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Paper Citation Record · LEDGER

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education

As of 11 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2501.05220.

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

pith.paper-citation-record.v1
2501.05220 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:20:23.597162Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

60 of 60 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved54
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 83156096-7137-4dfd-b5ee-180d428d256a · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.552469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.367811Z digest=sha256:54c36bb12afa1ca223dc37821010592f076f2349c374077fcac7c0eb95999adc

Observation 4b49d3f6-ca66-49f8-a26e-0723e8e1d76d · outbound

This paper cites MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.372535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.372535Z digest=sha256:80b98cf8fd426aa2cefa959e6d214d13e2487d49bd40a1d23ddc94cb00e99655

Observation 189d1da6-0518-4525-9765-9cf15e873f89 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.539246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.376915Z digest=sha256:6892bd4c89ba31cfc2b4cd8ab781e515b8af1e0f165b18c028c3af4b27b7e701

Observation c41de83c-fd75-4538-b027-350bd89440ac · outbound

This paper cites Banerjee and A.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Banerjee and A

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:20:24.526739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.381291Z digest=sha256:892f341dde9e2ce7df874bdff6df3d9aa749cfc208a6bd7b8569c72a6720b553

Observation a45c5989-344a-43c1-8696-71319becb0bd · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.504560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.385386Z digest=sha256:2368fa3fc437bd5d8e7cfdf60de80dc7a6191667afa1fce65bb57d9814cd80ba

Observation 03be7f95-6365-4498-96e6-48813bfa7b1c · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.492896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.389526Z digest=sha256:13156139565edcd58ebd341359bb645c00a487e3f94f5856dd7c88a2cbd37d14

Observation aa4660c2-ba6e-4531-9ac4-9f8d1e215f01 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.480971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.393732Z digest=sha256:010c3f753cd807b8ad9017b29921920716cc09f7da5d1fd7e0b730265961d9d3

Observation aec7b619-6ad2-4866-83e7-cc81bb01b7ee · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.457216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.398553Z digest=sha256:83815654dce5707a0cbafa9f2786a37e13b05537749d4d10103dd0998799a2b3

Observation d5b93869-4fc0-4192-9a17-a9c3e733be2f · outbound

This paper cites Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.402259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.402259Z digest=sha256:7d6592c162b0fabb33123af05ce370b3c916f53889eb1a1f7915e623fc157b00

Observation a5217971-165e-447c-9f5d-fcd9b0270442 · outbound

This paper cites On the application of Large Language Models for language teaching and assessment technology.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education On the application of Large Language Models for language teaching and assessment technology

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.406460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.406460Z digest=sha256:87cfcdd578546e194deeffe66680af794ffaa595171a499a5666757e8056329b

Observation f5ed518c-7024-417f-9d73-3be584feb956 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.434339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.410319Z digest=sha256:709ec5c1f2dada8330fa721eb2eba3b10904cdd98ec5e660b24de542bfd28aa1

Observation 701ab108-d993-4125-a498-5ff1dd57bece · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Training Verifiers to Solve Math Word Problems

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.414434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.414434Z digest=sha256:ee1c62e99612acc5b8d5fce07a9b4eb94d252bc2cb700a2c332e96e6612c57b4

Observation 39e5ad5d-1a60-4475-9c34-c48aa512237e · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.420258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.418332Z digest=sha256:4a0d1c82e048b5a0cefc7164add0cce71a5af22d59f56d5839825b623ca5c0c9

Observation 49f8a906-3ca6-4e4a-9f96-0bea733d8d63 · outbound

This paper cites Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.422862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.422862Z digest=sha256:c4bb66fdf2ac611e8c8d18e48efe97592f49e33a5a279e995c6e2b2cb1e78583

Observation fcddb184-f2ec-4b95-a000-02268f2aba10 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.406948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.427160Z digest=sha256:2c74b799449ff8fb2744c044e4d2a61b42ff605995f1dc5985606eb354abfd2d

