Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T21:24:07.341611Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 2 inbound Pith citation observations for arXiv:2508.08790.
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 2026-08-05T21:24:07.341611Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T21:22:49.391997Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T21:22:49.500664Z
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 72d3ced4-0f45-42fd-8a55-ade0ee28a5f2 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Program Synthesis with Large Language Models
Reference 1
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Observation 062bc058-e97d-4ed3-9ccb-cc354ed61aa0 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Constitutional AI: Harmlessness from AI Feedback
Reference 2
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Observation ff7d31e0-23c7-4a4f-912f-3951c5959e17 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Unresolved cited work
Reference 3
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Observation 38bf9f33-7847-49bc-9c65-8abb91851c49 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Evaluating Large Language Models Trained on Code
Reference 4
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Observation f22bd7da-51aa-44d2-8908-8efb394927fc · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation MUC-4 evaluation metrics
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ea09e766-600f-4926-bc16-badec024167f · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Training Verifiers to Solve Math Word Problems
Reference 6
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Observation 0820f5d6-a825-456d-9cf2-903dc8a90b39 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Gemini 2.5: Pushing the fron- tier with advanced reasoning, multimodality, long context, and next generation agentic capabilities,
Reference 7
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Observation 836087a9-5729-4087-bb77-95e523827e90 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Unresolved cited work
Reference 8
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Observation 1ef1ae86-1d30-4ee8-ab60-37b841645fb2 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Toolkengpt: Augmenting frozen language models with massive tools via tool embeddings
Reference 9
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Observation a7db0457-94eb-49fa-b07c-c9e984a2fcd5 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Measuring massive multitask language understanding
Reference 10
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Observation fef0d2a2-db35-46cf-a4e7-b2d825879882 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Measuring mathematical problem solving with the MATH dataset
Reference 11
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Observation 0bdaea96-8c3d-40f9-9a73-9a3cfd1a0c6f · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models
Reference 12
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Observation 4f133bc7-575b-4fed-a0e6-b1a12f04dfe3 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization
Reference 13
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Observation ed57e453-7c2f-45db-bdf3-66519d3fd69f · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Unresolved cited work
Reference 14
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cdfab46a-e097-4042-84eb-e7a3d43780cf · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Controlllm: Augment language models with tools by searching on graphs
Reference 15
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Observation 8627508d-fe59-4ed2-8c97-46fd33e59fb7 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Inference-time scaling for generalist reward modeling
Reference 16
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Observation 881ac3d2-2750-4bcb-b5ac-a6569ef52883 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation GPT-4 Technical Report
Reference 17
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Observation 549b8745-db0b-4490-9861-5200df48661a · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Metatool benchmark for large language models: Deciding whether to use tools and which to use
Reference 18
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Observation 58fe3dc1-fb91-4afd-bad5-8e033f2d8778 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation ToolRL: Reward is All Tool Learning Needs
Reference 19
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Observation 6e06b5b2-a030-43d0-87f9-580dfc2ad26f · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Toolllm: Facilitating large language models to master 16000+ real-world apis
Reference 20
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Observation c3a315b6-b585-4312-b13b-84f168e0ae0a · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bc6bf703-bbb0-4ed9-b952-4d270b70d2b8 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation ART: Automatic multi-step reasoning and tool-use for large language models
Reference 22
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Observation de04b99c-1237-4c7b-8b84-d70ea5ad57b8 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 23
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Observation 5c102afb-d2ba-4e25-801e-19dae8520919 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Toolformer: Language models can teach themselves to use tools
Reference 24
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a22e02bd-49cd-447f-99bd-2c323ce060ed · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 26
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Observation e5a9a784-712c-4c2f-9a72-cd4a7d233b3c · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Tool learning with large language models: a survey
Reference 27
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Observation 3e4f44cb-40d4-40cc-86d7-1a36ce47484c · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation RestGPT: Connecting Large Language Models with Real-World RESTful APIs
Reference 28
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Observation 4b1fefc4-487d-4452-bd8c-7354f6621ba5 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Le, Ed H
Reference 29
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Observation 45fc2b2c-2822-434d-afdf-f36a38321946 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
Reference 30
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Observation 0ecfd76b-3e60-4447-8f15-56fc16c42836 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Introducing claude 4, 2025
Reference 31
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Unavailable: canonical work link unavailable.
Observation df744409-35a8-44c9-9e8a-2179072b60a3 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Appworld: A controllable world of apps and people for benchmarking interactive coding agents
Reference 32
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Unavailable: canonical work link unavailable.
