Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T11:59:18.434546Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 2 inbound Pith citation observations for arXiv:2411.17793.
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 2026-08-12T11:59:18.434546Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T10:32:47.756343Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T10:33:18.382028Z
70 of 70 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e07a633d-a329-4f9a-822d-47e8a45c6cad · outbound
Engineering AI Judge Systems Claude 3 sonnet has become very lazy,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0641d58c-b4d9-45ae-a544-f469463b3b76 · outbound
Engineering AI Judge Systems Do you guy think the cost of gpt-4 is high,
Reference 2
Source-reported events for the cited work
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Observation 7e88b40b-4104-444c-a7f7-955aa0354452 · outbound
Engineering AI Judge Systems Gpt-4 is crazy expensive,
Reference 3
Source-reported events for the cited work
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Observation 6e7e3ff0-5b01-49c5-8426-0c64801f4e06 · outbound
Engineering AI Judge Systems Open llm leaderboard,
Reference 4
Source-reported events for the cited work
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Observation a62f18e3-1362-46cb-9a8a-d5e82ba916dd · outbound
Engineering AI Judge Systems Use agent metrics & llm judges to evaluate app performance,
Reference 5
Source-reported events for the cited work
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Observation 2d24a91c-5b70-4273-bff3-90967b30d88b · outbound
Engineering AI Judge Systems 2030 software engineering,
Reference 6
Source-reported events for the cited work
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Observation 947c5aeb-8423-4bc7-9dda-6df89c092418 · outbound
Engineering AI Judge Systems The acm international conference on the foundations of software en- gineering (fse) 2024,
Reference 7
Source-reported events for the cited work
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Observation 05ca5043-7480-4d7e-8b16-34110261baea · outbound
Engineering AI Judge Systems Fm+se summit 2024,
Reference 8
Source-reported events for the cited work
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Observation 40e1b4f1-a253-4d29-a173-96e35aede6e5 · outbound
Engineering AI Judge Systems Opea initiative (open platform for enterprise ai (opea),
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c3f25090-1dee-424a-9f4d-ef4075c739ff · outbound
Engineering AI Judge Systems Re-thinking data strategy and integration for artificial intelligence: concepts, opportuni- ties, and challenges,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8a957eb4-3f66-4202-b0f1-8923229c292d · outbound
Engineering AI Judge Systems Constitutional AI: Harmlessness from AI Feedback
Reference 11
Source-reported events for the cited work
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Observation c8023431-371b-4128-96f9-6d4dd42ca5d2 · outbound
Engineering AI Judge Systems Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92cf6acd-09fd-4426-b0ef-6bf32fe48823 · outbound
Engineering AI Judge Systems Meteor: an automatic metric for MT evalua- tion with improved correlation with human judgments,
Reference 13
Source-reported events for the cited work
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Observation cfb058a0-0668-4acf-87dd-305edac4a074 · outbound
Engineering AI Judge Systems Test driven development: By example addison-wesley,
Reference 14
Source-reported events for the cited work
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Observation 71493e67-f94e-479d-a0cd-602bac9facd1 · outbound
Engineering AI Judge Systems On the dangers of stochastic parrots: can language models be too big?
Reference 15
Source-reported events for the cited work
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Observation c2ac4a3a-4cff-48fd-97bf-e8fd9f8a5dd5 · outbound
Engineering AI Judge Systems Sparks of Artificial General Intelligence: Early experiments with GPT-4
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62e3339c-7943-452c-847f-8cbde46d5111 · outbound
Engineering AI Judge Systems ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0935c594-8e41-416a-95db-9f86a061e380 · outbound
Engineering AI Judge Systems A survey on evaluation of large language models,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e65b98a8-a1b8-4100-a638-188fd934f478 · outbound
Engineering AI Judge Systems Unleashing the potential of prompt engineering for large language models
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a970bc9c-49d3-465b-9583-2f2c3cd9b86e · outbound
Engineering AI Judge Systems Towards training reproducible deep learning models,
Reference 20
Source-reported events for the cited work
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Observation d2fa95c7-8c31-498e-8bdf-dec0558784c8 · outbound
Engineering AI Judge Systems Humans or LLMs as the Judge? A Study on Judgement Biases
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5ad56e2-3a5c-4c91-a84c-08c4ee58a9c2 · outbound
Engineering AI Judge Systems How is ChatGPT's behavior changing over time?
