Paper Citation Record · LEDGER

Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?

As of 9 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 2026-08-09T06:31:02.800959+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
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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

Resolution: verified fuzzy; 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 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:34.230085Z

Source-reported events for the cited work

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:34.329138Z

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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

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

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:53:44.590755Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:34.662425Z

Source-reported events for the cited work

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:34.731432Z

Source-reported events for the cited work

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:34.852978Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:34.985886Z

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Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:53:44.226560Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:35.219098Z

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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

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:53:43.970568Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:35.443948Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:53:43.695129Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:35.657423Z

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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

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

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:53:43.342925Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:35.962182Z

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Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:36.057565Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:53:43.086149Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:36.270385Z

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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

Resolution: verified fuzzy; 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 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:36.418052Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:36.511094Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:53:42.464514Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:36.791996Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:36.939116Z

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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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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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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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:37.313018Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:37.467974Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:37.629620Z

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Unavailable: canonical work link unavailable.

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

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

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:37.789442Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:37.907237Z

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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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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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:53:38.225807Z

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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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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

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

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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

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

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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

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

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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

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

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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

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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Unavailable: canonical work link unavailable.

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

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

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Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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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

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

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Unavailable: canonical work link unavailable.

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 2026-08-09T06:31:02.800959+00:00.

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

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

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Unavailable: canonical work link unavailable.

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

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

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

Reference 54

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

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

Reference 55

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

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

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

Reference 56

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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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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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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

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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

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