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Paper Citation Record · LEDGER

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?

As of 17 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 3 inbound Pith citation observations for arXiv:2507.04391.

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

pith.paper-citation-record.v1
2507.04391 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:53:40.556488Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:40:49.924763Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved45
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f13a2e49-d623-4cec-bf28-2959d067304a · outbound

This paper cites Zebralogic: Benchmarking the logical reasoning ability of language models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Zebralogic: Benchmarking the logical reasoning ability of language models

Reference 1

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raw_fallback, observed 2026-08-06T19:53:44.868218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:34.150156Z digest=sha256:e277cf8c7bb7ff4317509acb13d72a61ee759a7420b1a351324e31e7622986ab

Observation 88b75743-5af5-4e2a-bacf-f2cbe79dc62a · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 2

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source=arxiv_source observed=2026-08-06T19:53:34.230085Z digest=sha256:10b323008a733d4f98451762d4168faf7d83e00f32958761d317dabf112d58b6

Observation 749c3dc8-3531-4bf6-a130-862cbd30b3e8 · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 3

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source=arxiv_source observed=2026-08-06T19:53:34.329138Z digest=sha256:2496b3c1d213e2767d8bb92ca16ffb39cc71ce41cd7b58ab8aafe0652c17b25b

Observation 970e872e-43f5-4208-8d18-28c9c639f3b6 · outbound

This paper cites Instruction Pre-Training: Language Models are Supervised Multitask Learners.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Instruction Pre-Training: Language Models are Supervised Multitask Learners

Reference 4

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no resolver link, observed 2026-08-06T19:53:34.395440Z

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source=arxiv_source observed=2026-08-06T19:53:34.395440Z digest=sha256:52e320558f8a1301e0763d75e9772269343c54e11c1e1a828b55be6376d64cfe

Observation 3ecaf4e5-e723-40ed-803e-d10cd0820f80 · outbound

This paper cites Le, Sergey Levine, and Yi Ma.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Le, Sergey Levine, and Yi Ma

Reference 5

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raw_fallback, observed 2026-08-06T19:53:44.590755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:34.560456Z digest=sha256:edd5dd3cbc4bb50a11661b5cb2c62865e7339a5be7c8865218dd025c65844921

Observation 065f7e29-67e2-40cf-ba2d-57688aacf2c5 · outbound

This paper cites Scaling instruction-finetuned language models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Scaling instruction-finetuned language models

Reference 6

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source=arxiv_source observed=2026-08-06T19:53:34.662425Z digest=sha256:adcac672521af054d63b6f3234f028bd0cf8c3efda934efbf970113dc973eeac

Observation 95871245-2c12-453f-b605-08f36fb3bed9 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 7

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source=arxiv_source observed=2026-08-06T19:53:34.731432Z digest=sha256:bc3cedca6bf0f75bb8bd31bd3f74533c82a22853c93b81a3225842a902fea3a0

Observation 654ba4ae-a7fb-4646-ab3a-850fa2261cb1 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Training Verifiers to Solve Math Word Problems

Reference 8

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source=arxiv_source observed=2026-08-06T19:53:34.852978Z digest=sha256:8a42d957d51200f306f5885d52f01f687e02b2d507f6fab8c12075b2f18fbb5f

Observation ee9a7c81-0128-493f-9e0a-99ad92e19ed8 · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning

Reference 9

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source=arxiv_source observed=2026-08-06T19:53:34.985886Z digest=sha256:5ad3e79eeea3abd30f83a8caa385595d1ed250c96641440f9deb0dbeccf64b3b

Observation c1b9cc91-48d1-4678-9055-a09fc7ad7818 · outbound

This paper cites Arithmetic and the brain.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Arithmetic and the brain

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:35.088250Z digest=sha256:80d96254da2c49aa3c6d1912e2e3a7b7eb9bf3518448e877eb24ce8a8e363e16

