Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T13:56:37.543213Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2507.19904.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T13:56:37.543213Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2444b788-3e25-4d06-8ad9-837ef4982743 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation How are multilingual systems constructed: Characterizing language use and selection in open-source multilingual software,
Reference 1
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 6d3de179-c4ce-4f02-83bd-e1c0221faa99 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Programming language trends in open source development: An evaluation using data from all production phase sourceforge projects,
Reference 2
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 40b5b86f-0729-425f-8053-fa680173b80c · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation A large scale study of programming languages and code quality in github,
Reference 3
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 e6cc0948-8652-49c6-94bb-c21c196973ad · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Understanding language selection in multi-language software projects on github,
Reference 4
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 58cca88a-cd74-4a71-88c4-2b12628dcde5 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation On the impact of multi-language development in machine learning frameworks,
Reference 5
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 b810c47d-4eb7-4c8e-9e58-c612c2d265b2 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation An exploratory study on just- in-time multi-programming-language bug prediction,
Reference 6
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 267a92b5-2aca-4962-8d66-0fb45b128f0f · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Understanding resolu- tion of multi-language bugs: An empirical study on apache projects,
Reference 7
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 a44ef7cc-d378-489d-b4a4-2a8a04ffa381 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Declarative static analysis for multilingual programs using codeql,
Reference 8
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 577d965d-c5e2-432f-8b33-562f8c7adc75 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Multi-language software development: Issues, challenges, and solutions,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dee3ed64-540e-45f7-b910-71220bd92887 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Learning to detect and localize multilingual bugs,
Reference 10
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 a59525ec-bea7-4465-a03a-811e04bf42fc · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Towards understanding and reasoning about android interoperations,
Reference 11
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 a7a3c11b-59bc-4897-aa88-a9bde5da183d · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation On multi-language software development, cross-language links and accompanying tools: a survey of professional software developers,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 590b2061-7fbe-4597-8e3e-74c0aad8bb6f · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Mathprompter: Mathematical reasoning using large language models,
Reference 13
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 d30b66f8-2ca6-4c97-9ad5-77031de035d0 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation StarCoder 2 and The Stack v2: The Next Generation
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a8010fe-6f59-45d3-8041-e3ea31c0924e · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5041ecdb-ff9c-46bb-8fa8-485c67bf776a · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Multi-language software development in the llm era: Insights from practitioners’ conversations with chatgpt,
Reference 16
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 5c7909a6-5d01-4827-817c-a1e2fc150684 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Evaluating Large Language Models Trained on Code
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9592b67-f80e-407e-8188-6d777137986c · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Program Synthesis with Large Language Models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 832d763b-8f69-460e-a5d6-f6d89e61faac · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Javabench: A benchmark of object-oriented code generation for evaluating large language models,
Reference 19
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 8be7c434-f1ae-4f43-9dd6-3a41f4d4c6d9 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Evaluating large language models in class-level code generation,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ce89897-1c63-4bad-b2ca-64227f2224e3 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation ClassEval-T: Evaluating Large Language Models in Class-Level Code Translation
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f724bc24-03cd-4005-8b38-32f26a18539b · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Codeagent: Enhancing code generation with tool-integrated agent systems for real-world repo-level coding challenges,
Reference 22
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 d9f9c709-d6f2-47a7-a160-96a8dbaa88b7 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Automated benchmark generation for repository-level coding tasks,
Reference 23
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 603e2e88-5cc6-4f21-a5a6-4aac6ef9e02f · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc695def-e180-4900-8d05-17bcc0075c0b · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Llms in web development: Evaluat- ing llm-generated php code unveiling vulnerabilities and limitations,
Reference 25
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 579e79b4-7a55-41fc-91fc-076c970b0d2a · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Web-Bench: A LLM Code Benchmark Based on Web Standards and Frameworks
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78ea31d9-4c66-4acc-90bf-290e937a92df · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation WebApp1K: A Practical Code-Generation Benchmark for Web App Development
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7126a029-6328-42ca-9b3b-6f6bbb5324ab · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Da-code: Agent data science code generation benchmark for large language models,
Reference 28
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 593487be-1550-42b4-9eed-6cc22e60e4c4 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Benchmarking data science agents,
Reference 29
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 1f47f66a-40d0-4b1c-b1f9-d28bf40da4e5 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Llms for science: Usage for code generation and data analysis,
Reference 30
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 f4c325e9-8177-4556-8388-5a20736a104f · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Exploring and characterizing large language models for embedded system development and debugging,
Reference 31
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 63a13061-709b-48a0-8245-92a5b2f68680 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Deploying and evaluating llms to program service mobile robots,
Reference 32
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 efc18caf-d145-4a87-bb8a-100590d04972 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Domaineval: An auto-constructed benchmark for multi-domain code generation,
Reference 33
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 537e7701-ace7-4010-8945-03ea2cd4d2c0 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Codegeex: A pre-trained model for code generation with multilingual benchmarking on humaneval-x,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c6d9390-99b3-45e9-ad5c-2508bcf06a84 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Multipl-e: a scalable and polyglot approach to benchmarking neural code generation,
Reference 35
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 3438343b-42a5-42f9-bfa3-4566bf3f7f75 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aad8a99a-efbd-4e64-94ea-44858cdfb3f1 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation {PolyCruise}: A {Cross- Language} dynamic information flow analysis,
Reference 37
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 424c4d1a-2aad-4911-b8b9-44e0741b3502 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Polyfax: A toolkit for characterizing multi- language software,
Reference 38
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 ce7683b1-a8de-4589-80c9-8e74e3ec83fc · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Abstract Syntax Networks for Code Generation and Semantic Parsing
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0d39fff-6867-4c5d-a72f-fceef8736ddc · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation CodeBLEU: a Method for Automatic Evaluation of Code Synthesis
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1342baf1-f5b4-45f5-b8e0-69e0f5422c94 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Humaneval-xl: A multilingual code generation benchmark for cross-lingual natural language generalization,
Reference 41
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 a40f4d69-7e3d-4515-b7e9-d236d09c6e69 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation DeepSeek-V3 Technical Report
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4ebd78b-e076-4a43-8e68-c1103b6c50c9 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation CodeBenchGen: Creating Scalable Execution-based Code Generation Benchmarks
Reference 43
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 b1ad6c5a-9d5a-4db5-94ce-2e2803a3afc7 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation GPT-4o System Card
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39d836c2-e8c6-4ad3-b5a1-155eb152c180 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Glm-4 model api documentation,
Reference 45
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 547f203b-6250-46b5-8a49-949b824f284e · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Qwen3 Technical Report
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f0dcb6f-41a0-4832-8f53-dffa3343e092 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed98f7f8-d2bf-4c89-8cbb-1f6ff6ef9b24 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation The Llama 3 Herd of Models
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a3a1ff5-5607-4e4c-9f1f-915756633981 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Gemma: Open Models Based on Gemini Research and Technology
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81d9d303-12ec-45c3-a20c-8cc3c58ca87a · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Qwen2.5-Coder Technical Report
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85f1b7f9-9b11-47de-b0f9-ba32d1277372 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation Code Llama: Open Foundation Models for Code
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91811124-9176-465d-ac0e-191ad7de5836 · outbound
CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation CodeGemma: Open Code Models Based on Gemma
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.