Paper Citation Record · LEDGER

SantaCoder: don't reach for the stars!

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 43 inbound Pith citation observations for arXiv:2301.03988.

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

pith.paper-citation-record.v1
2301.03988 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 43 of 43 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 43 of 43 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:23:50.752228Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

51
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 949efa0e-16cf-4f29-b64c-dedd88bdc79c · inbound

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation cites this paper.

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation SantaCoder: don't reach for the stars!

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-14T02:04:17.938020Z

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 9eb1be62-8f5b-4efd-8107-4d74faf910d2 · inbound

Scaling Data-Constrained Language Models cites this paper.

Scaling Data-Constrained Language Models SantaCoder: don't reach for the stars!

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:35:21.543447Z

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 a2dd4eea-8ccd-4671-9517-e9e07438b335 · inbound

RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems cites this paper.

RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems SantaCoder: don't reach for the stars!

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T22:29:52.578579Z

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 9e959f15-4a50-4e7b-a454-66dfe4dfc47e · inbound

Textbooks Are All You Need cites this paper.

Textbooks Are All You Need SantaCoder: don't reach for the stars!

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-13T04:44:03.170447Z

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 c11bea36-b32e-4da9-91df-a83845ffe23f · inbound

C-Pack: Packed Resources For General Chinese Embeddings cites this paper.

C-Pack: Packed Resources For General Chinese Embeddings SantaCoder: don't reach for the stars!

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-13T13:24:32.176763Z

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 58ef8f64-e977-4b6d-92ca-2f2a7babbece · inbound

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

DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence SantaCoder: don't reach for the stars!

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-10T17:26:38.832088Z

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 6e2c75e3-1a1e-453d-b729-067b519e8955 · inbound

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

StarCoder 2 and The Stack v2: The Next Generation SantaCoder: don't reach for the stars!

Reference 163

Resolution: verified exact; arxiv_id, observed 2026-05-12T17:28:22.670011Z

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 9e20f17a-76e9-4ec0-819e-17252883fb2a · inbound

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

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code SantaCoder: don't reach for the stars!

Reference 240

Resolution: verified exact; arxiv_id, observed 2026-05-10T17:34:42.858586Z

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 a88551bc-74ba-477c-88f2-1e5e3811db23 · inbound

A Survey on Large Language Models for Code Generation cites this paper.

A Survey on Large Language Models for Code Generation SantaCoder: don't reach for the stars!

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:18:06.487367Z

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 cebbdc4e-7b72-4322-bf1a-1dfa132f3cd8 · inbound

DataComp-LM: In search of the next generation of training sets for language models cites this paper.

DataComp-LM: In search of the next generation of training sets for language models SantaCoder: don't reach for the stars!

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:58:16.850256Z

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 9f87f7c8-8364-4cd9-95ca-813892029197 · inbound

DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence cites this paper.

DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence SantaCoder: don't reach for the stars!

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-16T01:06:07.874350Z

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 b7dabe4d-4ea5-4ee4-9ca4-3ef1844f339f · inbound

Qwen2.5-Coder Technical Report cites this paper.

Qwen2.5-Coder Technical Report SantaCoder: don't reach for the stars!

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:33:38.983452Z

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 66718e34-6cf9-414a-99e0-d1587502ac22 · inbound

On the Generalizability of Transformer Models to Code Completions of Different Lengths cites this paper.

On the Generalizability of Transformer Models to Code Completions of Different Lengths SantaCoder: don't reach for the stars!

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T21:23:50.752228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b16dbe74-6fee-486c-8ee9-a708f81ba64e · inbound

LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch cites this paper.

LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch SantaCoder: don't reach for the stars!

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T20:54:01.967459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95c6dc97-6b53-4641-abaa-3a12c1082a5a · inbound

Fault Localization via Fine-tuning Large Language Models with Mutation Generated Stack Traces cites this paper.

Fault Localization via Fine-tuning Large Language Models with Mutation Generated Stack Traces SantaCoder: don't reach for the stars!