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64e25685-2f9e-4c1b-9113-cc8e95572a23 · outbound
Engineering AI Judge Systems Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ddc37fd-3306-4aac-bcb2-a6cc389bc29f · outbound
Engineering AI Judge Systems Available: https://www.reddit.com/r/ClaudeAI/comments/ 1bv8ww5/claude 3 sonnet has become very lazy/
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 10d1d72c-38ce-4f89-8809-379d44341fc4 · outbound
Engineering AI Judge Systems Training Verifiers to Solve Math Word Problems
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54a73f2e-70a0-43f2-89e7-684da527c5e6 · outbound
Engineering AI Judge Systems Evalullm: llm assisted evaluation of generative outputs,
Reference 26
Source-reported events for the cited work
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Observation 2ab6465c-c725-4a04-b939-394da8855761 · outbound
Engineering AI Judge Systems Qlora: ef- ficient finetuning of quantized llms,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aec2f2f2-46ed-4a8e-9983-d24f1b299583 · outbound
Engineering AI Judge Systems Fira: fine-grained graph-based code change representation for automated com- mit message generation,
Reference 28
Source-reported events for the cited work
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Observation 2c4f6a65-7ce3-4ec6-a895-0cbd0da38f37 · outbound
Engineering AI Judge Systems Alpacafarm: a simulation framework for methods that learn from human feedback,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9831402a-94fc-4b4a-bb73-8d52cc27b3c7 · outbound
Engineering AI Judge Systems Bias and fairness in large language models: a survey,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 535c660a-2eb5-4e4a-8c8c-2d803839f901 · outbound
Engineering AI Judge Systems Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4944e0f9-35d0-4078-8829-e8f5a610a8e9 · outbound
Engineering AI Judge Systems LLM-based NLG Evaluation: Current Status and Challenges
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 964d0df2-5403-4e1b-8136-a64903194b90 · outbound
Engineering AI Judge Systems Fm+se vision 2030,
Reference 33
Source-reported events for the cited work
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Observation 80f2e391-f7a0-4f0b-9247-39c261d7d047 · outbound
Engineering AI Judge Systems Rethinking software engineering in the foundation model era: a curated catalogue of challenges in the development of trustworthy fmware,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 38c394b4-fb5d-4586-b09d-45b121f5a5ef · outbound
Engineering AI Judge Systems Measuring Massive Multitask Language Understanding
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abc6d780-04f7-4f85-bcb2-8b0d8f8b217b · outbound
Engineering AI Judge Systems A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f6c5c9f-b355-4868-9765-adf08a204dd1 · outbound
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 601eb689-23ad-4590-b3ee-368c505574dd · outbound
Engineering AI Judge Systems Kejriwal, Domain-specific knowledge graph construction
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dce9d1bd-1dd9-479a-9f89-db458e0f2469 · outbound
Engineering AI Judge Systems On scalable oversight with weak LLMs judging strong LLMs
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28284a8d-410a-4e89-b44b-1d1c75aff2f3 · outbound
Engineering AI Judge Systems Debating with More Persuasive LLMs Leads to More Truthful Answers
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84a337a4-3562-4833-9efb-ddcd9b7d00f5 · outbound
Engineering AI Judge Systems Dspy: compiling declarative language model calls into state-of-the-art pipelines,
Reference 41
Source-reported events for the cited work
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Observation f9386766-e1fd-461f-9013-e120f2ed1260 · outbound
Engineering AI Judge Systems Software engineering for machine learning applications (semla) 2023,
Reference 42
Source-reported events for the cited work
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Observation dac9e283-2527-47fb-8842-c2df3acbb6cc · outbound
Engineering AI Judge Systems Understanding the Effects of RLHF on LLM Generalisation and Diversity
Reference 43
Source-reported events for the cited work
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Observation 3aec817e-5fca-4029-af5c-2709ab851d84 · outbound
Engineering AI Judge Systems On the role of knowledge graphs in explainable ai,
Reference 44
Source-reported events for the cited work
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Observation 2104f4a8-8d00-479d-aa47-f19387188b8c · outbound
Engineering AI Judge Systems Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9724063b-752b-41cc-92a5-2e8b9e3fa414 · outbound
Engineering AI Judge Systems Rouge: a package for automatic evaluation of summaries,
Reference 46
Source-reported events for the cited work
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Observation 56a5924d-8edc-4c5f-8af5-dc72367b80be · outbound
Engineering AI Judge Systems Best Practices and Lessons Learned on Synthetic Data