Observation 6eb57ae7-38ce-4867-945c-9f7762718db4 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.391835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.430997Z digest=sha256:fce011f5fcb2463f8649b046ab113f1b8407002892c195f9175dfdb8a351bba6

Observation d9a11b50-11d4-49e6-8b2c-8d39dd60ee0c · outbound

This paper cites Generative AI for Education (GAIED): Advances, Opportunities, and Challenges.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Generative AI for Education (GAIED): Advances, Opportunities, and Challenges

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.434700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.434700Z digest=sha256:f9b68c7c417dbdaab4c084525bf48e0eb8c36875dabcf2ca7d20fca117a020fc

Observation 16195d29-1633-4000-b17b-f8f7502fd731 · outbound

This paper cites LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.438904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.438904Z digest=sha256:a3da19fa4546bf3066a59c6ffc105303f9f0b9677f1e51204948e694bae790cc

Observation 91e7f321-834a-4f60-b4af-2e56f6a0225b · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education QLoRA: Efficient Finetuning of Quantized LLMs

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.443014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.443014Z digest=sha256:dd902516e969c11cee8043b7244dd7c76305949036c864050d7b0eed4f8970af

Observation 74aa7dfe-61d9-40de-92bf-8d2e4eafd2d3 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.379476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.447223Z digest=sha256:911a2b87c793544d7a92af14250c3c4a1ae02ebcec1e04ffdc0e26feda63691f

Observation 09fc9568-3321-47df-ba1f-808e3a663427 · outbound

This paper cites A Survey on In-context Learning.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education A Survey on In-context Learning

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.450972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.450972Z digest=sha256:441b04c0db8632ec79f1bb3055ee809cc09db01adcb9d59108711293efc24d23

Observation 545f53a7-843f-4ee4-ba9a-a75fb63cbbc6 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.367183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.454965Z digest=sha256:66abe1ab51944496b033b075486013a6a9e766da6d50ea1853342b7e0cee0092

Observation 234dc0f7-780d-4dfb-81b1-036dc21c7507 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.355058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.458902Z digest=sha256:750d6b66990cddc8ba7c72bfbd021a4d26a6534583d7b890eb441cc98543998c

Observation b60347c3-0859-4fec-8bb1-9ac188cde132 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.462479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.462479Z digest=sha256:7a82f08d79ba93d84f58cf070e27515565bdbac8a7a3432d0f4d7b2ea4342dce

Observation 518b72c5-9c86-4c50-b4e8-5962de634eaf · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.343511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.466167Z digest=sha256:21bc2ec501490c8525c2358e05f9b428b87df9b37a7e201c5813f0e4fe517736

Observation 0e45ac16-7dbd-4e37-9043-7bb3ac7f7be5 · outbound

This paper cites Fawzi, S.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Fawzi, S

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:20:24.331965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.470162Z digest=sha256:16b2ff1b705fd9a71460168aeeacdc3cfd912edfd9b07cf0c1788ac1cdd44eaf

Observation 24b38911-3c36-47ef-83e1-c3eda4303467 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.473865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.473865Z digest=sha256:09f68133295ca1b1e5599b484dbdf12fa4c0687f1dce8c799e7fdf0d7809f5cd

Observation 28220012-91fb-4cf6-a79f-988c0278afce · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.319438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.477725Z digest=sha256:53d6560ecddfdd5b3776956a4a54d7132b99b28778fb7e9f0a59f165ce4a7f91

Observation 20ac2175-b743-4a87-8eb8-3c0676d9db67 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.307462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.481399Z digest=sha256:aad2fb14459252d417a6c27f351afc9c89ff034baa1fdaf0b4add688a234d064

Observation b202a1b2-77a8-48d5-ba96-c879cce5937f · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.295993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.485138Z digest=sha256:5303f3c8996f372f3bcafb085b824b67f4edc6de33ff4f1c1c286cf96421412d

Observation a188be95-a0df-4be2-b6dd-70cbaa0e974d · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.283484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.488764Z digest=sha256:42327f0f9391008975b936969d27c02b703efe06c281a4eb34a7c71d791dbcc6

