Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:34:17.835010Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 1 inbound Pith citation observation for arXiv:2412.06619.
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 2026-08-11T19:34:17.835010Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T20:08:57.247629Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-08T20:08:57.949206Z
77 of 77 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d6a0681b-6f4f-4ac8-b454-9e4997648e22 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Strong Copyright Protection for Language Models via Adaptive Model Fusion
Reference 1
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Copyright-Protected Language Generation via Adaptive Model Fusion Deep learning with differential privacy
Reference 2
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Copyright-Protected Language Generation via Adaptive Model Fusion GPT-4 Technical Report
Reference 3
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Copyright-Protected Language Generation via Adaptive Model Fusion Large-scale differentially private BERT
Reference 4
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Copyright-Protected Language Generation via Adaptive Model Fusion Program Synthesis with Large Language Models
Reference 5
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Reference 6
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Copyright-Protected Language Generation via Adaptive Model Fusion Language models are few-shot learners
Reference 7
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Observation b51dc1dd-7d3e-4214-9755-53607b6b93e7 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Extracting training data from large language models
Reference 8
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Reference 9
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Copyright-Protected Language Generation via Adaptive Model Fusion Unlearn what you want to forget: Efficient unlearning for LLMs
Reference 10
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Reference 11
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Observation 88c56fa4-7654-4e68-8d23-7c2f31ff34e2 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation
Reference 12
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Observation c3ad77fa-3e0d-4413-8278-74c7ad3eff54 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Unresolved cited work
Reference 13
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Copyright-Protected Language Generation via Adaptive Model Fusion Safe: Machine unlearning with shard graphs
Reference 14
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Copyright-Protected Language Generation via Adaptive Model Fusion The algorithmic foundations of differential privacy
Reference 15
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Observation ff52a65d-45b7-4d17-93a5-f5b5ab9dfc36 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Who's Harry Potter? Approximate Unlearning in LLMs
Reference 16
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Observation bdd7b81a-6e43-45cf-8c29-2cd9165aa58b · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Can Copyright be Reduced to Privacy?
Reference 17
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Observation f5a92dc7-0a73-4db0-ad94-8dd2fa31dc89 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Hierarchical neural story generation
Reference 18
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Copyright-Protected Language Generation via Adaptive Model Fusion GPTScore: Evaluate as You Desire
Reference 19
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Observation 6b62ae16-727c-4571-8877-05ed32a2b2e2 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Mixed- privacy forgetting in deep networks
Reference 20
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Observation c929b54c-5156-4d84-8cf8-214442c3d83e · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion CPR: Retrieval augmented generation for copyright protection
Reference 21
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Copyright-Protected Language Generation via Adaptive Model Fusion Scaling Expert Language Models with Unsupervised Domain Discovery
Reference 22
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Observation 02dc8c4b-722f-4a73-a2a4-dcb3eda99417 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
Reference 23
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Copyright-Protected Language Generation via Adaptive Model Fusion Foundation Models and Fair Use
Reference 24
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Observation b4fb0bdd-2d9e-4005-bb9f-cfa4eb36b8d3 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Measuring coding challenge competence with apps
Reference 25
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Observation c4a4549c-fe41-4d22-a45f-ea34dc992f49 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR
Reference 26
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Observation 051741f8-8f86-4069-84c2-1096eb92e9e9 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Privacy implications of retrieval-based language models
Reference 27
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Copyright-Protected Language Generation via Adaptive Model Fusion DONOTTRAIN: A metadata standard for indicating consent for machine learning
Reference 28
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Observation e9ed7ad5-b3b3-48eb-b7fb-56a6841b6444 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Preventing generation of verbatim memorization in language models gives a false sense of privacy
Reference 29
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Observation 706d17c3-809d-453d-b2a6-1fe3e037af09 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion NEFTune: Noisy embeddings improve instruction finetuning
Reference 30
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Observation c4d5301e-8602-458f-b3c9-a5e69fd42332 · outbound
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Reference 31
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Observation 1debae13-5e92-4151-8d05-eb947c1c81be · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Phi-2: The surprising power of small language models
Reference 32
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Observation dd94b228-8cda-44a8-8b6f-2d4b42d50681 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion LLM-Blender: Ensembling large language models with pairwise ranking and generative fusion
Reference 33
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Observation 40a4fde3-269b-4e79-a20d-962b8b5582ee · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Dataless knowledge fusion by merging weights of language models
Reference 34
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Observation 5e6c4a40-0476-45ba-90ba-6eb77558e9a6 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Deduplicating training data mitigates privacy risks in language models
Reference 35
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Observation b07e8bd9-6d30-4e57-9ed4-36f4438f702a · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Copyright violations and large language models
Reference 36
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Observation f3e320c6-e7ae-4fc5-b5b9-607cc2e7ea25 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
Reference 37
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Observation 84e1c3f1-ecc1-4a39-9526-f2a157b5db28 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion The Stack: 3 TB of permissively licensed source code
Reference 38
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Observation 8af59028-f675-4398-969e-eda80260710b · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Deduplicating training data makes language models better
Reference 39
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Observation 68d49737-4b48-4c61-ab8d-9c24cffd21c3 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Talkin' 'Bout AI Generation: Copyright and the Generative-AI Supply Chain
Reference 40
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Observation a7535a43-88c9-406b-a764-4e2b4e58bf47 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion StarCoder: may the source be with you!