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a57f28fd-7676-4364-9c5f-b975c931315e · outbound
Engineering AI Judge Systems Calibrating LLM-Based Evaluator
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae9b3172-cb8b-4264-b00e-b1fc5795ef68 · outbound
Engineering AI Judge Systems Generating training data with language models: towards zero-shot language understanding,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation eb717707-4edb-4c03-aeb5-23bf499ef0a4 · outbound
Engineering AI Judge Systems Cider: robust consensus-based image description evaluation,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 95a55474-bc6c-4ec1-81f6-73192c62e639 · outbound
Engineering AI Judge Systems A framework for evaluating and improving requirements specifications based on the developers and testers perspective,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 698c9c48-3d7c-4663-9190-028b2013d533 · outbound
Engineering AI Judge Systems Human-Centered Design Recommendations for LLM-as-a-Judge
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d380be56-886c-43af-a80c-d04386398aaf · outbound
Engineering AI Judge Systems Bleu: a method for automatic evaluation of machine translation,
Reference 53
Source-reported events for the cited work
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Observation a5a90d46-9e76-4ecb-94ce-4bf898a63156 · outbound
Engineering AI Judge Systems The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57920572-3461-49cf-b1b9-5a97faa05cee · outbound
Engineering AI Judge Systems Verbosity Bias in Preference Labeling by Large Language Models
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f1b10a0-d706-48ae-a6fd-e0e483db6f0e · outbound
Engineering AI Judge Systems BLEURT: Learning Robust Metrics for Text Generation
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cd8717b-f6b1-4089-aec4-d5b796dbcae0 · outbound
Engineering AI Judge Systems On automatic summarization of what and why information in source code changes,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ff1d24d0-ab0f-4ea3-92d4-57d3d1841f88 · outbound
Engineering AI Judge Systems On the evaluation of neural code summarization,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f1f2be3f-b8ef-4e6c-9a72-9c183b1bb0f9 · outbound
Engineering AI Judge Systems RACE: Retrieval-augmented commit message generation,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9de57533-72ab-447b-9c2e-9a16d1936911 · outbound
Engineering AI Judge Systems On the evaluation of commit message generation models: an experimental study,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 68bbccb3-869f-49bb-aa65-0f68b69ef797 · outbound
Engineering AI Judge Systems Alpaca: a strong, replicable instruction-following model,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 196eee81-2147-4992-9d96-4f60defcddda · outbound
Engineering AI Judge Systems Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d64aa7a2-c591-4f8b-8884-5cb6100a9cc3 · outbound
Engineering AI Judge Systems Synthetic data, real errors: how (not) to publish and use synthetic data,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a7d2c3be-6852-4eea-b3be-9e62162e1d76 · outbound
Engineering AI Judge Systems Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02d0b65c-f5f1-4087-b51f-22bad0f786a2 · outbound
Engineering AI Judge Systems Systematic Evaluation of LLM-as-a-Judge in LLM Alignment Tasks: Explainable Metrics and Diverse Prompt Templates
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5746f32f-31dc-40ec-b425-a3aa15be497f · outbound
Engineering AI Judge Systems Offline Energy-Optimal LLM Serving: Workload-Based Energy Models for LLM Inference on Heterogeneous Systems
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99eedc02-be11-4d1c-bb22-864eaef6e7e4 · outbound
Engineering AI Judge Systems Fake it till you make it: face analysis in the wild using synthetic data alone,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 219aebda-04d4-455d-b19a-6145c4cbea0a · outbound
Engineering AI Judge Systems Commit message generation via chatgpt: how far are we?
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f890a40e-3532-4f3d-b0f0-0e99dbe9cb2c · outbound
Engineering AI Judge Systems Automatic commit message generation: a critical review and directions for future work,
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b3e532f0-e1c9-45c0-8e81-6851a8f47262 · outbound
Engineering AI Judge Systems Judging llm-as-a-judge with mt-bench and chatbot arena,
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a1f08563-e1d9-450b-b1fb-942ab696aa28 · inbound
Model Context Protocol (MCP) at First Glance: Studying the Security and Maintainability of MCP Servers Engineering AI Judge Systems
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c3ec2d89-6bea-4e6b-8f3b-09f152b10195 · inbound
An Empirical Study on Logging Evolution On Stack Overflow: Trends, Topics, and Challenges Engineering AI Judge Systems
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.