Paper Citation Record · LEDGER

ACECODER: Acing Coder RL via Automated Test-Case Synthesis

As of 10 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 21 inbound Pith citation observations for arXiv:2502.01718.

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

pith.paper-citation-record.v1
2502.01718 v4

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T14:53:49.928017Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

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

measured 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:06:35.496885Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T08:53:16.306780Z

Reference resolution

58 of 58 outbound references displayed

verified exact0
verified fuzzy0
unresolved58
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44da6615-53d6-4f66-9fb5-d443a230d728 · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:53:50.794649Z

Source-reported events for the cited work

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

Observation 6455e7b6-a609-4a9a-ade0-38285b52686f · outbound

This paper cites Program Synthesis with Large Language Models.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Program Synthesis with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.650903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b86eb291-65ec-4d7c-ac6b-53532ee8966f · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:53:50.781239Z

Source-reported events for the cited work

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

Observation 81a768ad-53df-4bc8-9b57-9efdf461997c · outbound

This paper cites InternLM2 Technical Report.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis InternLM2 Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.661212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46069cfd-408e-49e0-b1f3-ea79cdf852e2 · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.666538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51983d91-e82a-4aba-82e3-899abeed0d40 · outbound

This paper cites CodeT: Code Generation with Generated Tests.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis CodeT: Code Generation with Generated Tests

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.671410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0358ff06-e58c-4e79-8c20-286f00aaf199 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.677072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a48100f-4cdd-435d-8ebb-f657497a38e3 · outbound

This paper cites StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.686606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 689841cb-aab3-40e6-af6c-213939b0fd53 · outbound

This paper cites RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.690579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c3ee0a5-c956-4ff9-9963-ca514e102d04 · outbound

This paper cites The Llama 3 Herd of Models.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis The Llama 3 Herd of Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.694742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7646a61-4121-4f20-b2e6-7f823fce50f5 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.698522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a6f0a61-4bdc-4452-8c2b-0378161c343b · outbound

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

ACECODER: Acing Coder RL via Automated Test-Case Synthesis DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.706212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27e181bc-c9cc-44cd-bb1b-462a565685ef · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:53:50.757190Z

Source-reported events for the cited work

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

Observation 1e719062-cc5e-4c28-bc5c-a430b5f6ba27 · outbound

This paper cites REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.713398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1b08bb2-0e9a-4fed-b96e-0b26df295373 · outbound

This paper cites OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.717280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f5ed804-996f-41ad-b019-639f715635b6 · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:53:50.742516Z

Source-reported events for the cited work

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

Observation cd086097-4af9-47e5-b534-52193230b012 · outbound

This paper cites OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.726711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8410c321-7cc3-4441-a71a-f1797498c8c3 · outbound

This paper cites Qwen2.5-Coder Technical Report.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Qwen2.5-Coder Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.736267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1f24d3-3cd5-4383-aada-ab3db062effd · outbound

This paper cites GPT-4o System Card.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis GPT-4o System Card

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.740887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0acf9588-193d-4e8e-844d-c1c9ada46574 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.745841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80cd2e01-5b30-42e1-98d0-4513221881c6 · outbound

This paper cites Preference Optimization for Reasoning with Pseudo Feedback.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Preference Optimization for Reasoning with Pseudo Feedback

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.750394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a32ae45-b47f-4ab6-ad26-b83182a7b609 · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.755111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b412a6d-b694-440c-9ebd-93d65f5a5161 · outbound

This paper cites Scaling Laws for Neural Language Models.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Scaling Laws for Neural Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.760145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e64445e-a34f-4b16-8dde-c70f4223cb37 · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.765072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aff429d2-7a60-4eaf-87b1-58a9e0f026d2 · outbound

This paper cites RewardBench: Evaluating Reward Models for Language Modeling.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis RewardBench: Evaluating Reward Models for Language Modeling

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.770086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85cee5af-daf6-47dc-8f9f-bc941c6d399a · outbound

This paper cites CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.775034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 836b3169-4623-4131-b2e4-21013d2843c9 · outbound

This paper cites TACO: Topics in Algorithmic COde generation dataset.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis TACO: Topics in Algorithmic COde generation dataset

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.779824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16296f6d-ae6c-47b0-a1c3-c99b130be6a1 · outbound

This paper cites Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.784664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b79686b-2153-4fc9-a5e0-13f3e1a3e387 · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.789165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e37003f-3ed3-41ab-813c-899cadaa788b · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:53:50.707436Z

