Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T19:26:28.059736Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 100 of 106 outbound references and 0 inbound Pith citation observations for arXiv:2506.17353.
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 2026-08-15T19:26:28.059736Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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
100 of 106 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b7d92f2f-7021-436a-82ed-dac1a579b7a7 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7089aca7-49a1-4424-b2b3-cd3608acce0b · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs PaLM: Scaling Language Modeling with Pathways
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae86021f-c2d1-4ce4-a26e-c85e9aec2fec · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ac96f51-38f4-459c-a27c-e06a95f467fd · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc4e94ad-b1c3-4ca1-abaa-3852eef8ac3c · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs 2020.{Updates-Leak}: Data set inference and reconstruction attacks in online learning
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a09c8539-3044-4c27-9dca-ab6a5e513fdb · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f6b1b95-e6df-49f7-84aa-d762fe8df72d · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1127686-2b4a-41e3-bdae-32cee1517c6d · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47cc9eef-422b-48e3-9108-2605411fb498 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Scalable Extraction of Training Data from (Production) Language Models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57b34d2b-6f2c-453f-85be-adb0253bbd9a · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5ba1483-5575-45cc-bfbf-f012a7c533fe · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 472cb13a-2111-4899-aa05-80ec8d651412 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5791aabf-dbad-4e0a-b7f4-bd883751da1c · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74517a1c-6f28-47a6-8192-8c969333d592 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs LoRA: Low-Rank Adaptation of Large Language Models
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3dd82148-6455-4e3e-bfc0-0a3489c0204f · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76bf28a6-fa9d-435b-a94a-3b3f6217380a · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cd6d25e-ba8a-451f-8edf-92d578bc3fe5 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30b3bb20-10c6-4c1e-9d14-71fbcfab22a2 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Gemma: Open Models Based on Gemini Research and Technology
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b0085f1-5387-4d4b-8548-19455d3d0705 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4abaa0e0-9e0c-4eda-b236-0d631f4be3f9 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs DE-COP: Detecting Copyrighted Content in Language Models Training Data
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c84fd6b7-2d58-4893-904d-d5aae9d40276 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dab9263-f751-40af-b8bf-1f179d8b0193 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1f9b9f1-bbfc-4788-ac79-7e8104f23ada · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03da6d2f-da39-4526-aa56-590e9dae50dc · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46cf06ec-08be-43e5-bdef-0ff40f2b92cd · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac9cff26-758f-4665-b5ba-ede89fc07955 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cadf49e-eeb1-4acb-a462-ca93f9e8df4e · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4608127f-60c3-444d-8491-f7ac8fe8654f · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 808f969a-f57f-44d8-9346-5f5933a71dc6 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Instruction Tuning with GPT-4
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab7eaafe-c737-41ea-9c3d-590618bd4f4c · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55595edf-fcdf-4e08-9b3e-68c142486457 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d985584-5234-4a69-a80f-904d175eef47 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Exploring Multi-Lingual Bias of Large Code Models in Code Generation
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1facb278-153e-4c0d-af6f-70e24bc24d97 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c62caf55-c89a-45d0-88aa-7499ac7272da · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f63f00c9-8ed7-46c1-b451-fa2b1259dcda · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Code Llama: Open Foundation Models for Code
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8986dab8-a71b-4166-9c2a-222783645a06 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4b1f3e0-e8eb-4bf0-a072-573ade8f6670 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Automatic Chain of Thought Prompting in Large Language Models
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d7ac5f7-13ab-4010-95f2-cbb5531a0e2c · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdfea80a-417a-41f2-bc05-16c262a1d3d2 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1265571d-69e4-49d2-80df-0e67b75b1e63 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ac70cf5b-9fab-44b4-bb99-994c82c5fb9c · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Meta Large Language Model Compiler: Foundation Models of Compiler Optimization
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e82eff7a-3303-4cf0-91f8-f6b889837865 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Evaluating Large Language Models Trained on Code
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af5515bf-656b-4b47-91cb-5be05cee4b97 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5a41539-c159-4cb6-8cc4-824d3db537cf · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c38498a0-3d9f-4b09-9810-9ec0a4188b48 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 89256dfd-4ee4-4c5b-9734-121d02b3d370 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 597b1a1f-39b8-47f4-baee-077ae309fe13 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a0dc184f-3a77-44a7-bb19-55241c9f7cb3 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9bf9bc7-4f70-4a82-9a11-1be4d35d3570 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 11721c55-a21d-48ea-88f2-048ba21bc8dc · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Training Verifiers to Solve Math Word Problems
