Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 78 inbound Pith citation observations for arXiv:2203.14465.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T20:02:27.628345Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
116
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 27972a50-4972-4b14-b15f-c54e19d62b87 · inbound
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models STaR: Bootstrapping Reasoning With Reasoning
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1cfd1bb4-fdac-4d39-abc6-ec634eb05b76 · inbound
Large Language Models are Zero-Shot Reasoners STaR: Bootstrapping Reasoning With Reasoning
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a34c375e-2e54-4c94-b28c-dcb42d934fe0 · inbound
Automatic Chain of Thought Prompting in Large Language Models STaR: Bootstrapping Reasoning With Reasoning
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 372c619b-5a54-483c-8575-3bf52d8e508d · inbound
Large Language Models Can Self-Improve STaR: Bootstrapping Reasoning With Reasoning
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 158d9e49-2aee-4efa-9279-0249c450767a · inbound
Large Language Models Are Human-Level Prompt Engineers STaR: Bootstrapping Reasoning With Reasoning
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d4598555-4857-4ccf-b926-e5aff78ea628 · inbound
Solving math word problems with process- and outcome-based feedback STaR: Bootstrapping Reasoning With Reasoning
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5f090305-dd52-403d-a056-a953a7a43eae · inbound
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes STaR: Bootstrapping Reasoning With Reasoning
Reference 111
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 35c5dde4-5f0f-456d-ac0f-8921202c0298 · inbound
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines STaR: Bootstrapping Reasoning With Reasoning
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9f2698e6-b64f-4462-9ca1-ff2b22724cf9 · inbound
DataComp-LM: In search of the next generation of training sets for language models STaR: Bootstrapping Reasoning With Reasoning
Reference 211
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c70093c8-1a23-49cf-95bf-4e9bc9be8f71 · inbound
AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement STaR: Bootstrapping Reasoning With Reasoning
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0b8700c-5a31-4222-a3ff-9c5034dab00d · inbound
SmolTulu: Higher Learning Rate to Batch Size Ratios Can Lead to Better Reasoning in SLMs STaR: Bootstrapping Reasoning With Reasoning
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83c817e7-3ec0-462f-89e1-80d6044ca40f · inbound
HARP: A challenging human-annotated math reasoning benchmark STaR: Bootstrapping Reasoning With Reasoning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5e19c7b-f84e-4546-b05f-ac73e8b3a0b5 · inbound
Refining Answer Distributions for Improved Large Language Model Reasoning STaR: Bootstrapping Reasoning With Reasoning
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 098672e5-dc02-45e7-be75-259d3cc2dafa · inbound
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization STaR: Bootstrapping Reasoning With Reasoning
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 107765b1-5a2d-4ce9-a7db-3360ddbb2ce1 · inbound
The Race to Efficiency: A New Perspective on AI Scaling Laws STaR: Bootstrapping Reasoning With Reasoning
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f87b22f3-26b0-45f2-967e-84107cd1b22e · inbound
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers STaR: Bootstrapping Reasoning With Reasoning
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 615a11fa-8d68-476b-9486-0e5832351751 · inbound
In-situ graph reasoning and knowledge expansion using Graph-PReFLexOR STaR: Bootstrapping Reasoning With Reasoning
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e878eb3-7507-4a76-bb34-33a80df0b2c1 · inbound
Enhancing Generalization in Chain of Thought Reasoning for Smaller Models STaR: Bootstrapping Reasoning With Reasoning
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95bdd860-8339-487c-9e23-35356cc67856 · inbound
T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling STaR: Bootstrapping Reasoning With Reasoning
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85fdba8a-1974-4145-8b1a-fe3bd2773aba · inbound
