observation 84a19313-a5e0-4940-9956-f109d91b3065 · outbound

This paper cites Focus on Health Professional Education: A Multi-Professional Journal 21(1), 91–113 (2020) https://doi.org/10.11157/fohpe.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Focus on Health Professional Education: A Multi-Professional Journal 21(1), 91–113 (2020) https://doi.org/10.11157/fohpe

Reference 11

Resolution: malformed identifier; doi_truncated, observed 2026-08-12T15:25:38.004306Z

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.

Observation f30aea9b-fac8-4fc1-8ffe-ba15aa345683 · outbound

This paper cites 23 International Journal of Advanced Computer Science and Applications 11, 747– 754 (2020) https://doi.org/10.14569/IJACSA.2020.0111285.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI 23 International Journal of Advanced Computer Science and Applications 11, 747– 754 (2020) https://doi.org/10.14569/IJACSA.2020.0111285

Reference 12

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T15:25:38.379898Z

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.

Observation ea850c8f-b961-4619-8367-3d8ffc07d171 · outbound

This paper cites McGraw- Hill, New York (1983).

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI McGraw- Hill, New York (1983)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:25:38.720259Z

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.

Observation 9ffd43a9-2da6-48e6-a6d8-600da997da6a · outbound

This paper cites an unresolved cited work.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:25:38.704718Z

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.

Observation 2fbedb13-ec1b-4564-9102-f353f449b5f5 · outbound

This paper cites an unresolved cited work.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:25:38.690578Z

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.

Observation 400c6637-ce5c-44c8-8bc3-31ecf58cc0e8 · outbound

This paper cites Nature 323, 533–536 (1986).

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Nature 323, 533–536 (1986)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:25:38.676253Z

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.

Observation 5121e693-7b14-4e37-a78a-77a77ab70e8a · outbound

This paper cites Neural Computation 9(8), 1735–1780 (1997) https://doi.org/10.1162/neco.1997.9.8.1735.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Neural Computation 9(8), 1735–1780 (1997) https://doi.org/10.1162/neco.1997.9.8.1735

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T15:25:37.882478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9d7bc02-613f-4eb7-adf3-9e33630235af · outbound

This paper cites Attention Is All You Need.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Attention Is All You Need

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T15:25:37.887035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55a7e9a6-dfb4-445e-b6b8-acd1ba1670d1 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T15:25:37.891834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc0ab5c2-c9bc-4e38-b204-d0c2ab659832 · outbound

This paper cites https://arxiv.org/abs/1910.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI https://arxiv.org/abs/1910

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:25:38.661747Z

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.

Observation a7797900-e1ea-4274-86e7-6926e99b2a27 · outbound

This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T15:25:37.901055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b88ea41-72dd-476b-8675-c909ea3ca213 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T15:25:37.905865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e0459cf-7ff9-4641-b9db-2c27e15fa183 · outbound

This paper cites Wadsworth International Group, Belmont, CA (1986).

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Wadsworth International Group, Belmont, CA (1986)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:25:38.647543Z

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.

Observation f4d98cb0-f0b5-45da-a27b-41aa85b5e087 · outbound

This paper cites Machine Learning 45(1), 5–32 (2001) https://doi.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Machine Learning 45(1), 5–32 (2001) https://doi

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T15:25:37.914935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b94128d-f1fe-4b46-9553-d6dadec7d866 · outbound

This paper cites Knowledge and Data Engineer- ing, IEEE Transactions on 22, 1345–1359 (2010) https://doi.org/10.1109/TKDE.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Knowledge and Data Engineer- ing, IEEE Transactions on 22, 1345–1359 (2010) https://doi.org/10.1109/TKDE

Reference 26

Resolution: malformed identifier; no resolver link, observed 2026-08-12T15:25:37.923673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6054ce62-be52-4620-958d-48a2096d1ad5 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI Adam: A Method for Stochastic Optimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T15:25:37.928009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 948e1196-4b94-494a-8da7-3f4a2095252d · outbound

This paper cites MIT Press, Cambridge, MA (2016).

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI MIT Press, Cambridge, MA (2016)

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T15:25:37.933146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3637e567-e30f-4676-8bbe-b7a1fce14095 · outbound

This paper cites why should i trust you?.

BERT-Based Approach for Automating Course Articulation Matrix Construction with Explainable AI why should i trust you?

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T15:25:37.937566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.