Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T22:23:31.201476Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2511.10868.
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 2026-08-03T22:23:31.201476Z
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
19 of 19 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5b55f708-be09-44bb-9fec-07dcedf6e818 · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go Mike Conover, Matt Hayes, Ankit Mathur, Jianwei Xie, Jun Wan, Sam Shah, Ali Ghodsi, Patrick Wendell, Matei Zaharia, and Reynold Xin
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e1c081b-adf2-43e3-a8c4-0b3369fa0203 · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go UltraFeedback: Boosting Language Models with Scaled AI Feedback
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea6f2d8d-1743-45a0-94fc-302a58b7536e · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go Tulu 3: Pushing Frontiers in Open Language Model Post-Training
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b2adf9b-2f62-49bf-9a7f-1ba414dd2e9e · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go StarCoder: may the source be with you!
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 908bab4d-3866-4610-8abb-ab33627ac629 · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db5029aa-2415-47c3-957e-0d31e9c4b1fa · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go StarCoder 2 and The Stack v2: The Next Generation
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c421f034-5fff-4282-a53f-1bd484c5630b · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf715578-8170-4fdd-8691-a01ea4334dda · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go Spaceo.ai
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2595743-3fe7-4385-be8c-a48cc651f67f · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go Rohan Taori, Ishaan Gulrajani, Tianyi Zhang, Yann Dubois, Xuechen Li, Carlos Guestrin, Percy Liang, and Tatsunori B
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efc6b96e-f9fc-44f1-8981-3a9c2a2394cf · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go CodeBenchGen: Creating Scalable Execution-based Code Generation Benchmarks
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64f1acf8-9509-461a-b27c-854699c08ace · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go Instruction tuning for large language models: A survey.arXiv preprint arXiv:2308.10792,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1469f486-4021-4d8b-be53-a1ccd05ff185 · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc68c378-91d1-479d-9eea-b038cf308f2b · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go linear" seed 42 logging_steps 100 save_steps 1000 save_strategy
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9775ff5-3da7-4d85-9e66-f7764f7b42ab · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go none" task_type
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad6ae605-1634-45e9-87c4-053de515dde6 · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go LoRA: Low-Rank Adaptation of Large Language Models
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef988659-74f5-4910-be78-244b43053340 · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 627b8dbe-ed76-4ef9-ae44-c5e4352f74e2 · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go Evaluating Large Language Models Trained on Code
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7144c996-c0d2-4c2e-99b2-26b1f8ddd319 · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go Measuring the impact of early-2025 ai on experienced open-source developer productivity
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6508bb85-1cd9-4206-8b67-05ba870c10c6 · outbound
Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.