Observation 28701010-c819-469c-b57b-199b9f0b2cb7 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.492176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.492176Z digest=sha256:7babf6e37b7e7974e9b5574ff546f354e0a6a92cadd90f8df576a0bf12703d67

Observation 49a4e750-e620-4b98-b8a2-47d2ee57d95e · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.270145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.496090Z digest=sha256:47b3886f5d327ab6aaf23c18d79e5f54d5a32202240c0b30bbcedc3a84bb6317

Observation 4f5dbbd2-f54b-40c0-bc37-dea2be917c88 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.256819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.499545Z digest=sha256:88292b0e3286e7a00f34df63db4b1f8589ba6ed6126c216f23c13e80a8e5da80

Observation d04b7460-3293-4c9f-a43d-0cf5f67e825b · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.244240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.503286Z digest=sha256:e908ae306c3af22c9341c1f0e4b4c6253fb27f3aee704550ad26804cf83166d5

Observation 1c65c14f-f438-4de9-9e89-a7928ff99a7d · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.231735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.507045Z digest=sha256:9ef96f79254ffb483861c3b2cce5864f37eef418008747bfea4cb967db6cd8d0

Observation 25a36eec-da5b-4ee1-9202-1bb2f53a2db7 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.510789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.510789Z digest=sha256:9bdb707a531349ca845312a370f1ecf229ba84aeb39c321587b3c5d4c90c7469

Observation 8d44cdca-f5d5-4f4c-87e5-6a65fb0551f8 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.213333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.514552Z digest=sha256:73e2a03e9832a38114f64eaeb499e6287fd8f19072ff1c787192428fa75daf9d

Observation fb4af5ee-0f13-4045-b724-e107fc9bdc29 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.201227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.518433Z digest=sha256:8a6c1e25c3f4cf1021861acbd4b047e0865d79bae991e21d36838fc9ad9891f6

Observation 755418fc-6ffa-4a31-ab20-29712604efb2 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.189587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.522154Z digest=sha256:9d948bc9d01ec1727a693129e8e743fdb766d4d98618f83f31252b7792307a25

Observation d8c6f55e-aec1-45ef-acba-796bc6d20a78 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.177997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.525991Z digest=sha256:317a8e9c3a4ea9192bc1e12180281adac71ca0ae467ae468c8884bb1dc5c09fb

Observation b9f987ee-16d1-4f55-92f8-4571020d6223 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.165648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.529670Z digest=sha256:b36008eac21cf90eddf282d894515cb99bcf0f6c04f97260d158d50ffafac0bd

Observation 7440d29c-b584-4ae8-83c5-354098ae6351 · outbound

This paper cites Papineni, S.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Papineni, S

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:20:24.152707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.533292Z digest=sha256:c956b3f1998711a0768e9e579f8abf18e14c442e88cd845760975e660644d965

Observation ac790729-d4ac-46ab-9be5-de88f1eae4d4 · outbound

This paper cites Learning gain differences between ChatGPT and human tutor generated algebra hints.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Learning gain differences between ChatGPT and human tutor generated algebra hints

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.537266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.537266Z digest=sha256:75a0c410d2ae5aa51ac65119a22967b3380e6413d1cb1d7745aaea1fce7b4666

Observation 1d65c248-d3bd-4186-a5fa-317ca17e906c · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.541295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.541295Z digest=sha256:461ad8ab26ea0c652f4c4886ab70cc8e4ba0a87b9991b8059c037438bc837198

Observation 421f9c97-d30e-44f4-9d20-28c28feb2e64 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.141243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.544902Z digest=sha256:364efff78b2d507f24acb1f8283a7324691011f18370691f6de1acc88d8a251b

Observation c2a324ad-db9f-46a8-907d-20ee04350a87 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.130123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.548379Z digest=sha256:0d6de40e3400abbee814eb84c7d96387a74eff2e18b2f0bbafcec16d52f3d911

