Paper Citation Record · LEDGER

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner

As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 3 inbound Pith citation observations for arXiv:2506.09003.

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

pith.paper-citation-record.v1
2506.09003 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:01:08.735443Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:54:59.035677Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T08:57:48.266442Z

Reference resolution

59 of 59 outbound references displayed

verified exact0
verified fuzzy13
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 396625a1-f3b0-48c5-b91b-515431943a4b · outbound

This paper cites Claude 3 family, 2024.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Claude 3 family, 2024

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:10.551858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 148497a2-5abc-4c24-92c4-8286d3122ab5 · outbound

This paper cites Program Synthesis with Large Language Models.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Program Synthesis with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.479429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4985abcb-a917-4a1c-a0b4-373f3045aaa7 · outbound

This paper cites Efficient Training of Language Models to Fill in the Middle.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Efficient Training of Language Models to Fill in the Middle

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.484322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e73688e8-216e-4e97-9129-08ffc7b77aaf · outbound

This paper cites Test Driven Development: By Example.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Test Driven Development: By Example

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:10.442714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1cb6808-04da-4691-a4e4-a08150bf311f · outbound

This paper cites J., Feldman, M.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner J., Feldman, M

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.492348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c28701-ec53-491d-ac55-6e1835c1cc3f · outbound

This paper cites McEval: Massively Multilingual Code Evaluation.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner McEval: Massively Multilingual Code Evaluation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.496370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 422008cd-f3dd-404d-9bfc-47423db6a024 · outbound

This paper cites Code alpaca: An instruction-following llama model for code generation.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Code alpaca: An instruction-following llama model for code generation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:10.300217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe99a3f4-421e-4bdd-b8ea-849e856352d8 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Evaluating Large Language Models Trained on Code

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.504089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e442615-3f4d-4025-9f9e-4dec4518f998 · outbound

This paper cites Fullstack bench: Evaluating llms as full stack coders.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Fullstack bench: Evaluating llms as full stack coders

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:10.202212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ed31676-e688-4629-bc5b-e5c964992966 · outbound

This paper cites an unresolved cited work.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:01:10.039972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 469fccc6-d802-4ed2-a002-d35451dd7353 · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.515327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb5149ce-d329-4e28-aa70-41d3d98f6fd0 · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.519401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2bb375d-f21f-409f-bbd2-e0b14872c100 · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.522960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 914b9a65-a169-4853-a396-d30beccec76f · outbound

This paper cites Cosqa: 20,000+ web queries for code search and question answering.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Cosqa: 20,000+ web queries for code search and question answering

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:09.921589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 604ccd9b-19ad-42d2-88da-1e6e881894a8 · outbound

This paper cites OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.531079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0fbaa5b-66f1-41b0-8eaa-7dce963b43d5 · outbound

This paper cites Qwen2.5-Coder Technical Report.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Qwen2.5-Coder Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.534856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb8600d7-aa7d-426b-a0e3-95c8743b81c1 · outbound

This paper cites an unresolved cited work.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:01:09.795207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d71fdfd5-32fe-441c-93ea-c5aa533c1081 · outbound

This paper cites GPT-4o System Card.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner GPT-4o System Card

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.543138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c12fddc4-2bc5-43e5-8bee-84548098ab65 · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.548148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ebfacc-bffc-43b1-8d7a-2b83551e1920 · outbound

This paper cites OpenAI o1 System Card.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner OpenAI o1 System Card

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.553169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3209cb2-f9d5-4da4-b330-5c1d4a935022 · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.557070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c09a16e-0c3f-4bf9-a70e-a52ad40f3a53 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.560875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7348bda-a1b0-46a0-ae12-4c3055b0e81a · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.565717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dda165a8-2002-45fd-9aa7-b572a9c97e87 · outbound

This paper cites StarCoder: may the source be with you!.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner StarCoder: may the source be with you!

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.570403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e9ec177-bc41-4190-965b-3f7ff071d622 · outbound

This paper cites AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.574502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5362c7ad-8228-4eeb-84af-ea06d5f878fa · outbound

This paper cites DeepSeek-V3 Technical Report.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner DeepSeek-V3 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.579099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f91b6487-e940-4a96-915a-0d6f1ab6685d · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.583838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47934f7e-c1cd-42be-b749-fceb4817747d · outbound

This paper cites M2rc-Eval: Massively Multilingual Repository-level Code Completion Evaluation.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner M2rc-Eval: Massively Multilingual Repository-level Code Completion Evaluation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.588208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e820ebc9-02f7-4f03-9e2e-341cfad81572 · outbound

This paper cites MdEval: Massively Multilingual Code Debugging.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner MdEval: Massively Multilingual Code Debugging

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.596608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98f65e04-4ae3-49c3-be04-df13f0e485d8 · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner StarCoder 2 and The Stack v2: The Next Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.600565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c12e9db-3e82-4596-930b-cbf459d54d98 · outbound

This paper cites K., Fu, S., and LIU, S.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner K., Fu, S., and LIU, S

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:09.693244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c917e05-0e44-4d2a-b72d-a182766905a0 · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.608475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9ba37a4-a554-498f-a5ac-7b4747fec391 · outbound

This paper cites Training language models to follow instructions with human feedback.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Training language models to follow instructions with human feedback

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:09.659091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0ca40508-c6f8-4201-b992-0701c9f244cf · outbound