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T04:30:42.653430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b8ba0d-a905-45b9-a522-05812ecd27b5 · inbound

COFFE: A Code Efficiency Benchmark for Code Generation cites this paper.

COFFE: A Code Efficiency Benchmark for Code Generation SantaCoder: don't reach for the stars!

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T11:01:27.555183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fda514b-0681-4f18-9312-f4680fb1afe6 · inbound

LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks cites this paper.

LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks SantaCoder: don't reach for the stars!

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T16:26:32.017246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 468da172-88cd-4971-b37d-8c5a53c6bfc9 · inbound

Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization cites this paper.

Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization SantaCoder: don't reach for the stars!

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:23.535332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f7993ef-a013-4b10-9a9b-3394a11681be · inbound

Structure-Aware Fill-in-the-Middle Pretraining for Code cites this paper.

Structure-Aware Fill-in-the-Middle Pretraining for Code SantaCoder: don't reach for the stars!

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:20.187889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c09a9df5-1bca-49fd-a174-9b2c0aede457 · inbound

Seed-Coder: Let the Code Model Curate Data for Itself cites this paper.

Seed-Coder: Let the Code Model Curate Data for Itself SantaCoder: don't reach for the stars!

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:56.682931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 000005d9-b9f1-4c9d-a641-4c73d9d69833 · inbound

CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval cites this paper.

CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval SantaCoder: don't reach for the stars!

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:02.598605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34fd5c6e-59a3-4aab-a6b4-3a2c3dfac4b4 · inbound

KEENHash: Hashing Programs into Function-Aware Embeddings for Large-Scale Binary Code Similarity Analysis cites this paper.

KEENHash: Hashing Programs into Function-Aware Embeddings for Large-Scale Binary Code Similarity Analysis SantaCoder: don't reach for the stars!

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:21.014893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e21256d2-1594-4e44-8157-9334a4db36e2 · inbound

Recommending Variable Names for Extract Local Variable Refactorings cites this paper.

Recommending Variable Names for Extract Local Variable Refactorings SantaCoder: don't reach for the stars!

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:29.843034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aca6de2-7c48-4345-a3d1-69fdaf9e91e4 · inbound

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective cites this paper.

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective SantaCoder: don't reach for the stars!

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:18:56.808693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23c4fbb8-037c-4562-9408-087492b15554 · inbound

Multilingual Multimodal Software Developer for Code Generation cites this paper.

Multilingual Multimodal Software Developer for Code Generation SantaCoder: don't reach for the stars!

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T18:18:50.985583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46061606-9455-48cf-a707-f6350f14070f · inbound

Investigating Training Data Detection in AI Coders cites this paper.

Investigating Training Data Detection in AI Coders SantaCoder: don't reach for the stars!

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T14:51:53.749336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce5187cf-1362-44df-bf8a-a3d6ac86e8d4 · inbound

IFEvalCode: Controlled Code Generation cites this paper.

IFEvalCode: Controlled Code Generation SantaCoder: don't reach for the stars!

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T11:44:33.902101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 126969d0-9e58-4003-b033-b08828339bc6 · inbound

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion cites this paper.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion SantaCoder: don't reach for the stars!

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T04:48:34.067979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c2e1a24-a34f-491a-aaf4-d299cd86760e · inbound

Retrieval-Augmented Code Generation: A Survey with Focus on Repository-Level Approaches cites this paper.

Retrieval-Augmented Code Generation: A Survey with Focus on Repository-Level Approaches SantaCoder: don't reach for the stars!

Reference 169

Resolution: verified exact; arxiv_id, observed 2026-05-21T21:20:38.709887Z

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 95a86623-fbcd-4c55-aeb7-d534780a6f8c · inbound

MOSAIC: Multi-agent Orchestration for Task-Intelligent Scientific Coding cites this paper.

MOSAIC: Multi-agent Orchestration for Task-Intelligent Scientific Coding SantaCoder: don't reach for the stars!

