Paper Citation Record · LEDGER

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning

As of 7 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 2 inbound Pith citation observations for arXiv:2505.14585.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.14585 v2

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:37:31.442193Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:38:15.928177Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T17:38:20.641277Z

Reference resolution

66 of 66 outbound references displayed

verified exact5
verified fuzzy0
unresolved60
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 39372ee0-310d-4014-9563-c6249e5ce4f3 · outbound

This paper cites Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T15:37:33.808468Z

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 98d5261d-aec7-41d1-87e6-b061f686cbd0 · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:24.652966Z

Source-reported events for the cited work

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Observation e8775409-1e12-4eb4-8e46-f34f00afda2b · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:24.786439Z

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Observation ba1cd59e-96f6-4094-8274-c9999a2bab12 · outbound

This paper cites The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:24.927576Z

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Observation 73256e9c-8ad7-463d-8010-e673d7e5b027 · outbound

This paper cites Extracting Training Data from Large Language Models.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Extracting Training Data from Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:25.072025Z

Source-reported events for the cited work

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Observation 990725b1-be1d-46c1-914d-3fc89abcb71c · outbound

This paper cites Jailbreaking Black Box Large Language Models in Twenty Queries.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Jailbreaking Black Box Large Language Models in Twenty Queries

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:25.204373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 479f46f2-999d-4390-b4b3-e682553bf8d2 · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:25.308495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9465ff60-eece-440f-b092-eaf26ede060d · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:25.421845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4c83403-ada1-4f8e-a984-2e5013396b1b · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:25.578725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f69d212-7e44-4e3a-b3e3-18fa67d7dd94 · outbound

This paper cites CI-Bench: Benchmarking Contextual Integrity of AI Assistants on Synthetic Data.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning CI-Bench: Benchmarking Contextual Integrity of AI Assistants on Synthetic Data

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:25.713365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc839245-d41b-4f72-8890-306b4f6ff67d · outbound

This paper cites Process Reinforcement through Implicit Rewards.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Process Reinforcement through Implicit Rewards

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:25.785540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e587ec70-73d8-4fe2-9bc2-04b660216276 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:25.789933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dab7cdd-f49e-4fbf-b733-b9dc94183f9e · outbound

This paper cites Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:37:33.205897Z

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 bacdce3f-568c-49a5-ae88-18e3e8131156 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:25.866924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbfdfc53-e9ef-4cc5-a835-1b4a994e05e0 · outbound

This paper cites GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:37:32.892279Z

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 b702bf90-def5-4573-a119-0451594a1add · outbound

This paper cites Bias of AI-Generated Content: An Examination of News Produced by Large Language Models.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Bias of AI-Generated Content: An Examination of News Produced by Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:26.097347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27fb1375-bff2-4cba-a340-09b8db6da751 · outbound

This paper cites LawBench: Benchmarking Legal Knowledge of Large Language Models.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning LawBench: Benchmarking Legal Knowledge of Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:26.187600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fef6c64a-e147-43c6-a8b0-824ba5572579 · outbound

This paper cites Operationalizing Contextual Integrity in Privacy-Conscious Assistants.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Operationalizing Contextual Integrity in Privacy-Conscious Assistants

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:26.304358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7a153d4-0757-4f75-a5ea-f25b1c108195 · outbound

This paper cites Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:26.435481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 067804ab-144d-4d0d-9762-7e1ba74c4a27 · outbound

This paper cites LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:26.528544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ba1bf51-3967-4541-bdd5-a3c618b1d5cc · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Measuring Massive Multitask Language Understanding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:26.628909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2333286-0158-4099-8106-2cacae11a345 · outbound

This paper cites OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:26.704153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec8375de-bade-4e2e-8ce2-8b5f1a83e83e · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:26.780649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4487fc13-7444-4f37-89e3-8d559c0be63a · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:26.913997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1853068-8c23-40ec-bdd7-29e702130f21 · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:27.029278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c59c179e-81a5-45a2-afc1-87ed334df0df · outbound

This paper cites Privacy in Large Language Models: Attacks, Defenses and Future Directions.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Privacy in Large Language Models: Attacks, Defenses and Future Directions

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:27.148812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58eb9242-5b8c-4f41-9903-b5fdadd27428 · outbound

This paper cites Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:27.233556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7e18a7c-af09-43e7-a55d-7dc2e77a5963 · outbound

This paper cites Multi-step Jailbreaking Privacy Attacks on ChatGPT.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Multi-step Jailbreaking Privacy Attacks on ChatGPT

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:27.312304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ba95d35-7c49-42cb-9484-dd87661f6893 · outbound

This paper cites PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:27.419956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5980dbd6-2928-4bbf-800a-fc9376c9a236 · outbound

This paper cites DeepInception: Hypnotize Large Language Model to Be Jailbreaker.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning DeepInception: Hypnotize Large Language Model to Be Jailbreaker

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:27.502326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5094c26d-9c13-4d18-bba0-2b2d99d36fcb · outbound

This paper cites Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:27.632302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b87d7704-760f-4733-9942-2bbf1c04246f · outbound

This paper cites Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:27.735776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c30a8834-e4ad-45dd-a616-498d642e8474 · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:27.835124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa9fa9bf-f5d7-4496-8632-368ff503d553 · outbound

This paper cites Prompt Injection attack against LLM-integrated Applications.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Prompt Injection attack against LLM-integrated Applications