Observation c870accb-fb5c-43fc-85f3-513b1c13b88f · outbound

This paper cites Enhancing Chat Language Models by Scaling High-quality Instructional Conversations.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Enhancing Chat Language Models by Scaling High-quality Instructional Conversations

Reference 11

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source=arxiv_source observed=2026-08-06T19:53:35.219098Z digest=sha256:1fb9807295e3a5fcf7893238dd3b2b1f444cfe05864893437e9dfbdc393d6a73

Observation 56b2e48c-a9b5-4430-995c-9524af5a3c88 · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:35.324760Z digest=sha256:4f69efd80dd2403fe673f28814deae2fd048bc0bd2e9a7fd675d05fcca4a6d27

Observation 48579171-3ac4-4941-9281-067b144d12db · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 13

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source=arxiv_source observed=2026-08-06T19:53:35.443948Z digest=sha256:194ecd0d615489470c2b3305582f884c750372ea7ba02de6a94c1ac7d8a61b34

Observation 3354d6a7-6dae-477d-b77e-7b34fb957b6a · outbound

This paper cites What explains the relationship between spatial and mathematical skills? a review of evidence from brain and behavior.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? What explains the relationship between spatial and mathematical skills? a review of evidence from brain and behavior

Reference 14

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raw_fallback, observed 2026-08-06T19:53:43.695129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:35.575875Z digest=sha256:7f942fb86eb7f33425e75ab3f113709d6ce88f748603521499df01bf22224812

Observation 753801d5-a655-41c0-a8ae-76ddeba90ad7 · outbound

This paper cites Measuring massive multitask language understanding.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Measuring massive multitask language understanding

Reference 15

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source=arxiv_source observed=2026-08-06T19:53:35.657423Z digest=sha256:72d1d0dd9667774a75445edb5516a29170ebc04d0491b3bc4032207d76a0902d

Observation 41ec0ae0-e8c1-4330-9341-10208e467036 · outbound

This paper cites Measuring mathematical problem solving with the math dataset.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Measuring mathematical problem solving with the math dataset

Reference 16

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no resolver link, observed 2026-08-06T19:53:35.729199Z

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source=arxiv_source observed=2026-08-06T19:53:35.729199Z digest=sha256:451190e3d7bf3b4479eda318c04c8420224555289673786e311dfb27fa701ac7

Observation 82cf14e8-21e3-412a-95e0-74673aac6292 · outbound

This paper cites O1 replication journey -- part 2: Surpassing o1-preview through simple distillation, big progress or bitter lesson?, 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? O1 replication journey -- part 2: Surpassing o1-preview through simple distillation, big progress or bitter lesson?, 2024

Reference 17

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raw_fallback, observed 2026-08-06T19:53:43.342925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:35.847541Z digest=sha256:d4ae7bf81a931a60fea8c13ff04784e8a187ce2add50532cce1b265dc9c3010d

Observation f5306690-080e-4446-9591-ce6e266d9e91 · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 18

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source=arxiv_source observed=2026-08-06T19:53:35.962182Z digest=sha256:25727a1a85ff9d0d479a28fd238c319f816c7aaf96ed681e419c0427485618b4

Observation 8302004b-2426-4cfc-b118-cd69da7e9d48 · outbound

This paper cites Solving quantitative reasoning problems with language models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Solving quantitative reasoning problems with language models

Reference 19

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source=arxiv_source observed=2026-08-06T19:53:36.057565Z digest=sha256:9f892e1e6e7cdbe69a5a924e282ce30c6264a98b44e56a359a4c74166e523a72

Observation b2c1aab3-cb33-494e-b652-9c122a2f4521 · outbound

This paper cites Numinamath, 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Numinamath, 2024

Reference 20

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raw_fallback, observed 2026-08-06T19:53:43.086149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:36.195390Z digest=sha256:3750fad7f4894c13ff4180eb8f0a79e761a5cbd71e6d0745bbb950d9388cf74c

