Paper Citation Record · LEDGER

Repository Structure-Aware Training Makes SLMs Better Issue Resolver

As of 19 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2412.19031.

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

pith.paper-citation-record.v1
2412.19031 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T01:05:19.124148Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:48:26.703576Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T00:49:36.385627Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy2
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b58b0aee-34c9-42eb-b78a-f2767e884299 · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T01:05:19.731258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6cb3d61a-f3e2-4208-9eae-272fd059844a · outbound

This paper cites Github copilot.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Github copilot

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:05:19.715658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f9beec6e-efab-4d5d-9770-768665b27b4a · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T01:05:19.700831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 59001111-f5d5-46ea-8d5c-2a1b39f30f1a · outbound

This paper cites Introducing the next generation of claude.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Introducing the next generation of claude

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T01:05:19.686626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0ed9ad69-e01e-40cf-8e42-5a0ae3cb2290 · outbound

This paper cites Learning From Mistakes Makes LLM Better Reasoner.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Learning From Mistakes Makes LLM Better Reasoner

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.944642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 950c36e9-d634-4110-be8c-201cc07ba142 · outbound

This paper cites Program Synthesis with Large Language Models.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Program Synthesis with Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.949659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e79d77-7c61-43a8-bc1d-4fd0b6df42e3 · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.955217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ac299f3-a707-4f78-924f-403191abffb4 · outbound

This paper cites CodeR: Issue Resolving with Multi-Agent and Task Graphs.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver CodeR: Issue Resolving with Multi-Agent and Task Graphs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.959795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e60f672-566c-4dd5-b66c-53721212fcae · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Evaluating Large Language Models Trained on Code

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.964644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 191d3b6c-2e33-4eba-a8ba-f0aaeff09d35 · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T01:05:19.662045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 484d993c-19c8-4ad7-9399-ac2cb234a57a · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.974053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50cd3708-49da-4cbf-952a-8dec1eeb64a4 · outbound

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

Repository Structure-Aware Training Makes SLMs Better Issue Resolver DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.978777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a64ac7ab-5fe8-44ae-a267-0cf846f8278e · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.983578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00576258-7a50-47e2-ba6f-26c985291bd9 · outbound

This paper cites Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.988263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 659aba80-d270-4418-b146-ead5e4b8e23e · outbound

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

Repository Structure-Aware Training Makes SLMs Better Issue Resolver A Survey on Large Language Models for Code Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.992773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 317bb61d-45b0-421a-9ffd-8f657be3759b · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:18.997206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 744d1b95-fc81-4256-b663-917ad352e193 · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T01:05:19.629264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d295bd45-e7ee-4a31-b88e-30658ce7b10b · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.005623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41c5e067-c5b2-4ec4-a1a1-171887e96a0b · outbound

This paper cites REPOFUSE: Repository-Level Code Completion with Fused Dual Context.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver REPOFUSE: Repository-Level Code Completion with Fused Dual Context

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.009941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 490f9be4-d242-4fb7-9f49-24597ad53181 · outbound

This paper cites RepoQA: Evaluating Long Context Code Understanding.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver RepoQA: Evaluating Long Context Code Understanding

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.014668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16f655bd-9d84-4de2-a29a-c37e146fef6e · outbound

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

Repository Structure-Aware Training Makes SLMs Better Issue Resolver RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.019126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11db1f33-5887-4e1e-836f-cbe5c22c5cfd · outbound

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

Repository Structure-Aware Training Makes SLMs Better Issue Resolver StarCoder 2 and The Stack v2: The Next Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.023611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7214726-ac8a-4908-b236-bfba2ed29f33 · outbound

This paper cites RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.028039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6efa39f4-fff0-438e-9c14-dcea21552a5f · outbound

This paper cites WizardCoder: Empowering Code Large Language Models with Evol-Instruct.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.032590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b77bbc1b-3f9d-4382-9a7a-47094cdbfae7 · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T01:05:19.605793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b82384ca-2527-4643-9939-eb9ee60a425a · outbound

This paper cites OctoPack: Instruction Tuning Code Large Language Models.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver OctoPack: Instruction Tuning Code Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.041791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4b57904-ea8b-4a05-ae3c-0eaa24dbcb80 · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T01:05:19.590816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2eac874d-a8d7-4d69-b778-6058f093305a · outbound

This paper cites HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.051026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aa6256b-882a-482c-89d4-07f202085613 · outbound

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

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Code Llama: Open Foundation Models for Code

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.055642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6daab3e9-497b-4781-9f4a-87080f5809dd · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.059988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79796cbe-e29e-4ece-baf8-5061bbd3b321 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Gemma 2: Improving Open Language Models at a Practical Size

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.064410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aa43e5c-6431-45a1-b4ba-d7fad0cb248a · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T01:05:19.566230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ec251787-dd91-45dd-8e52-3ae534aa7a83 · outbound

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

Repository Structure-Aware Training Makes SLMs Better Issue Resolver LLaMA: Open and Efficient Foundation Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.073457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 153c24c2-3eb2-4917-9369-a7c0ea9ec3bf · outbound

This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.077823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7580b8c2-a35f-425e-b63e-58868016cc21 · outbound

This paper cites Self-Instruct: Aligning Language Models with Self-Generated Instructions.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Self-Instruct: Aligning Language Models with Self-Generated Instructions

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.082537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee6aa3fb-adf5-4362-b7ea-7c2e35b45cfe · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.087250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8bdb97e-7660-4c36-8eae-10a2e2984910 · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.091585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d41ff5d-ce12-4196-8a4e-3765beec6939 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.095916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09d2275a-ec26-4d37-943d-6c8d60be70e2 · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Agentless: Demystifying LLM-based Software Engineering Agents

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.100292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d13653c-d122-4474-9482-07acb409f138 · outbound

This paper cites an unresolved cited work.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.104907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8027ce9d-5d1b-4599-b031-571355b7e2c4 · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.109400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1af20755-c060-4543-8a75-f7ade1b79cfb · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.114271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a2cb06e-1925-44f3-974d-993c2a42cb52 · outbound

This paper cites online" 'onlinestring :=.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver online" 'onlinestring :=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.118912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 248a5eb2-8c75-4a9a-9204-6bcad0ebcde5 · outbound

This paper cites write newline.

Repository Structure-Aware Training Makes SLMs Better Issue Resolver write newline

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T01:05:19.124148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a0270a43-e4f2-4c8a-889b-c5d7291f2beb · inbound

WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch cites this paper.

WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch Repository Structure-Aware Training Makes SLMs Better Issue Resolver

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:48:26.703576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb77cc7e-f70f-44cb-92d3-20305b43d89f · inbound

MCTS-Refined CoT: High-Quality Fine-Tuning Data for LLM-Based Repository Issue Resolution cites this paper.

MCTS-Refined CoT: High-Quality Fine-Tuning Data for LLM-Based Repository Issue Resolution Repository Structure-Aware Training Makes SLMs Better Issue Resolver

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:49:36.476965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.