Paper Citation Record · LEDGER

System-2 Mathematical Reasoning via Enriched Instruction Tuning

As of 14 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 2 inbound Pith citation observations for arXiv:2412.16964.

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

pith.paper-citation-record.v1
2412.16964 v2

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:58:55.232552Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T17:05:48.244094Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T17:12:25.259204Z

Reference resolution

60 of 60 outbound references displayed

verified exact0
verified fuzzy0
unresolved60
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a55b3931-e70f-4c2f-ac8b-b8a73f79b34f · outbound

This paper cites online" 'onlinestring :=.

System-2 Mathematical Reasoning via Enriched Instruction Tuning online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.922392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbbed844-b9b1-4d75-b9d9-51f35073b526 · outbound

This paper cites write newline.

System-2 Mathematical Reasoning via Enriched Instruction Tuning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.928737Z

Source-reported events for the cited work

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Observation 558eb688-8965-4f7a-9dc1-1ab30b6a765f · outbound

This paper cites GPT-4 Technical Report.

System-2 Mathematical Reasoning via Enriched Instruction Tuning GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.934374Z

Source-reported events for the cited work

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Observation 2c449c02-6f8d-473e-be46-841a65c61f27 · outbound

This paper cites Llemma: An Open Language Model For Mathematics.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Llemma: An Open Language Model For Mathematics

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.945600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c738cf5a-996e-46cc-be94-52024b1e7b07 · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

System-2 Mathematical Reasoning via Enriched Instruction Tuning DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.950636Z

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Observation 844e4dbe-6aef-455f-baa5-16e14de94b91 · outbound

This paper cites VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search.

System-2 Mathematical Reasoning via Enriched Instruction Tuning VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.956194Z

Source-reported events for the cited work

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Observation 462edb99-56b0-4f08-b2a2-3ab34c1da5ce · outbound

This paper cites RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control.

System-2 Mathematical Reasoning via Enriched Instruction Tuning RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.961904Z

Source-reported events for the cited work

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Observation 348be9ca-24f5-4713-965a-332a8a94f450 · outbound

This paper cites Language Models are Few-Shot Learners.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Language Models are Few-Shot Learners

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.968023Z

Source-reported events for the cited work

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Observation dc5432ed-ea4d-4cf6-9bba-c33032535fe1 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.973777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af91cf21-96d0-4cb7-b468-6b50eddc7cee · outbound

This paper cites When is Tree Search Useful for LLM Planning? It Depends on the Discriminator.

System-2 Mathematical Reasoning via Enriched Instruction Tuning When is Tree Search Useful for LLM Planning? It Depends on the Discriminator

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.978726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e0215a4-2460-4814-b740-dea1cb328111 · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.984106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca3a919-0996-442f-82c3-ddc1d4f26183 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Training Verifiers to Solve Math Word Problems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.989174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e9dd4f8-18fb-4de0-8a5e-ceab7fad667a · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:54.994529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6d78602-d44c-47ae-9c56-691eb35575c6 · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:58:56.130256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 87c82c2e-43e4-4385-b05e-ec209c72fdae · outbound

This paper cites Embedding Self-Correction as an Inherent Ability in Large Language Models for Enhanced Mathematical Reasoning.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Embedding Self-Correction as an Inherent Ability in Large Language Models for Enhanced Mathematical Reasoning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.004697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fd705c3-2c68-425d-b687-7ccd0ff8252c · outbound

This paper cites ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving.

System-2 Mathematical Reasoning via Enriched Instruction Tuning ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.010034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faa24726-3694-4b6f-8588-17c4fa929a17 · outbound

This paper cites Thinking Fast and Slow in Large Language Models.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Thinking Fast and Slow in Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.015663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61c03db9-c3a0-483c-b047-cd4b5061145e · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Measuring Mathematical Problem Solving With the MATH Dataset

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.020637Z

Source-reported events for the cited work

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Observation 15385937-2fb8-4e7d-ba69-53fe64ecbea4 · outbound

This paper cites AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMs.

System-2 Mathematical Reasoning via Enriched Instruction Tuning AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.025800Z

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Unavailable: canonical work link unavailable.

Observation a5f50e5b-ffc3-4270-9ee4-07fcdbc22527 · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.031232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d37e4fe-4860-4420-90d2-9b35f06f2d5f · outbound

This paper cites The Impact of Reasoning Step Length on Large Language Models.

System-2 Mathematical Reasoning via Enriched Instruction Tuning The Impact of Reasoning Step Length on Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.036537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b31cb285-80e3-4267-9a88-5b7731750c7e · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:58:56.103700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3b6c2239-59d8-4510-8180-3844c6c76a14 · outbound

This paper cites Scaling Laws for Neural Language Models.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Scaling Laws for Neural Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.046506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bc9210e-8220-44ee-8a02-a91ab69a907f · outbound

This paper cites Adam: A Method for Stochastic Optimization.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Adam: A Method for Stochastic Optimization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.051638Z

Source-reported events for the cited work

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Observation 68e0126e-1c92-4474-9ac4-23af33348074 · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:58:56.087440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1f3ed196-84ba-4939-882e-fec9e786c2e9 · outbound

This paper cites RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback.

System-2 Mathematical Reasoning via Enriched Instruction Tuning RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.061657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72361e13-963d-4b7a-b88c-1dee1cede574 · outbound

This paper cites TinyGSM: achieving >80% on GSM8k with small language models.

System-2 Mathematical Reasoning via Enriched Instruction Tuning TinyGSM: achieving >80% on GSM8k with small language models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.066821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93d20052-1d88-4b03-8252-6c3a9c4878e3 · outbound

This paper cites A Survey of Deep Learning for Mathematical Reasoning.

