Paper Citation Record · LEDGER

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback

As of 7 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 5 inbound Pith citation observations for arXiv:2507.00699.

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

pith.paper-citation-record.v1
2507.00699 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:16:42.794738Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T08:17:10.481202Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

46 of 46 outbound references displayed

verified exact3
verified fuzzy7
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 98959035-344d-4dd5-b524-8cc2a7ddf776 · outbound

This paper cites Soen-101: Code generation by emulating software process models using large language model agents,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Soen-101: Code generation by emulating software process models using large language model agents,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:40.649612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d930fc1b-9079-4376-9294-e8d94752079b · outbound

This paper cites ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:40.840152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815bdd69-f192-49d1-a45f-c0730df2b1fd · outbound

This paper cites Skcoder: A sketch-based approach for automatic code generation,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Skcoder: A sketch-based approach for automatic code generation,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:40.912600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05f51ad5-7b73-48d2-af70-60563fdb60ed · outbound

This paper cites Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:40.926501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0d3c8c6-b55a-49ef-ad5e-effa4a22987b · outbound

This paper cites Fixing Large Language Models' Specification Misunderstanding for Better Code Generation.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Fixing Large Language Models' Specification Misunderstanding for Better Code Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.068895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b61f1b99-39fe-4665-b59b-aa73c79502a7 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.283330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b47c095f-2342-44b3-9824-95727e3a39bc · outbound

This paper cites Program Synthesis with Large Language Models.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Program Synthesis with Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.360449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bc9bdaa-f0df-4836-91cb-e64f7b267922 · outbound

This paper cites A Survey on Evaluating Large Language Models in Code Generation Tasks.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback A Survey on Evaluating Large Language Models in Code Generation Tasks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.365515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43c39c9e-b5aa-4659-bec4-0e0753fedd37 · outbound

This paper cites Instruction-following evaluation for large language models,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Instruction-following evaluation for large language models,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.453046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da751ba6-c1d1-47df-985f-5a1f713dda1c · outbound

This paper cites InFoBench: Evaluating Instruction Following Ability in Large Language Models.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback InFoBench: Evaluating Instruction Following Ability in Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.489193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1774027-b0c4-4f17-81a5-df9a12cc59c7 · outbound

This paper cites CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.524744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1193c980-a560-4bd8-85e2-898adf58dbbe · outbound

This paper cites Codeif-bench: Evaluating instruction-following capabilities of large language models in interactive code generation,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Codeif-bench: Evaluating instruction-following capabilities of large language models in interactive code generation,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.559939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79701b5d-baf1-4604-9754-541bf883a75a · outbound

This paper cites A hierarchical and evolvable benchmark for fine-grained code instruction following with multi-turn feedback,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback A hierarchical and evolvable benchmark for fine-grained code instruction following with multi-turn feedback,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:16:48.065482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ea3e0791-063d-489c-a370-71143a52ca3b · outbound

This paper cites Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.671896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cea143ab-1230-4175-9893-9bb48f9b74f8 · outbound

This paper cites FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.694748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb171d85-fe5a-43b1-837c-f0361ca7f398 · outbound

This paper cites Sharegpt,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Sharegpt,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:16:47.895647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f6eabef0-6a5c-4206-bbcc-a25731a628f8 · outbound

This paper cites Prompt-Based Cost-Effective Evaluation and Operation of ChatGPT as a Computer Programming Teaching Assistant.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Prompt-Based Cost-Effective Evaluation and Operation of ChatGPT as a Computer Programming Teaching Assistant

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:16:45.463009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1e647956-e148-494d-8d08-dc3e467a846e · outbound

This paper cites tree-sitter/tree-sitter: v0.25.5,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback tree-sitter/tree-sitter: v0.25.5,

Reference 22

Resolution: verified exact; doi, observed 2026-08-06T21:16:43.134792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a19eca15-2d4a-4f3a-9595-400190df6f7e · outbound

This paper cites GPT-4 Technical Report.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback GPT-4 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.874749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c825af-d137-4486-9936-ea7107ce2302 · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback ROUGE: A package for automatic evaluation of summaries,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:16:47.604770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5a0c9c0b-bf7f-4272-9ae4-e7c2665ef132 · outbound

This paper cites GPT-4o System Card.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback GPT-4o System Card

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.937129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26e3e459-d30c-460a-a7ed-295320b0c912 · outbound

This paper cites Claude 3.7 sonnet and claude code,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Claude 3.7 sonnet and claude code,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:16:47.186490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 84baed67-510b-43ca-b183-a206c5ce0c6f · outbound

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

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.994749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8abd2f57-2fd9-40f2-8480-f908485b89dd · outbound

This paper cites DeepSeek-V3 Technical Report.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback DeepSeek-V3 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.034748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a297632-837c-4105-8ad7-12f0e53f9b6d · outbound

This paper cites Qwen3 Technical Report.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Qwen3 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.094905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1927e71d-37ba-4f26-8e8d-3d54415b000e · outbound

This paper cites The Llama 3 Herd of Models.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback The Llama 3 Herd of Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.134745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37067ce1-3533-4b5b-ac4f-c3abc6105d35 · outbound