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57aa9db3-f5b3-433a-876f-1fb2e97bccde · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 31df776d-2320-436b-a6ba-c3a221e6c84c · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 22bff668-baaa-4a10-9cf8-a64a39f642ab · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Gonzalez, Ion Stoica, and Eric P
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aaddebe0-9cac-43d8-b139-84a82c9f6c72 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1d9d58b1-8082-4bbc-85c7-0eecb993687a · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77e634c1-fdd9-46b4-b8cb-9c0f1695193a · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40ca5b5b-4b78-4aef-9562-54ebfef7915d · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65c4304f-8d27-449e-95a9-ab13c0e8fe17 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2d55d6c8-2cfd-4f86-8cea-61ce18044f23 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c63f21e4-7180-40f3-bed4-24711c57b4e1 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83a957bc-44eb-4c1e-8c3f-eaefa4a9e55e · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8125a248-c97e-4312-a735-b73ea763941a · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b9edd4c-8566-430b-87b3-b5138076f630 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dc89cc4d-3b71-4b72-8842-df6897dc8747 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d49c9376-5bd6-4e21-ae6f-72bd157f54aa · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 78f42fb9-793b-4a30-aabc-fdb0826b1590 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb1aa271-9dff-4b55-8a59-aa6b692ccf20 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 78074639-45b7-4cda-af80-2b5c0758111c · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d452fb6a-925f-4f06-82f7-2df1f1698c60 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfa876f5-3b7a-45ee-96af-37bb76311bf2 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b9f94c90-6f47-45bd-b2e8-8c0eff75460d · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 69a70b28-0a43-465b-8be5-d854c9216a05 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 989ed10c-b088-4184-a628-ca12578897d5 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ca23831-7590-4648-ad75-345e68c61eb6 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4599c6f2-b227-4ce1-83b0-54ac824ca1ad · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcd49f0e-f5e1-4b7b-92f3-645ea11a1c11 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs A Closer Look at the Limitations of Instruction Tuning
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e98e32b4-ce30-42c5-8c76-82cb8eba7ece · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method
Reference 77
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a4674fe-c1f7-40f3-889c-aa92a13bfa29 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1b5bd149-0299-419f-b2a8-c60efeefa510 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
Reference 79
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c83d422c-0e78-43d2-bcc0-b6e2e43ce665 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation de2857fc-e9a7-4f80-a087-5e4d608a8ee5 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs StarCoder: may the source be with you!
Reference 81
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5473bc70-5719-471f-b262-26fd3b890af6 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs WizardCoder: Empowering Code Large Language Models with Evol-Instruct
Reference 82
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a633479e-2f25-46af-aad3-f4cb53d37ca4 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Measuring Massive Multitask Language Understanding
Reference 83
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 044cfe10-cdce-4126-b44f-23d9710e05ca · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a4a9a094-e3ef-4024-b5bb-45ac8b4556ef · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 12ca98e2-131c-49db-bcf8-68f24dbfb516 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 86
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d6978789-4bac-44c3-a0d3-6ca85af4dc8e · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 39d94432-c511-4460-ae78-313c9a7f2980 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 88
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29e8b4e9-bf39-4f07-881d-eb4d123bf95c · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation de8dbe68-6ae0-42bb-b678-b8d57ce7b120 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 753190fc-75f9-4d1c-bdc2-dceafc667c56 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 91
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c327dc67-285f-4d20-b1ef-8a745b96564f · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dc9d74cc-d58f-4906-ba19-cb555b7382ea · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 93
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8e464dba-05da-45d3-84f1-6d80750197a0 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a8141459-b02b-4e1b-b00a-63d6853749ea · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 95
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5d23f33c-15fa-4b46-8f5a-f6dcf3bcee50 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 96
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 909a474a-15f5-4156-a437-75565d955c44 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 97
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7297ac54-ed94-4d49-87e0-db114eb07479 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 98
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6c612e77-e8f9-4a26-a87b-e9a564b6e627 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 99
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d20c9d74-229e-44a1-becd-22f01951d7f2 · outbound
Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs Unresolved cited work
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.