Observation 050cc664-aa3c-419c-85b8-32b647b37b05 · outbound

This paper cites Codei/o: Condensing reasoning patterns via code input-output prediction, 2025.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Codei/o: Condensing reasoning patterns via code input-output prediction, 2025

Reference 21

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source=arxiv_source observed=2026-08-06T19:53:36.270385Z digest=sha256:9ceacf7cc2f92a1d13ab42fa32422109dcb62d40b181a1392bbbca8112cc7ab1

Observation 07e4d107-16f5-421e-8555-eaa582a7d380 · outbound

This paper cites Openorca: An open dataset of gpt augmented flan reasoning traces.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Openorca: An open dataset of gpt augmented flan reasoning traces

Reference 22

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raw_fallback, observed 2026-08-06T19:53:42.786195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:36.346417Z digest=sha256:a15254643b6d6bac5d152389de31f14d189fca83343650faa2dd250c292b6874

Observation 070b33a7-9a75-454c-9782-53192d24135c · outbound

This paper cites Rho-1: Not all tokens are what you need, 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Rho-1: Not all tokens are what you need, 2024

Reference 23

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source=arxiv_source observed=2026-08-06T19:53:36.418052Z digest=sha256:bd1b394148e2a37bbb23120ee6d45636455e1e0c47eab605d88ea0c6551ec76b

Observation e69cc22f-7a75-44ca-88a0-e511d56ac8c2 · outbound

This paper cites LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning

Reference 24

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source=arxiv_source observed=2026-08-06T19:53:36.511094Z digest=sha256:4201de77fecda99e86ecc4d063ce8b969003b356f0acb66afe67bd59a616d43f

Observation c5b90d91-39aa-40b2-8324-cdd567b42a45 · outbound

This paper cites The flan collection: Designing data and methods for effective instruction tuning.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? The flan collection: Designing data and methods for effective instruction tuning

Reference 25

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raw_fallback, observed 2026-08-06T19:53:42.464514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:36.653002Z digest=sha256:255a0a5c64784d06e77bfeb7528d06e56538d8a48d2a75d7643add4c90461d16

Observation 4dc90c5d-7c0e-438d-93fd-8bf69ab68936 · outbound

This paper cites MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs

Reference 26

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source=arxiv_source observed=2026-08-06T19:53:36.791996Z digest=sha256:b2e918ae92af45ea466c728bd380aa2e8674541dae426424adbab328764fee34

Observation 04f723f9-4b6f-462b-9bd7-84ecd5f5a829 · outbound

This paper cites WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct

Reference 27

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source=arxiv_source observed=2026-08-06T19:53:36.939116Z digest=sha256:bbf1bda13fdf661bbab1a1ee94cb44b33a12c86970cef9d408a9e91269179650

Observation 02229a9f-28c9-464c-9987-9fc617302b68 · outbound

This paper cites The Llama 3 Herd of Models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? The Llama 3 Herd of Models

Reference 28

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no resolver link, observed 2026-08-06T19:53:37.070755Z

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source=arxiv_source observed=2026-08-06T19:53:37.070755Z digest=sha256:5d55ccbebc34ce477effc5b6a33820bec46364fe1ce044f4fe535e20eeab54e1

Observation 48e3546e-a3c8-42f3-8b52-4132d6d5fe8b · outbound

This paper cites s1: Simple test-time scaling, 2025.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? s1: Simple test-time scaling, 2025

Reference 29

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no resolver link, observed 2026-08-06T19:53:37.165480Z

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source=arxiv_source observed=2026-08-06T19:53:37.165480Z digest=sha256:eb46f8d5d94da6a47b228aab2c4479e2c2dea1c285056ad80a38a948b86f5dcd

Observation 1051cb50-daf5-430d-a11e-ad5d75473526 · outbound

This paper cites Orca: Progressive learning from complex explanation traces of gpt-4, 2023.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Orca: Progressive learning from complex explanation traces of gpt-4, 2023