Source-reported events for the cited work

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

Observation 8bc40c66-664d-46fd-adbb-fab3ba8d34c7 · outbound

This paper cites RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.798511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54e458e8-a4a2-49cb-8ec6-2519bcc87473 · outbound

This paper cites DSTC: Direct Preference Learning with Only Self-Generated Tests and Code to Improve Code LMs.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis DSTC: Direct Preference Learning with Only Self-Generated Tests and Code to Improve Code LMs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.808010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f33012dc-ead1-4847-8940-f5439cdd5be2 · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis StarCoder 2 and The Stack v2: The Next Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.812260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7cf8961-429f-4b10-8a1a-1120152260df · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:53:50.691218Z

Source-reported events for the cited work

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

Observation 811a5a5f-cff2-479a-be44-8b16fb7f90a5 · outbound

This paper cites Nemotron-4 340B Technical Report.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Nemotron-4 340B Technical Report

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.820932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2250f72-b28f-44e8-b253-f29816939c32 · outbound

This paper cites Training language models to follow instructions with human feedback.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Training language models to follow instructions with human feedback

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.825017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d1edd05-4105-40f0-9bb2-bf126796f08e · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:53:50.674737Z

Source-reported events for the cited work

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

Observation c48aff8f-b12c-4729-9666-bf5679a88eb3 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Code Llama: Open Foundation Models for Code

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.833208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 513ddd2d-fe30-46ff-a686-ccea7505850e · outbound

This paper cites High-Dimensional Continuous Control Using Generalized Advantage Estimation.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis High-Dimensional Continuous Control Using Generalized Advantage Estimation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.836957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dad4e84-d097-4c22-87c2-5d73839413c6 · outbound

This paper cites Proximal Policy Optimization Algorithms.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Proximal Policy Optimization Algorithms

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.841198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27bed422-a57d-40b4-ba52-017e0809f820 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.845936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6e3c552-34eb-4ccc-96aa-f780fc3b8835 · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:53:50.659509Z

Source-reported events for the cited work

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

Observation 10b6842c-cc98-48fa-9cd1-a51d18664eae · outbound

This paper cites Execution-based Code Generation using Deep Reinforcement Learning.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Execution-based Code Generation using Deep Reinforcement Learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.855955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb86ab23-3fe9-4931-8e51-c9ab1762c6e3 · outbound

This paper cites Learning Performance-Improving Code Edits.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Learning Performance-Improving Code Edits

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.861094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26b69f8e-e4dd-462c-96f9-91915e27713a · outbound

This paper cites Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.866106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90115331-161a-4591-ad4e-64a70ca313b7 · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:53:50.643719Z

Source-reported events for the cited work

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

Observation 70dc89fa-39cd-438a-b108-cecb04d77370 · outbound

This paper cites To Code or not to Code? Adaptive Tool Integration for Math Language Models via Expectation-Maximization.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis To Code or not to Code? Adaptive Tool Integration for Math Language Models via Expectation-Maximization

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.876216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a89a59c9-213e-48f1-bcf5-6d8923250248 · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:53:50.628452Z

Source-reported events for the cited work

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

Observation d9c304ab-8957-4f78-b425-fafe150aafa9 · outbound

This paper cites Qwen2 Technical Report.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Qwen2 Technical Report

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.885737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb67ebdf-8538-45bc-b260-da82f20de2b2 · outbound

This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.890455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5935b03-9cba-4160-bead-a06a4f9d29cf · outbound

This paper cites an unresolved cited work.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:53:50.613028Z

Source-reported events for the cited work

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

Observation d3c458e5-e664-4963-98cf-5998eeed74b5 · outbound

This paper cites ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle Verifiers.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle Verifiers

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.899570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3eb8082-b1d9-48fc-9494-211200e03f80 · outbound

This paper cites The Lessons of Developing Process Reward Models in Mathematical Reasoning.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis The Lessons of Developing Process Reward Models in Mathematical Reasoning

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.904487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdb1e797-7862-41c7-88ea-5b74c0199fd8 · outbound

This paper cites OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.909399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7d769de-0c12-43d6-8725-ee6119f19807 · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.914445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01a02b24-27d3-434e-ac8c-bbbb8847748a · outbound

This paper cites BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.919287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80668361-29fe-4af4-91b4-2fa94eb72ec7 · outbound

This paper cites online" 'onlinestring :=.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis online" 'onlinestring :=

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.923550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00b3580e-2c90-4c0c-a2db-26dc2a78d407 · outbound

This paper cites write newline.

