Paper Citation Record · LEDGER

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs

As of 22 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2509.07858.

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

pith.paper-citation-record.v1
2509.07858 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:12:31.475129Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact2
verified fuzzy1
unresolved41
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 257fbdf5-6080-418f-aba5-47bcff8d9a2e · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Gemini: A Family of Highly Capable Multimodal Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.088085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fa9892d-75db-44ef-8ddf-00819a9c7b35 · outbound

This paper cites Program Synthesis with Large Language Models.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Program Synthesis with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.097094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebf0e963-2b2f-4b25-a411-f6747ae626b4 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 3

Resolution: malformed identifier; no resolver link, observed 2026-08-15T16:12:31.108638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1acafacd-f8bf-43f6-a360-854943e778e3 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.114863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0c2c341-204a-4a03-9cfd-4d5401df7189 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.129389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f7dcb85-cfef-4562-ad17-3b23bb1a6fa0 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Evaluating Large Language Models Trained on Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.143948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0d77d54-5057-42cf-b4e1-28c317c6fde3 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:12:32.895590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 796fb634-280f-41e5-96e5-093e844a26f6 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.168583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d23c98-d8cb-4b78-919d-54dcf3074495 · outbound

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

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.181039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ca9b57b-226f-4e2c-a5d5-52e896f17898 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.187198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ea547ce-dc56-454a-88a7-c048996c7128 · outbound

This paper cites Qwen2.5-Coder Technical Report.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Qwen2.5-Coder Technical Report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.194776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9bd2731-3738-437d-a3dc-2ae8ba46e70d · outbound

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

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.200357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5e50c42-def9-4f70-bcd0-8a7e2e385515 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:12:32.837556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 02a226bb-0106-4172-90d1-afc5e79efb34 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:12:32.810695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4c3b80ca-653c-476c-a2f2-7b75a041a1a3 · outbound

This paper cites Competition-Level Code Generation with AlphaCode.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Competition-Level Code Generation with AlphaCode

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.221406Z

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Unavailable: canonical work link unavailable.

Observation b996f560-e952-4871-962e-f1ac7680e3cf · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.230505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0457ebe-a080-40db-9a37-f3879127d244 · outbound

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

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs StarCoder 2 and The Stack v2: The Next Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.237322Z

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Unavailable: canonical work link unavailable.

Observation bd7cb72f-9b5f-4222-908e-338cd35b2ebf · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.242752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15aecd84-3781-40d3-9f78-bdb7e12acbaf · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.247932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51ed4d23-ae92-4a28-a156-24a534abf6f8 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.255929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 067d9fb9-a2b8-405b-a325-166ae22e91a8 · outbound

This paper cites GPT-4 Technical Report.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs GPT-4 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.266605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1d690e7-5a52-4966-ba1f-22e4e7062ef9 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:12:32.711484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d3efe30c-8ba0-4abf-b109-b1933e669cbb · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.285634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52416a23-46e6-471d-96e6-a0f04e690650 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:12:32.669831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca1a744a-e165-496e-b3a8-a7128dd63a5d · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:12:32.647421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 878e664c-0d87-4654-99f2-6bba4be6a2d6 · outbound

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

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Code Llama: Open Foundation Models for Code

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.309093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3e8de7d-ebd8-4ba9-9274-593cd37a282c · outbound

This paper cites Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, and Amir Yazdanbakhsh.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, and Amir Yazdanbakhsh

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:12:32.619492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 75ce9ca4-be0e-453a-beab-5aa94eb26fa8 · outbound

This paper cites AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-15T16:12:32.346347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 02e840b2-2299-45a8-b245-73f4e22ef7ca · outbound

This paper cites Learning to summarize from human feedback.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Learning to summarize from human feedback

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.331928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51cdb5c4-395e-4a8d-8fd6-1ba90bd28266 · outbound

This paper cites Smith, Luke Zettlemoyer, and Tao Yu.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Smith, Luke Zettlemoyer, and Tao Yu

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.341835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e502709-3981-4a62-9166-e8d5f9ccdae1 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.354477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bb3241e-0d88-46ad-b30a-ae52c4304a21 · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.362583Z

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Unavailable: canonical work link unavailable.

Observation d274e455-083e-460a-a3ed-ed30e7f5a357 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.368824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 316de559-78d1-4080-9092-e3ddb47dde1d · outbound

This paper cites InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.376152Z

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Unavailable: canonical work link unavailable.

Observation 758b9da7-3a63-4ee9-86b8-a4aaab271c24 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:12:32.574554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7c14dbe5-3ee0-442b-a680-203995b2308a · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:12:32.545560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 482ada0b-62cb-48eb-a4aa-d71c41af2b71 · outbound

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

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.405824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8b70abb-46cb-43f0-9e43-d753864292c9 · outbound

This paper cites WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.413573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d14760b-5b88-4519-b760-f2d489fe8702 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 39

Resolution: verified exact; raw_fallback, observed 2026-08-15T16:12:32.179114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 83afe65e-cda4-4174-86d3-a6ba989945ad · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.428482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25882893-c05b-449b-b67b-f92b155722a4 · outbound

This paper cites an unresolved cited work.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.439129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83db4bf7-82f4-4796-9fdc-7f2204ea1108 · outbound

This paper cites RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.444526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb7aa744-8d92-4bbc-a410-795ea7c79596 · outbound

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

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.450456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e264473-4830-49a0-8440-1a9db3550d4f · outbound

This paper cites online" 'onlinestring :=.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs online" 'onlinestring :=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.463478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d8f929e-729e-48d3-8220-747060dee0c4 · outbound

This paper cites write newline.

SCoder: Iterative Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs write newline

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:31.475129Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.