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:27.924319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d6c3987-3ffe-4eb9-9cc3-45ea47f9aea6 · outbound

This paper cites Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:28.028759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11479c46-247c-49e9-a952-b96ccdbb76b9 · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:37:34.235599Z

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 de1ba10a-b695-469b-8824-53816953cf6f · outbound

This paper cites GPT-4o System Card.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning GPT-4o System Card

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:28.278624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b6b9ae-bcd5-4c87-8601-37f27a930680 · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:37:34.042678Z

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 6618858b-b737-4f8a-92d8-c33b401ca31a · outbound

This paper cites Training language models to follow instructions with human feedback.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Training language models to follow instructions with human feedback

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:28.515613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 486809dd-1a11-4bb1-8fa9-8b0e89c82e63 · outbound

This paper cites Brendan McMahan, Sergei Vassilvitskii, Steve Chien, and Abhradeep Guha Thakurta.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Brendan McMahan, Sergei Vassilvitskii, Steve Chien, and Abhradeep Guha Thakurta

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:28.688518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cb2798a-9944-4a40-8031-4ef46e772760 · outbound

This paper cites Qwen2.5 Technical Report.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Qwen2.5 Technical Report

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:28.876330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3a04e38-52b1-4441-8be7-adac42b2cf39 · outbound

This paper cites WinoGrande: An Adversarial Winograd Schema Challenge at Scale.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning WinoGrande: An Adversarial Winograd Schema Challenge at Scale

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:29.013764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62e3c68a-c131-4125-af26-f5768d6306aa · outbound

This paper cites Trust Region Policy Optimization.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Trust Region Policy Optimization

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:29.124059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92e376a2-5fe9-4744-831c-413a80925506 · outbound

This paper cites High-Dimensional Continuous Control Using Generalized Advantage Estimation.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning High-Dimensional Continuous Control Using Generalized Advantage Estimation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:29.274966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66cd6366-c2e6-4c65-8bf3-be3220eeb346 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:29.386957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1576fe6c-af4c-432b-af4e-5c1b6d7860b0 · outbound

This paper cites Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:29.522948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb02cbac-84df-4a97-b20f-a9093090f566 · outbound

This paper cites "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:29.632571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1636e9e-1bc9-45b0-b391-92f2a876e4e8 · outbound

This paper cites INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:37:32.326115Z

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 4c6097ab-0a34-4a5b-9dee-9d50b7b73b76 · outbound

This paper cites Membership Inference Attacks against Machine Learning Models.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Membership Inference Attacks against Machine Learning Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:29.827094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa043073-fcc7-4bcc-a37c-2c236a655372 · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 50

Resolution: verified exact; raw_fallback, observed 2026-08-07T15:37:32.205258Z

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 6d6c5988-c25c-4d7a-9a8e-699ac05660b6 · outbound

This paper cites Certified Defenses for Data Poisoning Attacks.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Certified Defenses for Data Poisoning Attacks

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:30.109588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a820e140-31ed-415a-bd95-f9abb0ac5a3b · outbound

This paper cites Data Poisoning Attacks Against Federated Learning Systems.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Data Poisoning Attacks Against Federated Learning Systems

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:37:31.937855Z

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 b1eb8f5e-018f-4d87-a30f-b8e88e93bda9 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning LLaMA: Open and Efficient Foundation Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:30.290138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4b6069e-05b6-4e2b-b0f4-b60cb5c7be29 · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:30.379542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fbee1af-5bd7-48d0-a783-857fd091681a · outbound

This paper cites Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:30.498244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbcee3d7-8de2-4d4f-a310-df21ca0b17e2 · outbound

This paper cites Efficient Adversarial Training in LLMs with Continuous Attacks.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Efficient Adversarial Training in LLMs with Continuous Attacks

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:30.568678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90cd7ff6-f1eb-4947-b4cd-1eaf29f02015 · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:30.637518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69f8b6ff-4719-4c93-b8b6-64d6c4e0eca4 · outbound

This paper cites Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:30.734019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04bd2685-fe14-4ac5-a7de-b0ab2e454d5e · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:30.835377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39ef9557-10bf-46a0-a162-fdd838650712 · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:30.925687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7e0e76c-dfb0-42dd-a0ac-40850cb5cca2 · outbound

This paper cites Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:31.014205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bde7067d-2eb5-44ca-bf9c-a58bf81fefe1 · outbound

This paper cites Differentially Private Fine-tuning of Language Models.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Differentially Private Fine-tuning of Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:31.106379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd6fddfe-7dd6-4593-9f8e-389c59ea9d33 · outbound

This paper cites an unresolved cited work.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:31.194994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97a2a604-06e6-4a7c-ba26-a760461be9bd · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:31.261817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1563a4df-d57c-4a8b-a89d-2a75f427ff5f · outbound

This paper cites online" 'onlinestring :=.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning online" 'onlinestring :=

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:31.367911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c0c20cf-47b3-4045-9497-cdbe27181b09 · outbound

This paper cites write newline.

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning write newline

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T15:37:31.442193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 48e6a4e1-d5b3-4f4b-bdc1-1603a6fae1b6 · inbound

HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong cites this paper.

HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:38:20.745079Z

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 b83fe0b0-dcaa-4c11-b003-c3021ae15ad2 · inbound

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models cites this paper.

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning

Reference 156

Resolution: unresolved; no resolver link, observed 2026-08-05T10:39:07.039355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.