ACECODER: Acing Coder RL via Automated Test-Case Synthesis write newline

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-09T14:53:49.928017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c1e98d84-67b4-4686-be7a-4170f2e57418 · inbound

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution cites this paper.

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-15T10:27:56.357234Z

Source-reported events for the cited work

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

Observation ca8ca9ec-51a5-4129-a6ec-795d41618fb8 · inbound

AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning cites this paper.

AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:35.496885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c80f83ec-8b68-4e3d-a607-b2e950a5a54d · inbound

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL cites this paper.

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:41:37.015968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2251a13-dcc0-44dc-9c3a-6c7407023bdd · inbound

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond cites this paper.

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:14:33.446139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d1bf505-893d-4b47-a5fc-ddfbb1fe33c0 · inbound

rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset cites this paper.

rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:40:19.680813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33cbf7a6-27fe-4921-a857-ce854602a1cf · inbound

SAGE:Specification-Aware Grammar Extraction for Automated Test Case Generation with LLMs cites this paper.

SAGE:Specification-Aware Grammar Extraction for Automated Test Case Generation with LLMs ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T11:00:46.218561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1338ff5-3cbe-4235-a45f-54061a680d6e · inbound

Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team cites this paper.

Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T00:24:14.985905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9edbc697-ac34-42bc-bbf1-6012d05576f2 · inbound

RAST: Reasoning Activation in LLMs via Small-model Transfer cites this paper.

RAST: Reasoning Activation in LLMs via Small-model Transfer ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T12:19:59.135899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f6953f7-05e4-4410-bbaa-3b8830999e0e · inbound

DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation cites this paper.

DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T22:52:33.502352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d33a1c-9573-4ba3-9db2-b83f3346dcec · inbound

Rethinking Verification for LLM Code Generation: From Generation to Testing cites this paper.

Rethinking Verification for LLM Code Generation: From Generation to Testing ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T18:58:21.195907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08c3c3b8-d2cc-442b-93be-a9d11cee3c2e · inbound

OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique cites this paper.

OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T18:11:20.293914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de824f34-39f5-4063-9f92-02c42a138841 · inbound

CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks cites this paper.

CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T17:32:33.941396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1fe4cff-18af-4ffb-b0dd-a1e1cd772ff2 · inbound

CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback cites this paper.

CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T14:25:40.277049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15b56dd1-3a86-4df2-aa8e-2f8d9cd12704 · inbound

CodeChemist: Test-Time Scaling for Low-Resource Code Generation via Functional Knowledge Transfer cites this paper.

CodeChemist: Test-Time Scaling for Low-Resource Code Generation via Functional Knowledge Transfer ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T13:26:50.596718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15308678-5de8-4ed6-83b7-e44781a14490 · inbound

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning cites this paper.

RoboGPT-R1: Enhancing Robot Task Planning with Reinforcement Learning ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-04T09:33:42.262857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0fb976f-3e71-4e52-b8a6-b6a78b2ac132 · inbound

InfoSynth: Information-Guided Benchmark Synthesis for LLMs cites this paper.

InfoSynth: Information-Guided Benchmark Synthesis for LLMs ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T13:06:57.644309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08258c64-2fb9-401f-a112-23b57c1da9a6 · inbound

The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models cites this paper.

The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T09:03:21.594872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e62af3a6-4b39-4977-bf42-93e75bbe0240 · inbound

ZeroCoder: Can LLMs Improve Code Generation Without Ground-Truth Supervision? cites this paper.

ZeroCoder: Can LLMs Improve Code Generation Without Ground-Truth Supervision? ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:20:51.843812Z

Source-reported events for the cited work

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

Observation 3e9679a5-d046-406d-b5c2-5483a292b033 · inbound

Train Separately, Merge Together: Modular Post-Training with Mixture-of-Experts cites this paper.

Train Separately, Merge Together: Modular Post-Training with Mixture-of-Experts ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:56:11.315572Z

Source-reported events for the cited work

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

Observation f7097f4f-8ea1-495c-8fcd-c5e5d7845573 · inbound

GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models cites this paper.

GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:53:16.308160Z

Source-reported events for the cited work

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

Observation 2a205e0c-fbdf-48d8-a010-99b9c50c0c5c · inbound

CoTu at EXACT 2026: Neuro-Symbolic Reasoning for Transparent Educational QA cites this paper.

CoTu at EXACT 2026: Neuro-Symbolic Reasoning for Transparent Educational QA ACECODER: Acing Coder RL via Automated Test-Case Synthesis

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T01:15:33.712406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.