Reference 30

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source=arxiv_source observed=2026-08-06T19:53:37.313018Z digest=sha256:675f2f0f213139017d1508ad2551f7a707b4d372b9471576181bf037f8156036

Observation d49bb70e-2fef-4621-9dcc-7a0c948c7a16 · outbound

This paper cites Learning to reason with llms.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Learning to reason with llms

Reference 31

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source=arxiv_source observed=2026-08-06T19:53:37.467974Z digest=sha256:aeda8cf61a3fe6683d20f9284e171f6906270385e74a78ad287a65ae0042baad

Observation 1c95fb62-4ee2-4bc1-9778-1a5eb4a1710b · outbound

This paper cites OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text

Reference 32

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source=arxiv_source observed=2026-08-06T19:53:37.629620Z digest=sha256:39d70e4097bb401787c1e3810736ca79dcf291ef2920db7e93737418302d7702

Observation 1e79b7e7-ced6-4724-963e-999308e38ca4 · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 33

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source=arxiv_source observed=2026-08-06T19:53:37.789442Z digest=sha256:3b318cba6c5bbe02e67ffcb4269c7de0428a7b1d052c3b6902f400614201e69e

Observation d54b2b5f-e9e9-41f1-b605-dddc9047ff1e · outbound

This paper cites Winogrande: An adversarial winograd schema challenge at scale.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Winogrande: An adversarial winograd schema challenge at scale

Reference 34

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source=arxiv_source observed=2026-08-06T19:53:37.907237Z digest=sha256:db4e1bcf1ce3c5834e93f656523c2284ec247b0a691cfd294307bee3b21a4c8e

Observation ddb88711-8088-49a8-a1c8-7068d234c56b · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 35

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no resolver link, observed 2026-08-06T19:53:38.056924Z

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source=arxiv_source observed=2026-08-06T19:53:38.056924Z digest=sha256:8f59cf186608b2a28ed535d92665fe8297612af75d7aed4cadf377d448b16e9b

Observation 411726f1-f457-4583-acd8-3d8c89dea64f · outbound

This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 36

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source=arxiv_source observed=2026-08-06T19:53:38.225807Z digest=sha256:d179caf4a04c07109c37b9963d7d20559364f47e17b62298cc072623a046ac4c

Observation 937a02aa-8ed8-4cf7-babe-cd06a0e94de5 · outbound

This paper cites ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language

Reference 37

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no resolver link, observed 2026-08-06T19:53:38.311047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:38.311047Z digest=sha256:5b2ec09150c4f3557c88363c352bc8e1058177ad57177031530a76136792bddd

Observation 3169f722-a7d6-44a2-b8a3-074f61705a2b · outbound

This paper cites MathScale: Scaling Instruction Tuning for Mathematical Reasoning.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Reference 38

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no resolver link, observed 2026-08-06T19:53:38.465382Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:38.465382Z digest=sha256:58828fdf984fc8042d4b0d42efb51f040571e6d875f5a3e72eb5c24aee89df88

Observation 01bdbc45-c56f-4974-8008-a0e2f95331ca · outbound

This paper cites Kimi k1.5: Scaling reinforcement learning with llms.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Kimi k1.5: Scaling reinforcement learning with llms

Reference 39

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verified fuzzy
raw_fallback, observed 2026-08-06T19:53:42.102784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:38.625561Z digest=sha256:da148a319d4b02acef4c5b110663e0bd0863d631357e8ebfcd80974d025eb4e7

Observation dd40f666-2679-4415-a6e5-7e11eb05ea5a · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Qwen2.5: A party of foundation models, September 2024

Reference 40

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no resolver link, observed 2026-08-06T19:53:38.682733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:38.682733Z digest=sha256:1a172cdc2f86b4969765cc35fae19eaf71195dc4b7b1cd119083f8acf9e17cbf