This paper cites Efficient memory management for large language model serving with pagedattention,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Efficient memory management for large language model serving with pagedattention,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.174750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 984bcaa4-5042-4ed1-8926-f2ea96675d1d · outbound

This paper cites Guesslang: A neural network to guess the programming language from code snippet,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Guesslang: A neural network to guess the programming language from code snippet,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:16:46.819549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 154ca5db-694d-4241-b4e1-f0df76995d2e · outbound

This paper cites DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.274834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a938fd60-4e67-407d-864f-5b65fe7c3f08 · outbound

This paper cites ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.308763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72cdc08a-3578-47b8-8024-0aced3a8923c · outbound

This paper cites Learning-based widget matching for migrating gui test cases,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Learning-based widget matching for migrating gui test cases,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.314114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6008267-b874-4237-a2fc-97efca23c204 · outbound

This paper cites DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.331104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 459eb448-1417-48ee-bb16-61b7931bcb71 · outbound

This paper cites RustEvo^2: An Evolving Benchmark for API Evolution in LLM-based Rust Code Generation.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback RustEvo^2: An Evolving Benchmark for API Evolution in LLM-based Rust Code Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.334629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b49b14-e3ac-4ed8-9abc-f6418ac8b6db · outbound

This paper cites Feedbackeval: A benchmark for evaluating large language models in feedback-driven code repair tasks,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Feedbackeval: A benchmark for evaluating large language models in feedback-driven code repair tasks,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.374745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a95a8c12-ebd9-42f2-bcf9-72e7ba49ac5e · outbound

This paper cites Benchmarking complex instruction-following with multiple constraints composition,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Benchmarking complex instruction-following with multiple constraints composition,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:16:46.644479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 472da2bc-29fc-4846-9f68-71cf6927d5ff · outbound

This paper cites Generating Equivalent Representations of Code By A Self-Reflection Approach.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Generating Equivalent Representations of Code By A Self-Reflection Approach

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:16:44.004826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 674a015e-81df-4cc0-8811-24c3c0e410d4 · outbound

This paper cites Codescore: Evaluating code generation by learning code execution,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Codescore: Evaluating code generation by learning code execution,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.546851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0639506-78c1-4147-a23d-9a7d2faeb7e1 · outbound

This paper cites Benchmarking Complex Instruction-Following with Multiple Constraints Composition.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Benchmarking Complex Instruction-Following with Multiple Constraints Composition

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.464751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40aa013e-3916-4b50-84d9-62400e7e56f0 · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.626496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca44739c-0b3f-4e91-aadd-61e8e4bc0971 · outbound

This paper cites Magicoder: Empowering Code Generation with OSS-Instruct.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Magicoder: Empowering Code Generation with OSS-Instruct

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.654739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d317827-9bbe-47f6-a99c-de1dfb3fb9b5 · outbound

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

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Self-Instruct: Aligning Language Models with Self-Generated Instructions

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.591153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57834f6e-a9ec-4a0c-8657-fbc15a330194 · outbound

This paper cites Genetic instruct: Scaling up synthetic generation of coding instructions for large language models,.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Genetic instruct: Scaling up synthetic generation of coding instructions for large language models,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:16:46.608394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9b693b4d-0478-4898-8651-a21d4f48dba9 · outbound

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

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.694742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54853ea3-73e6-4c99-80e1-4982df7be0bd · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Instruction-Following Evaluation for Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:41.484523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 918c7b8c-6c40-4878-8711-7b74779eb127 · outbound

This paper cites SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:40.724767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eabb4b14-24c4-49af-a418-bedcec7e29c1 · outbound

This paper cites Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models.

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:42.794738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 39c86638-d467-4dad-9eba-bfbb7c127715 · inbound

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code cites this paper.

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:21:11.028874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 290c59ff-805d-4373-ba60-59b11e8a9b3e · inbound

When Should Models Change Their Minds? Contextual Belief Management in Large Language Models cites this paper.

When Should Models Change Their Minds? Contextual Belief Management in Large Language Models A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:23:12.976976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 57e95625-d60e-4a7b-a963-890c4f78eb3d · inbound

Prompt Governance? On Governing Technologies Governed by Natural Language cites this paper.

Prompt Governance? On Governing Technologies Governed by Natural Language A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback

Reference 94

Resolution: verified exact; arxiv_id, observed 2026-07-01T08:25:32.385646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c805b868-143f-4aaf-89c6-f46868efae58 · inbound

CodeChat-Eval: Evaluating Large Language Models in Multi-Turn Code Refinement Dialogues cites this paper.

CodeChat-Eval: Evaluating Large Language Models in Multi-Turn Code Refinement Dialogues A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:20:06.984330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9f50b92b-d06f-40a4-a0b3-2d24dcfef8ae · inbound

CodeChat-Eval: Evaluating Large Language Models in Multi-Turn Code Refinement Dialogues cites this paper.

CodeChat-Eval: Evaluating Large Language Models in Multi-Turn Code Refinement Dialogues A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-01T08:55:35.347673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.