Pith. sign in

Paper Citation Record · LEDGER

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

As of 12 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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.367811Z digest=sha256:02522f6e1c38f19211d9581fbf0c9df81fedc9b7b6ac56ae367ea566554c013a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.376915Z digest=sha256:6ff9d6f3cd7170a150a693ccb0e51ef111ba2f39640bf476b2f956486f00db72

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.381291Z digest=sha256:9dd367a5a027a05b977995c6f3c67efe43b5e60b7a1bbd5dd7d7ae5559e1e959

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.385386Z digest=sha256:763b5d10dcd6b6ae89218fd324c5618e39716e4e69bf77bae362ff90ab667269

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.389526Z digest=sha256:1b78543afba0919fdf2ed4f3ce2719cca6e1ba105983e8596b55f233b83e2953

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.393732Z digest=sha256:1eb6b06d6513bfa539253c5c0883dd1b723e37e2ce55b4fb29d7d595af9f519e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.398553Z digest=sha256:e68314d599a6989de5e31961dfdbc07981afa954594223200575ae6be21612c9

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.410319Z digest=sha256:e2ee2fdce66556c222cd04b6179d8faeb7dc653e4a67886fef41b433d4dca189

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.418332Z digest=sha256:09fa2fcc13345982c24c8cee777fa6827e7fb8fae6e29aaf824df2441608aede

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.427160Z digest=sha256:857557bb0cdb7503479fc2a8534ba9188b53c0748dd3005a721870343b72a5cf

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.430997Z digest=sha256:95a6ac5418b4c4fbb5dc1b035b7a623f23cd9759bc948f9b0e47d04ee781ac0d

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.447223Z digest=sha256:c8c3c98665b1cfdb1fd92eb7c104bfb43050da473b68f22d03594c4a5e4a1eeb

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.454965Z digest=sha256:cdbb0a1eb57ae885cf655b00e8d06bc867576ca650eec77b87ff0b033df80831

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.458902Z digest=sha256:65a67db50248cf5b75fc46d06fb1891ab9444258d8300142ec5aa633f426c341

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.466167Z digest=sha256:015290f93ec730936b4f51dc8b2f98b2129cd64f35a1dec45c79d2e6e7b22241

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.470162Z digest=sha256:01bb573b5e86e2a674f595dd8d8c791d299c794ce2e16470993fb589bc567162

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.477725Z digest=sha256:cb2c7eedc664f344c7023997c4421d8a4f8c35e0ded14fb3e321d7742a8889d0

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.481399Z digest=sha256:e923f5307b5e27d4d1c806f315f98ba9ece9b083b2d25ee14390ae6e2ffcfbdd

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.485138Z digest=sha256:6eae8c476a7d3e93a7810564f3cab0578ac51e1f0011acd9769f4599898e3534

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.488764Z digest=sha256:78a8ad4352987cd04295aa8fdd89dd85cf64f98ac822193786d6f8d512db006a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.496090Z digest=sha256:dc80762464320e5558ee11dfb80cdff4e44723b3dbe4695787ef93da0bb6ff97

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.499545Z digest=sha256:3443575be0eec409f44f692e1187f58d470ee59e4c28154f9e653b5d24d8a423

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.503286Z digest=sha256:9937e94241d8b72cf0477c84848ff6d08ede6e24169c6ea483e19655f2e0d6b2

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.507045Z digest=sha256:e8d61802716828299561f8702d6f8fb1fce89327eb6097844ffe38acb9ba6571

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.514552Z digest=sha256:70df8064e595391a0561190cf35a8b49889e0283b9c54ad59b83f0c62310ed6e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.518433Z digest=sha256:0752e4e5a3eafff4c4d50d26026e3cc603d75dec0568acaca2d25618fbc57075

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.522154Z digest=sha256:c3640cc0faff2e269621e495f20ed058eccbf31efe9375c8b57626d87593a8e3

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.525991Z digest=sha256:6066a9ee5c4ff6b7add79690fe61428c2489e0d968463b824ecf733b76ba2bec

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.529670Z digest=sha256:cd3c2c81d2c6122f7ee13b5f1f48fa0499cc72532b61d9f410a1dc733e894a76

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.533292Z digest=sha256:7db7b62ea25b2f8dcdaa0c7ba9b56099399493ebf5d6a608313c05c6eff635bc

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=sha256:2ee61005d2475fb62c40c75a5f95527e1bb05439f31a512377781f6419d08e62

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.544902Z digest=sha256:1ceaefdabc15a0e7758dfca7b7d2489bec1bb72954471a97f4daf09924868e0e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.548379Z digest=sha256:55e6aa4b360c7570cb4d9a93b4d906ec082d464a78be1944af92f0598d602215

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.552103Z digest=sha256:544d480fc5b665494516ca4ea415c135e265ab90094a589ae6be3f1fa34e2904

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.555777Z digest=sha256:705b718b3632e493f164d07ec18b460748d209949e6216d3fd07d31b00be83e4

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.563202Z digest=sha256:51894fa67a1fd588dd9b7383e555ac85afa134f471b550dd9e84b14c26136a8e

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.567046Z digest=sha256:1c138b169d7f5d64dbea620a00f45f43cc0fda0f557f247ed91d512bf6dee4df

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.570677Z digest=sha256:4d2faaab7d08ef79e57e86b306cb8b0da6b1543839d9db530820dd19de8f0343

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.578291Z digest=sha256:b579580d42bcfc57d5fd456ee72ca832276611ca1fb5a87d814421bf32a132ce

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.586026Z digest=sha256:090b61a413421b64bf418333442b12aedfc155d7cc3a7d2fafea1d2b80709dcb

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T21:20:23.589809Z digest=sha256:6c06808bf3405b37971ed8dcd974d6331661f2887bbb7ab1beb59ec31cad18f1

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.