Pheromone-based Learning of Optimal Reasoning Paths STaR: Bootstrapping Reasoning With Reasoning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e410b0d-eb4e-495a-828c-567b648cb6d6 · inbound
BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation STaR: Bootstrapping Reasoning With Reasoning
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddf7e4dc-309e-4ffb-95fb-87970ca7f8f9 · inbound
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems STaR: Bootstrapping Reasoning With Reasoning
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f5a69afc-cbb8-4a09-b48c-60781bb9f9d4 · inbound
REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing STaR: Bootstrapping Reasoning With Reasoning
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f525c57-5dd2-417b-ad07-854da3f25b12 · inbound
Decomposing Elements of Problem Solving: What "Math" Does RL Teach? STaR: Bootstrapping Reasoning With Reasoning
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 892369a6-b9db-4d93-9e31-b98db6ec58e3 · inbound
Grounded Reinforcement Learning for Visual Reasoning STaR: Bootstrapping Reasoning With Reasoning
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 065ddffa-ba89-4cf2-acc9-631c345c4d9f · inbound
How Much Backtracking is Enough? Exploring the Interplay of SFT and RL in Enhancing LLM Reasoning STaR: Bootstrapping Reasoning With Reasoning
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01f99c58-477e-430c-9f17-9c7f33c41790 · inbound
Intent Factored Generation: Unleashing the Diversity in Your Language Model STaR: Bootstrapping Reasoning With Reasoning
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1b4d621-0bde-440c-91fc-a77119a339dd · inbound
ReasonBridge: Efficient Reasoning Transfer from Closed to Open-Source Language Models STaR: Bootstrapping Reasoning With Reasoning
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76c6fe23-82fe-4fff-ba66-83610b7a47d3 · inbound
Industrial brain: a human-like autonomous neuro-symbolic cognitive decision-making system STaR: Bootstrapping Reasoning With Reasoning
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b968a3c6-2c11-4170-a7fa-977673a0b7ca · inbound
Dr. Boot: Bootstrapping Program Synthesis Language Models to Perform Repairing STaR: Bootstrapping Reasoning With Reasoning
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4708af9c-c2ad-4e8e-9407-de016763c60a · inbound
EvoCurr: Self-evolving Curriculum with Behavior Code Generation for Complex Decision-making STaR: Bootstrapping Reasoning With Reasoning
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95d7fda6-35d8-4310-8b8d-64ed23b3fcc5 · inbound
Hermes 4 Technical Report STaR: Bootstrapping Reasoning With Reasoning
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d30df80-2647-40c6-a5d0-46f29dbe3c45 · inbound
Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic STaR: Bootstrapping Reasoning With Reasoning
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation daa89b09-542d-4f4f-889a-d96fec1ffbfa · inbound
AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives STaR: Bootstrapping Reasoning With Reasoning
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 728028ec-8ede-4f97-8798-83dffd908a50 · inbound
LaV-CoT: Language-Aware Visual CoT with Multi-Aspect Reward Optimization for Real-World Multilingual VQA STaR: Bootstrapping Reasoning With Reasoning
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9e7ed1a1-ebad-46db-b704-620a64301188 · inbound
Painless Activation Steering: An Automated, Lightweight Approach for Post-Training Large Language Models STaR: Bootstrapping Reasoning With Reasoning
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8a6eb81b-8be2-41ec-b027-5b8c37c3bd92 · inbound
SSL4RL: Revisiting Self-supervised Learning as Intrinsic Reward for Visual-Language Reasoning STaR: Bootstrapping Reasoning With Reasoning
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d8ea49d0-e1a8-43a7-ab66-18735a9bbec3 · inbound
Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting STaR: Bootstrapping Reasoning With Reasoning
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbdf2d18-0fcd-47dd-a69d-c5e64652322b · inbound
Who Gets the Reward & Who Gets the Blame? Evaluation-Aligned Training Signals for Multi-LLM Agents STaR: Bootstrapping Reasoning With Reasoning
Reference 2020
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae3794c0-49f1-492c-b743-39e80f1f4ad3 · inbound