Observation 73476f2f-a138-4c33-b59d-855dff4bc72c · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.118631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.552103Z digest=sha256:d30c030a89e08cff433991de9503238901d854f8b25ad9e2a11fcade3bc3ef5a

Observation 27c17678-3d9e-4e00-abf6-c7b3eebad28f · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.105976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.555777Z digest=sha256:6280f8b801f3d05d9c177fcb358244a3d7c06d08b38f159d514bfa0ccd8209cb

Observation cec78cbf-b362-4b22-a507-f37507de491a · outbound

This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education SQuAD: 100,000+ Questions for Machine Comprehension of Text

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.559394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.559394Z digest=sha256:2fad41adc0fbd8b36ec2b20943241aee899d8fa74458fa0bdfc1135ee689de49

Observation 19247435-9665-4d9a-9070-97fd18a92235 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.092057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.563202Z digest=sha256:ab3693ba35e901eca3e91be14cfbc11f562e8ce5d282225bf1dedc61d7257ab4

Observation 62f250a6-e0d4-4a43-b486-5aee1b44ec4f · outbound

This paper cites 2024.Global Report on Teachers: Addressing Teacher Shortages and Transforming the Profession.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education 2024.Global Report on Teachers: Addressing Teacher Shortages and Transforming the Profession

Reference 52

Resolution
verified exact
doi, observed 2026-08-10T21:20:23.637763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.567046Z digest=sha256:d2eae223e9e7f47dd2bf2a3963fac61a44cd2afaae77661d634e1310a67308da

Observation a1b6e569-f7e5-46d3-b43e-212306cfca07 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.078899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.570677Z digest=sha256:dcc4240c699eae728479a8e52988be5ff45538d54b8abac9fa5305c42e75db0c

Observation 4d728092-0f90-4588-9121-8bec582b8d21 · outbound

This paper cites Large Language Models for Education: A Survey and Outlook.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Large Language Models for Education: A Survey and Outlook

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.574288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.574288Z digest=sha256:6cae902cfa97cfad16fb9b57a181a28747877bacf01f566662ad0a6e36bd3906

Observation 7b86eaf3-8406-4971-ad5b-610b923c89f3 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:20:24.066715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.578291Z digest=sha256:a3275622dff25c663cc964b0503dd85c9bd56cd28213ab35044ac9833147c50f

Observation cf8d3343-0c13-4f19-af0f-4611ba984ebe · outbound

This paper cites Contextualizing Problems to Student Interests at Scale in Intelligent Tutoring System Using Large Language Models.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Contextualizing Problems to Student Interests at Scale in Intelligent Tutoring System Using Large Language Models

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.582047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.582047Z digest=sha256:b6fca28c8b230e88482cf317f3b9bdd75b69c5d4f630d1a71b75eec7426b4849

Observation 8aefb5df-7793-4026-8958-7ed5015a02b5 · outbound

This paper cites Yudelson, Kenneth R.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Yudelson, Kenneth R

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:20:24.053935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.586026Z digest=sha256:bf9e4ee8c37227387deca975390b1ecf87b7cdb3c4c28b8cf122e76efc63d11c

Observation 7a8fe0d8-d727-47c9-bbf6-d08ea30cb463 · outbound

This paper cites Zhang and A.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Zhang and A

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:20:24.041574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:20:23.589809Z digest=sha256:7c8bbdd5606e1fe06cd5d505fb0a28b1599ab7d07ef8bc5f0d546c5d04ee8351

Observation ecbc50a0-7660-4e21-acec-52ee73ec0675 · outbound

This paper cites an unresolved cited work.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.593251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.593251Z digest=sha256:69a645b1996c1f79ed339f2d2fce8cd162c56e8492fb8d866da26b7f9b466d0c

Observation 03178531-8d03-44a4-9d10-516af3b73787 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education BERTScore: Evaluating Text Generation with BERT

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-10T21:20:23.597162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:20:23.597162Z digest=sha256:15fb917714c740290d465c14fe73f4e7212ab6e921f926c7a2ed1a023e7ca649

Pith citing papers

No inbound Pith citation observations are available.