Observation e5baa48e-f71b-4548-866c-a7ea449f56b2 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Hybridflow: A flexible and efficient RLHF framework
Reference 33
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Unavailable: canonical work link unavailable.
Observation 3ab65ae6-fdb6-403b-b831-028de67d4659 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation The rise and potential of large language model based agents: a survey
Reference 34
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Unavailable: canonical work link unavailable.
Observation 5cdd817c-44cb-42a3-a65f-2e5d34e417f6 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation RestGPT: Connecting Large Language Models with Real-World RESTful APIs
Reference 35
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Unavailable: canonical work link unavailable.
Observation 6dd69682-cfa9-4249-9239-8d326e2e8e48 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
Reference 37
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Unavailable: canonical work link unavailable.
Observation a50ae62a-68af-4a3f-8fbd-55fea55ee34c · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Narasimhan, and Yuan Cao
Reference 38
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Observation 26c992d7-5137-42a1-85a5-18cc165d771e · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Narasimhan
Reference 39
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9f7e59fd-933a-4276-80b3-b24283abc30f · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Toolgen: Unified tool retrieval and calling via generation
Reference 40
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Observation d9ac1b26-6679-4255-9f72-8c825430be0d · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Rotbench: A multi- level benchmark for evaluating the robustness of large language models in tool learning
Reference 41
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Unavailable: canonical work link unavailable.
Observation c7c33443-dde3-4632-a97c-7d83818fbab5 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Qwen2.5 Technical Report
Reference 42
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Observation f9d3738a-5913-4138-8af2-16fb713cfa63 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models
Reference 43
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Observation 68343f4f-6211-4529-a9ba-6b21c96e61dd · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Qwen3 Technical Report
Reference 44
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Observation 5d9fefae-a3a1-4bea-a36d-5a326b8e7de5 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Tl-training: A task-feature-based framework for training large language models in tool use
Reference 45
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 11918eaa-85da-4812-8af5-86bb51210827 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation StepTool: Enhancing Multi-Step Tool Usage in LLMs via Step-Grained Reinforcement Learning
Reference 46
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Observation e6063efe-068b-4e87-b5ff-a213379dd495 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training
Reference 47
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Observation 8569707e-cfdd-4764-b55d-a9d671be3832 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Toolsword: Unveiling safety issues of large language models in tool learning across three stages
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b6036e3e-6469-433f-976b-2c1c4ed7bb79 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Toolqa: A dataset for LLM question answering with external tools
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 72f010fe-0a2e-48e6-aaca-2458802cf55b · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation political_figure
Reference 50
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c92f98d-820e-4d04-bbda-ebeef4bd28f2 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Toolhop: A query-driven benchmark for evaluating large language models in multi-hop tool use
Reference 52
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Observation eaa52a73-253e-4482-a0ee-d02d72c6178f · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Tooleyes: Fine-grained evaluation for tool learning capabilities of large language models in real-world scenarios
Reference 54
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Observation 6c151bfb-0482-4346-9966-4d2a8438773b · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Opennovelty: An llm-powered agentic system for verifiable scholarly novelty assessment
Reference 58
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Observation 9201c40f-ebfe-4f69-963c-c1f9072a8151 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Unresolved cited work
Reference 435
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Observation 46e8c7d6-48b7-4fb8-bce2-c580fc9d192b · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Proximal Policy Optimization Algorithms
Reference 2017
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Observation 288a4bcf-8125-4f53-bb72-6686a34efeca · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Unresolved cited work
Reference 2021
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Observation 55687e44-0335-4f2a-8f4a-b8aba726815b · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models
Reference 2023
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Observation a7052a55-1951-47fc-98e7-b3fe8b157a3e · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation URL https://doi.org/10.18653/v1/2024.acl-l ong.119
Reference 2024
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Observation f053f76c-84ca-4c06-8704-21dd8668d5a3 · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Unresolved cited work
Reference 2025
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Observation f28b68bc-7401-43b3-b219-b19c126b9dcc · outbound
ReQuestNet: A Foundational Learning model for Channel Estimation Unresolved cited work
Reference 2211
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Observation 85d3a807-2b0a-46e4-b805-acc3608969c6 · inbound
Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance ReQuestNet: A Foundational Learning model for Channel Estimation
Reference 1
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3e3dbe03-7d82-4a21-a7df-5adc94d94cfa · inbound
Diffusion-Based Noise-Adaptive Null-Space Channel Estimation for OFDM Systems ReQuestNet: A Foundational Learning model for Channel Estimation
Reference 42
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Unavailable: canonical work link unavailable.