Compute-Accuracy Pareto Frontiers for Open-Source Reasoning Large Language Models STaR: Bootstrapping Reasoning With Reasoning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfdcf71d-070c-40df-baa3-9a142d9a57a7 · inbound
A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data STaR: Bootstrapping Reasoning With Reasoning
Reference 261
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a97831fb-6223-4e7c-9989-022308f0174b · inbound
Application-Driven Pedagogical Knowledge Optimization of Open-Source LLMs via Reinforcement Learning and Supervised Fine-Tuning STaR: Bootstrapping Reasoning With Reasoning
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2b071913-6bc2-43b0-bd6a-9e5c34a95649 · inbound
HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering STaR: Bootstrapping Reasoning With Reasoning
Reference 125
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f005a9d1-5511-43ad-8ab9-f825bfc16b38 · inbound
Do Self-Evolving Agents Forget? Capability Degradation and Preservation in Lifelong LLM Agent Adaptation STaR: Bootstrapping Reasoning With Reasoning
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e701b0d5-e014-4fdd-a0bf-32bf6fbd8243 · inbound
PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media STaR: Bootstrapping Reasoning With Reasoning
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7abf555e-b729-4a8c-9e09-2778d07ce7cc · inbound
Bridging the Detection-to-Abstention Gap in Reasoning Models under Insufficient Information STaR: Bootstrapping Reasoning With Reasoning
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cae30c5f-55bd-4e65-9809-77016b0fa686 · inbound
Automating Formal Verification with Reinforcement Learning and Recursive Inference STaR: Bootstrapping Reasoning With Reasoning
Reference 112
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 58d429ef-7582-48da-95e4-9c40e303713d · inbound
CAST: Non-Privileged Clipped Asymmetric Self-Teaching with Advantage Flipping for GRPO STaR: Bootstrapping Reasoning With Reasoning
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 893c8d82-ed23-45eb-9537-763f5a13047b · inbound
Latent Reward Steering: An Adaptive Inference-Time Framework that Implicitly Promotes Cognitive Behaviors in Reasoning LLMs STaR: Bootstrapping Reasoning With Reasoning
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 059f74fa-929e-4c01-9e0f-26a42ca34c2c · inbound
Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection STaR: Bootstrapping Reasoning With Reasoning
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 62a23dee-e4dd-4c7c-8039-48fe40462f59 · inbound
ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning STaR: Bootstrapping Reasoning With Reasoning
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3c8277d7-240f-44e6-aeee-bbf5e83bd5b7 · inbound
q0: Primitives for Hyper-Epoch Pretraining STaR: Bootstrapping Reasoning With Reasoning
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cc27747f-64d0-45c7-a4ba-e5645e9a1539 · inbound
Alpha-RTL: Test-Time Training for RTL Hardware Optimization STaR: Bootstrapping Reasoning With Reasoning
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fc864530-c808-4d59-a8e7-364ccea3522d · inbound
RASFT: Rollout-Adaptive Supervised Fine-Tuning for Reasoning STaR: Bootstrapping Reasoning With Reasoning
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ce642541-dcf8-427c-a219-0b6f70f1ff46 · inbound
Teacher-Free Self-Training Amplifies but Does Not Compound: A Pass@$K$ Crossover on a Free-Verifier Domain STaR: Bootstrapping Reasoning With Reasoning
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ba262c07-4746-42d3-9b1f-53ea440e5244 · inbound
Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients STaR: Bootstrapping Reasoning With Reasoning
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bf8db513-ea18-4d05-ab22-778d6c31c2ff · inbound
Token-Operations-Oriented Inference Optimization Techniques for Large Models STaR: Bootstrapping Reasoning With Reasoning
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e64d0a0e-2dac-4d20-a294-4c6db1de7d35 · inbound
Token-Operations-Oriented Inference Optimization Techniques for Large Models STaR: Bootstrapping Reasoning With Reasoning
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eeb465d2-f5b9-4c93-aa65-cdb29be7fb9c · inbound