System-2 Mathematical Reasoning via Enriched Instruction Tuning A Survey of Deep Learning for Mathematical Reasoning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.071925Z

Source-reported events for the cited work

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Observation ebd885ec-f794-463b-a8a0-ac131827537d · outbound

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

System-2 Mathematical Reasoning via Enriched Instruction Tuning MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.077285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6829a5b9-a378-4a54-acb9-bea70a213d6e · outbound

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

System-2 Mathematical Reasoning via Enriched Instruction Tuning WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.082730Z

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Observation 453d06d9-319c-4d7b-a7d8-02d1144bb7c6 · outbound

This paper cites When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale.

System-2 Mathematical Reasoning via Enriched Instruction Tuning When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.087761Z

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Unavailable: canonical work link unavailable.

Observation e62c0bb0-a481-4949-8676-b94e2c0157a0 · outbound

This paper cites Orca-Math: Unlocking the potential of SLMs in Grade School Math.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Orca-Math: Unlocking the potential of SLMs in Grade School Math

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.093376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd08e71f-d6c7-4875-b978-57bb644d2ad5 · outbound

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System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.098686Z

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Observation 42a462de-e2fb-48b3-aca0-955fa7c0511f · outbound

This paper cites The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only.

System-2 Mathematical Reasoning via Enriched Instruction Tuning The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.103299Z

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Unavailable: canonical work link unavailable.

Observation ddb7a3b0-ff54-4735-b94a-39f3bdf62fe0 · outbound

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System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 36

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Unavailable: canonical work link unavailable.

Observation 17eb3779-3389-45d8-92f7-844cfab44168 · outbound

This paper cites Learning To Retrieve Prompts for In-Context Learning.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Learning To Retrieve Prompts for In-Context Learning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.113484Z

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Observation ee3da37a-2e1c-47aa-b98e-2e18e63c1948 · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.118455Z

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Observation 10a8ceaa-9650-4708-a9a2-df6fa1037d53 · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:58:56.039896Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0c6c9a4a-4e4c-4f4e-9a78-4545e61318e4 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

System-2 Mathematical Reasoning via Enriched Instruction Tuning LLaMA: Open and Efficient Foundation Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.127695Z

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Observation e998d90b-602c-4255-9e4f-022fb2a66a3e · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.132354Z

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Observation ad687379-b902-4a92-a087-235bc53f3dc7 · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:58:56.024132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 61b615f9-0986-4ff2-9124-1a365d7dc5a3 · outbound

This paper cites MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning.

System-2 Mathematical Reasoning via Enriched Instruction Tuning MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.143093Z

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Observation 5eb52ec2-4b33-442f-920f-722fd7576663 · outbound

This paper cites Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.148293Z

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Observation 6d79ee24-9145-4b79-b4df-ca405501395e · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:58:56.007827Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 305c946a-d677-4a17-b026-95ae24084e2c · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.157913Z

Source-reported events for the cited work

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Observation 11757126-443c-49c2-b5ad-34ec9a99951d · outbound

This paper cites Chain-of-Thought Reasoning Without Prompting.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Chain-of-Thought Reasoning Without Prompting

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.162947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4467c97-9054-4550-9941-89a9fbf83c04 · outbound

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System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.167844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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System-2 Mathematical Reasoning via Enriched Instruction Tuning System 2 Attention (is something you might need too)

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.172679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f562407d-f349-4e75-ab5c-e7e219e36a82 · outbound

This paper cites Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.177931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21267594-fc1c-4c62-a541-0172c08a73b8 · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

System-2 Mathematical Reasoning via Enriched Instruction Tuning WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.183003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a5a9bdd-4dc0-44db-a490-7088e8972f23 · outbound

This paper cites ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline.

System-2 Mathematical Reasoning via Enriched Instruction Tuning ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.188091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 610c0677-6bf0-44bd-9830-468fef4cd1af · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:58:55.980710Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e04895ca-c65d-4e04-af00-f2e315aeef83 · outbound

This paper cites an unresolved cited work.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.198062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b222c06f-31ca-4120-92a0-cba318ac3544 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

System-2 Mathematical Reasoning via Enriched Instruction Tuning ReAct: Synergizing Reasoning and Acting in Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.202680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 341217fb-23f0-473b-8fd8-8d4645a44013 · outbound

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

System-2 Mathematical Reasoning via Enriched Instruction Tuning MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.207817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a82b1b6-4630-445e-879d-9b5a8dfa9cfb · outbound

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System-2 Mathematical Reasoning via Enriched Instruction Tuning Distilling System 2 into System 1

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.212867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ec33a4c-6752-42a3-b9e8-c8c3178105c1 · outbound

This paper cites Scaling Relationship on Learning Mathematical Reasoning with Large Language Models.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Scaling Relationship on Learning Mathematical Reasoning with Large Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.218048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c3ab58e-a1b7-4650-a0a5-d5ab3d6e03e9 · outbound

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System-2 Mathematical Reasoning via Enriched Instruction Tuning MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.222846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3169f3cd-eba6-4fc4-abd7-d459329a2815 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

System-2 Mathematical Reasoning via Enriched Instruction Tuning Automatic Chain of Thought Prompting in Large Language Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.227674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6ff499b-e65d-4f26-8121-c0c08d514e09 · outbound

This paper cites WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents.

System-2 Mathematical Reasoning via Enriched Instruction Tuning WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T05:58:55.232552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 752786e5-54b0-41a6-9fbf-dd9a61e0f212 · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models System-2 Mathematical Reasoning via Enriched Instruction Tuning

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:40:41.245411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 414c16ba-13b0-4500-8365-27bda7d9ef28 · inbound

Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs cites this paper.

Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs System-2 Mathematical Reasoning via Enriched Instruction Tuning

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T17:12:25.260632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.