Observation 8c7f1bec-92d4-421c-bfea-0ef1c436dd94 · outbound

This paper cites DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving

Reference 41

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no resolver link, observed 2026-08-06T19:53:38.765822Z

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source=arxiv_source observed=2026-08-06T19:53:38.765822Z digest=sha256:9c0990723483bab43dbb66cec4615f684b0ee0b78acfd3e7129ad3d9684fecbd

Observation f20c9d30-5087-4d7f-b097-ec30cb82784e · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Chain-of-thought prompting elicits reasoning in large language models

Reference 42

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no resolver link, observed 2026-08-06T19:53:38.842557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:38.842557Z digest=sha256:352a6224b0443a96526cee3f4981a5200d67a65abb9b13ba43faab398c99e033

Observation 6c89ebca-b3df-410c-8ab9-27b208d4c24e · outbound

This paper cites Magicoder: Empowering Code Generation with OSS-Instruct.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Magicoder: Empowering Code Generation with OSS-Instruct

Reference 43

Resolution
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no resolver link, observed 2026-08-06T19:53:38.934962Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-06T19:53:38.934962Z digest=sha256:d8502335dd9f3d546794c97b049968fe6f9cf37daf948ff2ac6045aba5060a94

Observation 73906748-537d-4ed7-b8d6-719e4e8f8c25 · outbound

This paper cites Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Reference 44

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no resolver link, observed 2026-08-06T19:53:39.047198Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:39.047198Z digest=sha256:3075754ca8cbdce74c04d1cdac6d6237bb4b79134404030b79b7c5d10cd5a45f

Observation eb1a2f01-6724-4e59-ba04-d98fcef49da6 · outbound

This paper cites Qwen2 Technical Report.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Qwen2 Technical Report

Reference 45

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no resolver link, observed 2026-08-06T19:53:39.174531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:39.174531Z digest=sha256:df8b84d403839109f46adadbef034759833f15c15f5b2e4c8f5d6063e708dc13

Observation cd1bbd48-dd10-4a51-9e77-76cc17ce9097 · outbound

This paper cites LIMO: Less is More for Reasoning.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? LIMO: Less is More for Reasoning

Reference 46

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no resolver link, observed 2026-08-06T19:53:39.335046Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-06T19:53:39.335046Z digest=sha256:71812d4b3ebb83a53775d5f67439fb47018a97909062ca9c61c74305ba3c5311

Observation 5ea6cf13-6a27-4958-be72-b60ebcf40fba · outbound

This paper cites MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 47

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no resolver link, observed 2026-08-06T19:53:39.427475Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:39.427475Z digest=sha256:560be59911c18be73acd25d55f744acc9dd3d0ba1e19247cf17f321245fd45e4

Observation 228d5a9e-0502-4956-abdb-8c37e79f4a19 · outbound

This paper cites Mammoth2: Scaling instructions from the web, 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Mammoth2: Scaling instructions from the web, 2024

Reference 48

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no resolver link, observed 2026-08-06T19:53:39.496266Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-06T19:53:39.496266Z digest=sha256:5394fdcb339703e702063b2819f2c909e057cb2ad1d482e6bf4dcd75e66f269e

Observation 173951d6-9636-431c-a073-575d11687b16 · outbound

This paper cites SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Reference 49

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no resolver link, observed 2026-08-06T19:53:39.614027Z

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source=arxiv_source observed=2026-08-06T19:53:39.614027Z digest=sha256:11d603ef3890bf1b5bb6a66649eed1a2502e67fcac47c3a1d4bab2a714cff06d

Observation d0d6d302-bef9-470c-8978-52f1fcadfa54 · outbound

This paper cites 7b model and 8k examples: Emerging reasoning with reinforcement learning is both effective and efficient.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? 7b model and 8k examples: Emerging reasoning with reinforcement learning is both effective and efficient

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:53:41.803447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:39.737763Z digest=sha256:5ddceaaff2d0456fc07a78a0f57db32164fcab45ea636021a97c44965f2c1680