Answer Engineering: Local Trajectory Editing for Protocol-Constrained Decision Making in Large Language Models STaR: Bootstrapping Reasoning With Reasoning
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation aedefa56-fbe0-4a64-8029-8ba19e3e09db · inbound
A Verifiable Search Is Not a Learnable Chain-of-Thought STaR: Bootstrapping Reasoning With Reasoning
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation aca80cec-9e8e-4879-8047-9f3d68e290b2 · inbound
Predicate Importance Estimation and Decoupled Rationale-Score Distillation for Entity Alignment STaR: Bootstrapping Reasoning With Reasoning
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3e46aecf-0cf8-4d71-b63f-f1c35633e556 · inbound
The Hitchhiker's Guide to Agentic AI: From Foundations to Systems STaR: Bootstrapping Reasoning With Reasoning
Reference 237
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4e597057-e393-4389-8958-e42466445bd6 · inbound
The Hitchhiker's Guide to Agentic AI: From Foundations to Systems STaR: Bootstrapping Reasoning With Reasoning
Reference 223
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67354744-947c-4b16-8c84-534c775db013 · inbound
A Single Rewrite Suffices: Empirical Lessons from Production Skill Description Optimization STaR: Bootstrapping Reasoning With Reasoning
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0b57a894-9ec3-44c0-97d6-833917e6e1ef · inbound
TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning STaR: Bootstrapping Reasoning With Reasoning
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 96acdead-44b0-49de-b2b1-4c220803133d · inbound
TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning STaR: Bootstrapping Reasoning With Reasoning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a56046dc-e476-42d3-8e4c-51db1b262b62 · inbound
TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning STaR: Bootstrapping Reasoning With Reasoning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80caf142-b748-4707-b813-e00671bcdb7b · inbound
Neuron-Aware Data Selection for Annotation-Free LLM Self-Distillation STaR: Bootstrapping Reasoning With Reasoning
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 94236739-64e4-4465-84ec-8c5cb5f8ea07 · inbound
RL Post-Training Builds Compositional Reasoning Strategies STaR: Bootstrapping Reasoning With Reasoning
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a9c5853f-9068-42f0-8b00-fb7ae44110c8 · inbound
Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops STaR: Bootstrapping Reasoning With Reasoning
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3bcbd7c6-b923-48f4-bb29-5bad160f98c5 · inbound
The Verifier is the Curriculum: Execution-Gated Self-Distillation for Cross-Family Game Generation STaR: Bootstrapping Reasoning With Reasoning
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d707d09-6d39-4dc0-8f9f-d8ecbb16ff40 · inbound
Cura 1T: Specialized Model for Agentic Healthcare STaR: Bootstrapping Reasoning With Reasoning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a99286f-2c1f-4f36-bed8-ea932ceb693b · inbound
Sentence Splitter: Uncovering Latent Factual Structure for Self-Supervised Learning STaR: Bootstrapping Reasoning With Reasoning
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04005985-c066-4551-bb82-cd9ead0da713 · inbound
Search Hardness-Aware LLM-Based Problem Formulation for Expensive Simulation-Driven Design STaR: Bootstrapping Reasoning With Reasoning
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8115288-2739-4d6f-823e-a760abed4ec1 · inbound
Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense STaR: Bootstrapping Reasoning With Reasoning
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 033b29ac-0c7c-4b17-a759-82c8c0d9b50b · inbound
Cybersecurity Detection Classification with Reasoning-enabled Language Models STaR: Bootstrapping Reasoning With Reasoning
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c4ea6e0-ba34-4337-88a8-ad951046ea03 · inbound
The Calibration Floor: Format Repair Can Masquerade as Self-Correction at Small-to-Mid Scale STaR: Bootstrapping Reasoning With Reasoning
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e37b18b6-0199-485d-863f-ee6df588524a · inbound
On-Policy Self-Distillation without Any Supervision STaR: Bootstrapping Reasoning With Reasoning
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.