Reference 41
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Observation 01cd7306-ed8f-49d8-8e2c-0319ce5158a1 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Purifying Large Language Models by Ensembling a Small Language Model
Reference 42
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Copyright-Protected Language Generation via Adaptive Model Fusion DExperts: Decoding-time controlled text generation with experts and anti-experts
Reference 43
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Observation fe35c3a6-2a8b-4786-bf4d-1bcb337d3aa7 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Rethinking Machine Unlearning for Large Language Models
Reference 44
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Copyright-Protected Language Generation via Adaptive Model Fusion SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation
Reference 45
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Copyright-Protected Language Generation via Adaptive Model Fusion G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Reference 46
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Copyright-Protected Language Generation via Adaptive Model Fusion Dolos: Language-agnostic plagiarism detection in source code
Reference 47
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Observation 94760596-65b8-4063-a1ef-e256cb7a41b7 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization
Reference 48
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Observation bd5dddcb-449b-44f9-98a4-c633532f1937 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models
Reference 49
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Observation e2b1ea06-ef32-4d16-bbc1-1532cba2ae44 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Silo language models: Isolating legal risk in a nonparametric datastore
Reference 50
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Observation a8295832-c80d-4f30-82bf-e144b31f253c · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Memorization in NLP fine-tuning methods
Reference 51
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Observation d1d5c06a-15d6-4da4-8800-e2964f8394e3 · outbound
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Reference 52
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Copyright-Protected Language Generation via Adaptive Model Fusion Extracting training data from document-based VQA models
Reference 53
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Observation 685605a6-3642-4e62-9ee3-0e802cd62910 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Finding plagiarisms among a set of programs with JPlag
Reference 54
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Copyright-Protected Language Generation via Adaptive Model Fusion The new legal landscape for text mining and machine learning
Reference 55
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Observation c291798a-23a5-4be3-9baa-0bef8b2be706 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Diffusion art or digital forgery? investigating data replication in diffusion models
Reference 56
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Observation cde7a7dd-8798-4b60-9dc9-13c83f335799 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks
Reference 57
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Observation c6d5f56a-c55a-488f-b61c-9603ed93fc52 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Gemini: A Family of Highly Capable Multimodal Models
Reference 58
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Observation 5e085887-7fa7-4e1e-b001-6fb2544d5e5c · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Memorization without overfitting: Analyzing the training dynamics of large language models
Reference 59
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Reference 60
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Copyright-Protected Language Generation via Adaptive Model Fusion On provable copyright protection for generative models
Reference 61
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Reference 62
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Reference 63
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Reference 64
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Copyright-Protected Language Generation via Adaptive Model Fusion Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Reference 65
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Copyright-Protected Language Generation via Adaptive Model Fusion Defending ChatGPT against jailbreak attack via self-reminders
Reference 66
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Reference 67
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Observation 7f21c215-47da-4e33-be5d-9df251f84930 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion ARCANE: An efficient architecture for exact machine unlearning
Reference 68
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Copyright-Protected Language Generation via Adaptive Model Fusion CodeIPPrompt: Intellectual property infringement assessment of code language models
Reference 69
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Observation c0208f2a-3ea6-4793-b871-7d7b631f481e · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Counterfactual memorization in neural language models
Reference 70
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Observation 914422a7-6af0-4d41-824b-afbb43e77ac6 · outbound
Copyright-Protected Language Generation via Adaptive Model Fusion Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning
Reference 71
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Copyright-Protected Language Generation via Adaptive Model Fusion Autonomous data selection with language models for mathematical texts
Reference 72
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Reference 73
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Copyright-Protected Language Generation via Adaptive Model Fusion Unresolved cited work
Reference 74
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Reference 75
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Reference 76
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Reference 77
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Reference 1
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