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-18T08:31:06.920134Z

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 5494f7c0-7609-4b5e-b56c-21d8c51b5a31 · inbound

IssueGuard: Real-Time Secret Leak Prevention Tool for GitHub Issue Reports cites this paper.

IssueGuard: Real-Time Secret Leak Prevention Tool for GitHub Issue Reports SantaCoder: don't reach for the stars!

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:52:24.235794Z

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 c6031862-45e3-47f1-9aa7-0d597d6b696f · inbound

An Empirical Study on Influence-Based Pretraining Data Selection for Code Large Language Models cites this paper.

An Empirical Study on Influence-Based Pretraining Data Selection for Code Large Language Models SantaCoder: don't reach for the stars!

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:16:04.709250Z

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 d749c298-99e3-4f1a-a180-6402532d24c1 · inbound

DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design cites this paper.

DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design SantaCoder: don't reach for the stars!

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:46:03.249308Z

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 a9ff0944-e5ac-4212-9a51-df800c8ba4de · inbound

Unified Communication Compression Beyond Global Error Bounds for Distributed Nonconvex Optimization cites this paper.

Unified Communication Compression Beyond Global Error Bounds for Distributed Nonconvex Optimization SantaCoder: don't reach for the stars!

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T22:29:24.878655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b5330a9-a91c-46b1-b882-a308c1de56ce · inbound

No Test Cases, No Problem: Distillation-Driven Code Generation for Scientific Workflows cites this paper.

No Test Cases, No Problem: Distillation-Driven Code Generation for Scientific Workflows SantaCoder: don't reach for the stars!

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:46:10.098139Z

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 dc07683f-1969-41c6-8de1-939e7152b10f · inbound

Hide to Guide: Learning via Semantic Masking cites this paper.

Hide to Guide: Learning via Semantic Masking SantaCoder: don't reach for the stars!

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:24:40.005909Z

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 e17ae8f2-244c-4480-b016-b327415dd325 · inbound

CodegenBench: Can LLMs Write Efficient Code Across Architectures? cites this paper.

CodegenBench: Can LLMs Write Efficient Code Across Architectures? SantaCoder: don't reach for the stars!

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-02T00:06:23.756791Z

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 4d48958b-3ab8-41f7-9e38-49d903a31382 · inbound

Characterizing initial human-AI proof formalization workflows cites this paper.

Characterizing initial human-AI proof formalization workflows SantaCoder: don't reach for the stars!

Reference 208

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T04:06:34.902877Z

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 b83ca312-f796-41c0-84b7-299d8a6947a8 · inbound

Beyond Pass Rate: A Multilingual, Execution-Grounded Evaluation of Open Code LLMs cites this paper.

Beyond Pass Rate: A Multilingual, Execution-Grounded Evaluation of Open Code LLMs SantaCoder: don't reach for the stars!

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:17:29.733182Z

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 f513c5a1-2c9f-4840-a457-a9b61f2fd708 · inbound

PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees cites this paper.

PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees SantaCoder: don't reach for the stars!

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T01:27:31.683696Z

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 c5ea20da-ce94-495b-8045-faaf8fc944b2 · inbound

When AI Reviews Its Own Code: Recursive Self-Training Collapse in Code LLMs cites this paper.

When AI Reviews Its Own Code: Recursive Self-Training Collapse in Code LLMs SantaCoder: don't reach for the stars!

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T15:25:48.297668Z

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 70853840-a8d6-487a-ab3d-982586435e2d · inbound

Rethinking Code Performance Benchmarks for LLMs cites this paper.

Rethinking Code Performance Benchmarks for LLMs SantaCoder: don't reach for the stars!

Reference 79

Resolution: verified exact; local_arxiv, observed 2026-07-09T05:26:01.048861Z

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 78bab9d3-cffd-480e-9574-66bdcc60c0be · inbound

TypeProbe: Recovering Type Representations from Hidden States of Pre-trained Code Models cites this paper.

TypeProbe: Recovering Type Representations from Hidden States of Pre-trained Code Models SantaCoder: don't reach for the stars!

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-10T09:16:59.506242Z

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.