Paper Citation Record · LEDGER

Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2405.10825.

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

pith.paper-citation-record.v1
2405.10825 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:08:53.169495Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T18:46:07.664066Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 090e0685-f51d-4fcd-85b9-b182e529e217 · inbound

Constraint-Compliant Network Optimization through Large Language Models cites this paper.

Constraint-Compliant Network Optimization through Large Language Models Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T22:08:53.169495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1605a30f-c234-4160-a30c-b91913784991 · inbound

Leveraging Multi-Agent System (MAS) and Fine-Tuned Small Language Models (SLMs) for Automated Telecom Network Troubleshooting cites this paper.

Leveraging Multi-Agent System (MAS) and Fine-Tuned Small Language Models (SLMs) for Automated Telecom Network Troubleshooting Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T00:32:58.432919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44a1e844-71ef-4e57-b80f-8a207c5de2df · inbound

LLM-Steered Power Allocation for Parallel QPSK-AWGN Channels cites this paper.

LLM-Steered Power Allocation for Parallel QPSK-AWGN Channels Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:46:07.667368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7e909ff2-2b40-4b2b-a182-bba74ce2b3cb · inbound

Agentic-V2X: Small Language Model Agents for Deadline-Aware V2X Scheduling in 5G/6G Networks cites this paper.

Agentic-V2X: Small Language Model Agents for Deadline-Aware V2X Scheduling in 5G/6G Networks Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T20:20:49.433107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.