This paper cites L., Mishkin, P., Zhang, C., Agarwal, S., Slama, K., Ray, A., Schulman, J., Hilton, J., Kelton, F., Miller, L., Simens, M., Askell, A., Welinder, P., Christiano, P.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner L., Mishkin, P., Zhang, C., Agarwal, S., Slama, K., Ray, A., Schulman, J., Hilton, J., Kelton, F., Miller, L., Simens, M., Askell, A., Welinder, P., Christiano, P

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:09.627162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b6650e9-34c6-452e-848c-6b2b2fdb50fd · outbound

This paper cites Training Software Engineering Agents and Verifiers with SWE-Gym.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Training Software Engineering Agents and Verifiers with SWE-Gym

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.621436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75d28364-3e0a-44c2-995d-e97a0f75fa7a · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Code Llama: Open Foundation Models for Code

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.625719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6b3e52-5b3a-48ea-b89f-5e039b97a1f4 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Toolformer: Language models can teach themselves to use tools

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:09.592384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5c273352-3931-4d6b-a04f-e62ca35e70f5 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.633430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 794b2ab7-43e2-47bb-80f0-83534dfd3a17 · outbound

This paper cites TableGPT2: A Large Multimodal Model with Tabular Data Integration.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner TableGPT2: A Large Multimodal Model with Tabular Data Integration

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.638594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e6fe4b-d594-4d1c-8b7f-71d291424192 · outbound

This paper cites Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.642941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3af6f564-9d0d-4f72-809b-94b0ff7f0bd3 · outbound

This paper cites Debugbench: Evaluating debugging capability of large language models.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Debugbench: Evaluating debugging capability of large language models

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:09.557352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a8c69dc-d40b-43a2-af06-0dea281564c2 · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.657036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27834aad-e56d-42c7-a195-ed415f2661c4 · outbound

This paper cites A., Khashabi, D., and Hajishirzi, H.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner A., Khashabi, D., and Hajishirzi, H

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.660669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5549e19-d759-4218-8369-73cc2989c550 · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Magicoder: Empowering Code Generation with OSS-Instruct

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.664935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f74edbeb-1443-4575-af5b-1076920d69ad · outbound

This paper cites TableBench: A Comprehensive and Complex Benchmark for Table Question Answering.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.669060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d1ae447-a3f6-4851-a7ff-e8cd65b88d32 · outbound

This paper cites Codetransocean: A comprehensive multilingual benchmark for code translation.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Codetransocean: A comprehensive multilingual benchmark for code translation

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:09.525726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b7be68dc-f378-4dcd-9d5f-394b4a9ed41c · outbound

This paper cites Qwen2.5 Technical Report.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Qwen2.5 Technical Report

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.678098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a55b4e8-1df3-486d-87aa-763c2bf346c5 · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.686435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 073c3344-a1c6-4959-97b2-6664f89ac870 · outbound

This paper cites Evaluating and Aligning CodeLLMs on Human Preference.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Evaluating and Aligning CodeLLMs on Human Preference

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.691383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 267cdb0a-3c8e-4631-ba20-2523a31c0a6d · outbound

This paper cites ExecRepoBench: Multi-level Executable Code Completion Evaluation.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner ExecRepoBench: Multi-level Executable Code Completion Evaluation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.695802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e60197e-b0f4-4a01-93aa-207df3377510 · outbound

This paper cites Codereval: A benchmark of pragmatic code generation with generative pre-trained models.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Codereval: A benchmark of pragmatic code generation with generative pre-trained models

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:09.492710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e5aa239-4bdd-461f-976c-ee8b1f02ecd7 · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.704352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 295dbe90-c05c-4855-aa7c-1ee4b44d0b57 · outbound

This paper cites RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.709819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62009d9d-bf2f-45f4-bc76-859803f2ea11 · outbound

This paper cites DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.713965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c785dcf-a180-4fae-9823-0fcd29b61a77 · outbound

This paper cites LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.717994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3620268-48cc-49e8-ac2e-de0841a3d882 · outbound

This paper cites Naturalcodebench: Examining coding performance mismatch on humaneval and natural user queries.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Naturalcodebench: Examining coding performance mismatch on humaneval and natural user queries

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:09.456650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fbd5cac8-37fa-4c5d-895b-3dd6d16e92ac · outbound

This paper cites Commit0: Library Generation from Scratch.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Commit0: Library Generation from Scratch

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.726888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29638c0b-6a15-4651-b457-5c314976fef7 · outbound

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

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.731421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1abd8736-f7dd-41b1-b3cb-ce42cf54afb0 · outbound

This paper cites write newline.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner write newline

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.735443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation eb6a543c-bd24-466d-b4fd-af2563c2b9dd · inbound

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories? cites this paper.

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories? SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:59.035677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e6bcce1-20c6-48a1-8e19-34d221c68d52 · inbound

Is Agentic AI Ready for Real-World Hardware Engineering? A Deep Dive with Phoenix-bench cites this paper.

Is Agentic AI Ready for Real-World Hardware Engineering? A Deep Dive with Phoenix-bench SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:52:42.992829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4f8f2d29-e9cb-42ee-82ad-a5a7250532cd · inbound

Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier cites this paper.

Breaking the Solver Bottleneck: Training Task Generators at the Learnable Frontier SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-03T08:57:48.267846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.