Observation eef38126-b329-429a-8616-045268fd87bd · outbound

This paper cites MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs

Reference 51

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no resolver link, observed 2026-08-06T19:53:39.843080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:39.843080Z digest=sha256:2dab107a381572907d1831d4d5413d183f690a9069163f497e19fea7a69fa337

Observation 693090fd-991e-48b0-baf3-2cf6a3f54203 · outbound

This paper cites Docmath-eval: Evaluating math reasoning capabilities of llms in understanding long and specialized documents, 2024.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Docmath-eval: Evaluating math reasoning capabilities of llms in understanding long and specialized documents, 2024

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:53:41.494009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T19:53:39.957956Z digest=sha256:36b2f1fa574ff64bad41d62e8886eba9923a96d6d42059894449864b409c6d7f

Observation f0740563-6783-4d9c-be73-a12a650ff936 · outbound

This paper cites P Xing, Hao Zhang, Joseph E.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? P Xing, Hao Zhang, Joseph E

Reference 53

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no resolver link, observed 2026-08-06T19:53:40.088441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:40.088441Z digest=sha256:81d9d7b9fa31483b4921500c08e31339313ffa2df9716dfa4c6c9fec60fd744a

Observation 80bf7eb9-c02f-4db2-80a5-9d8b5ecc059e · outbound

This paper cites write newline.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? write newline

Reference 54

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no resolver link, observed 2026-08-06T19:53:40.219633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:40.219633Z digest=sha256:cce1953d514108f0bd3297aa450bd5b698e8cc109f4c2d47f80002b5f8e1624f

Observation dd81cc86-93a6-4fa3-9dfd-e7b8f89e4e92 · outbound

This paper cites @esa (Ref.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? @esa (Ref

Reference 55

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no resolver link, observed 2026-08-06T19:53:40.271421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:40.271421Z digest=sha256:36f632680f5163ec24ea7d39f7ae588200eed62527ed694c522617a9f9e6bbe9

Observation c002c6fa-c391-4eb9-b2f0-a99cdbfd93b1 · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 56

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no resolver link, observed 2026-08-06T19:53:40.359402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:40.359402Z digest=sha256:b5708d8f0bd1500b921559cff80f70ede270b6ad410c84ef2205565ec72c2964

Observation e336a778-46e3-4d64-87f8-b45b4d0f0c74 · outbound

This paper cites an unresolved cited work.

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning? Unresolved cited work

Reference 57

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malformed identifier
no resolver link, observed 2026-08-06T19:53:40.556488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:40.556488Z digest=sha256:29f0f0f6401a372dc434a47668472f241d93f5b96b0edb95f32a4ce8c9373dc3

Pith citing papers

Observation 7ce2f5b1-d381-4916-9404-e26dce96ef3f · inbound

CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts cites this paper.

CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?

Reference 51

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unresolved
no resolver link, observed 2026-08-04T10:40:49.924763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T10:40:49.924763Z digest=sha256:1792f6dda28687d1ba5e6bc6993f048ed886d9cbc8e4808d18a380d1b7e818cb

Observation 2755282a-982c-4441-bad4-2529d91361c6 · inbound

SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions cites this paper.

SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructions Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-11T07:11:01.415905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T17:16:29.695213Z digest=sha256:31923cbbd3ed9554e0802770b1e44c59b045cb0fd17bba202a7c69a64184442f

Observation 4943fe86-988a-44e8-86f6-b025b2146790 · inbound

To Reason or to Fabricate: Reasoning Without Shortcuts via Hint-Anchored Pairwise Aggregation cites this paper.

To Reason or to Fabricate: Reasoning Without Shortcuts via Hint-Anchored Pairwise Aggregation Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:44:21.388423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-30T07:35:54.141056Z digest=sha256:2bd2c0b5f6e3637f11cab3054684944d4058b817c1fa9e0657bca164cc01f3ce