Paper Citation Record · LEDGER

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models

As of 13 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2501.07892.

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

pith.paper-citation-record.v1
2501.07892 v3

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:35:28.683538Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-22T21:39:49.832151Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T21:42:10.742747Z

Reference resolution

52 of 52 outbound references displayed

verified exact0
verified fuzzy0
unresolved52
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b668bcd-48ed-4ebd-a8ce-ae5fab31ed08 · outbound

This paper cites GPT-4 Technical Report.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.262087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5eb2194-2fdb-4734-a259-aeea6526f7d6 · outbound

This paper cites StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.268906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cd90266-43a8-459e-b10f-4f1474d2cf9b · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:30.107795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 91fb3407-8b27-4419-a67f-c54b8810462b · outbound

This paper cites Code Generation Tools (Almost) for Free? A Study of Few-Shot, Pre-Trained Language Models on Code.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Code Generation Tools (Almost) for Free? A Study of Few-Shot, Pre-Trained Language Models on Code

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.287246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 516cb54b-7685-47b8-b180-ba64ade30a31 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:30.077457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c9f83b44-71c3-45a6-aac4-3857c1d5f9bc · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Evaluating Large Language Models Trained on Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.300819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71e326e2-8fda-42ee-82df-7037d01b4d02 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:30.051704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 34cc4ebc-2771-46bd-a817-01af8af962bb · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:30.023798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 53fa3ead-5ab8-4852-af26-82d94db7717c · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:30.006246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b0641291-db3d-4674-b92e-9ad2b7f48bc7 · outbound

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

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.327540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f3a0dc7-df08-446e-a6c5-0a72966dff63 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.335412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0935a8a-bff8-43f6-8626-cde878d93695 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.340601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e711d81b-367d-438a-87fc-d08cf5e53aaf · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.347479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79cdec43-cc66-420b-b48e-c36737aa8ff5 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.364659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33f57d7c-9543-49fc-b506-1d6586aad698 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.904233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e5ee4087-8434-4306-920f-82c8f7396c9d · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.886941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 34ad1b3b-3e40-4e0a-b12b-2b1a2660fa7d · outbound

This paper cites Structured Chain-of-Thought Prompting for Code Generation.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Structured Chain-of-Thought Prompting for Code Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.387273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4796ed10-c69b-4c47-8b1f-f500cd5f3ebf · outbound

This paper cites AceCoder: Utilizing Existing Code to Enhance Code Generation.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models AceCoder: Utilizing Existing Code to Enhance Code Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.395757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 037e90a7-f89b-4070-b51e-9dafecc29e40 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.404306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d35872-366c-4c85-9446-c0cb5f426d07 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.409799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f007082-d282-4c9f-8c72-9d05c93358b8 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.837052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 89922253-27a3-48f7-a9df-03321ac27f87 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.815315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a97e76cf-2521-404b-9855-777bfe9841b5 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.795150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ca67e2f6-7d19-4d84-9357-b13f5b9830ac · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.766709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3fe0fd88-792d-4d8a-b74f-6b506a81b20d · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.738712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8e2da35e-1276-4fdf-a9e0-adcb27251d56 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.704403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7cfce20b-0bd6-430c-8af6-ee686719517d · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.679443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 51359d46-4dd4-4848-b293-0153819cf959 · outbound

This paper cites Evaluating In-Context Learning of Libraries for Code Generation.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Evaluating In-Context Learning of Libraries for Code Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.495693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 435490e1-4b72-46c8-9270-e701b4bbb962 · outbound

This paper cites Revisiting Demonstration Selection Strategies in In-Context Learning.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Revisiting Demonstration Selection Strategies in In-Context Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.504353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4adf889-253f-4ae3-acc1-bda39ed0c17c · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.648238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6b1f7822-2510-40e7-b680-24d2867c0ebe · outbound

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

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Code Llama: Open Foundation Models for Code

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.521184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d58caff9-1f19-436b-85e0-3330ff1cf05b · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.527787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d884d96-ff33-44fb-ac71-1ca7b22177a4 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.581456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 239e7a2c-3f59-4395-9836-df2686fd7961 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.538712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a34c58c-18bd-4896-96cb-50090ec5f162 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.544871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb1b72d6-8a16-468b-a229-08bade428492 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.507986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 168a6d40-1627-474b-b556-f4799d59c1b3 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.482185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 11b38787-b816-4a89-8ea6-cafa4f0aefaf · outbound

This paper cites Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.565175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7873a179-10c5-439f-baac-ae094170c46a · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.454379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3aafbcd0-1833-499a-8c95-7ceb15e8ff1b · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.578105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 208e5cdb-f724-4d04-8086-31537d339c8d · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.417276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 764fad02-7af1-4c7c-ae1b-e329474398bb · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.596336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a472b3b7-d364-4b05-a18d-8fc78f0f01d9 · outbound

This paper cites OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.603450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19b541f4-8deb-4398-81a2-2db940682ac5 · outbound

This paper cites $\mathbb{USCD}$: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models $\mathbb{USCD}$: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.609752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63aed83-a40e-4bb6-8401-8c84f5322fc6 · outbound

This paper cites ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.616539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee59c834-77e8-4ced-b305-209dd5f0cc93 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.365883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d215ecff-606a-4a90-ba5c-f514f3c0d13b · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.329505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 47bd4b94-7170-4c52-b668-238bb200a23a · outbound

This paper cites Chi, and Denny Zhou.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Chi, and Denny Zhou

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.649825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7d5bf39-140b-4848-905b-2e4f5369f4f3 · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.283791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 483d87ff-3f3c-4361-a71b-08dc7e300f9e · outbound

This paper cites an unresolved cited work.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:35:29.254454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation db691996-5e41-4f3e-83a9-7a101948c4f7 · outbound

This paper cites Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.676872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bc16c09-7d89-4bf9-be69-3758410c8410 · outbound

This paper cites Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems.

Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T20:35:28.683538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 39f38549-33e1-4588-b4a6-eb1fbc12ac59 · inbound

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems cites this paper.

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Leveraging Metamemory Agent for Enhanced Data-Free Code Generation in Large Language Models

Reference 290

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:17:04.994761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.