Paper Citation Record · LEDGER

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models

As of 11 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 2 inbound Pith citation observations for arXiv:2501.02599.

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

pith.paper-citation-record.v1
2501.02599 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:11:29.448181Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T12:05:18.308951Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T22:47:26.045182Z

Reference resolution

19 of 19 outbound references displayed

verified exact2
verified fuzzy6
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 906f3883-8edc-47ad-b85e-aca355fe845f · outbound

This paper cites Are NLP Models really able to Solve Simple Math Word Problems?.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models Are NLP Models really able to Solve Simple Math Word Problems?

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:29.361610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1943d99-a085-46aa-9031-475af454172f · outbound

This paper cites ”Attention is all you need.” Advances in Neural Infor- mation Processing Systems (2017).

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models ”Attention is all you need.” Advances in Neural Infor- mation Processing Systems (2017)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:11:29.770853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8f2a5d5c-05ab-4178-bf0a-436fccfd2a32 · outbound

This paper cites BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:29.370890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6a40337-e828-4f2d-ae3e-6608dc2fa980 · outbound

This paper cites ”MathBot–A Deep Learning based Elementary School Math Word Problem Solver.” https://www.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models ”MathBot–A Deep Learning based Elementary School Math Word Problem Solver.” https://www

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:11:29.754223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e9b10593-3587-4ee1-82fe-f0597b7d4adc · outbound

This paper cites ”Some challenges and grand challenges for computational intelligence.” Journal of the ACM (JACM) 50.1 (2003): 32-40.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models ”Some challenges and grand challenges for computational intelligence.” Journal of the ACM (JACM) 50.1 (2003): 32-40

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:11:29.738448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 89fb0438-4b78-455e-818a-ffb9a1c3e31a · outbound

This paper cites Variational Neural Machine Translation.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models Variational Neural Machine Translation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:29.386397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 526c024a-3818-4972-8e85-1027aa6ec36f · outbound

This paper cites ”Deep neural solver for math word problems.” Proceedings of the 2017 conference on empirical methods in natural language processing.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models ”Deep neural solver for math word problems.” Proceedings of the 2017 conference on empirical methods in natural language processing

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:11:29.722751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8cca91ab-d814-43f8-8581-7a5aca045870 · outbound

This paper cites Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:29.397235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b518f21-52dc-482f-b4af-5f2790e3bd52 · outbound

This paper cites MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:29.403308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bd3cd24-759a-46f1-917e-5a0ac714e229 · outbound

This paper cites Math Word Problem Solving by Generating Linguistic Variants of Problem Statements.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models Math Word Problem Solving by Generating Linguistic Variants of Problem Statements

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:29.408199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ef72b73-1248-4280-bc24-a46bd2653c8c · outbound

This paper cites Translating a Math Word Problem to an Expression Tree.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models Translating a Math Word Problem to an Expression Tree

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:29.412662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d025c54b-d238-4729-9c68-00494e15f4de · outbound

This paper cites ”A goal-driven tree-structured neural model for math word problems.” Ijcai.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models ”A goal-driven tree-structured neural model for math word problems.” Ijcai

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:11:29.707429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e68c5bf9-1f62-411c-9647-95c5bb09a7d4 · outbound

This paper cites WARM: A Weakly (+Semi) Supervised Model for Solving Math word Problems.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models WARM: A Weakly (+Semi) Supervised Model for Solving Math word Problems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:29.422960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 436a527c-10c6-4920-b669-76a7c9f14ec1 · outbound

This paper cites Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:11:29.557739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0df6ceab-879a-4e73-930a-8b9a51c0eda8 · outbound

This paper cites ”Math word problem generation with multilingual language models.” Proceedings of the 15th International Conference on Natural Language Generation.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models ”Math word problem generation with multilingual language models.” Proceedings of the 15th International Conference on Natural Language Generation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:11:29.692364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 08459cb7-3120-447a-9fb4-6d3a0714984d · outbound

This paper cites mT5: A massively multilingual pre-trained text-to-text transformer.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models mT5: A massively multilingual pre-trained text-to-text transformer

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:29.436431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f17745be-65e0-45a4-821e-581f6d0881fd · outbound

This paper cites BanglaNLG and BanglaT5: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models BanglaNLG and BanglaT5: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:11:29.520741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a9e351ae-c5ab-4ec3-a9e0-a761dc500f4d · outbound

This paper cites Multilingual Translation with Extensible Multilingual Pretraining and Finetuning.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models Multilingual Translation with Extensible Multilingual Pretraining and Finetuning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:29.444162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fa5cea1-41ce-4a24-810b-7ce55b105117 · outbound

This paper cites Improve Mathematical Reasoning in Language Models by Automated Process Supervision.

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T22:11:29.448181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5d226691-64e7-46a1-a012-4d984b2232e3 · inbound

Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery cites this paper.

Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models

Reference 225

Resolution: verified exact; arxiv_id, observed 2026-07-02T22:47:26.046665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 16c1805a-cc5e-47a2-a8f0-40303c5996f4 · inbound

Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery cites this paper.

Reference 227

Resolution: unresolved; no resolver link, observed 2026-08-02T12:05:18.308951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.