Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T19:32:01.947256Z
Paper Citation Record · LEDGER
AutoIoT: Automated IoT Platform Using Large Language Models
As of 13 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2411.10665.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
52 of 52 outbound references displayed
- verified exact0
- verified fuzzy28
- unresolved24
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation aa13f362-3fa5-4bae-b7ad-091504f085ee · outbound
This paper cites Sic 2: Securing microcontroller based iot devices with low-cost crypto coprocessors,.
AutoIoT: Automated IoT Platform Using Large Language Models Sic 2: Securing microcontroller based iot devices with low-cost crypto coprocessors,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.765415Z
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 9e5ed4e8-8eef-4827-a1ef-e668fcd0d5a9 · outbound
This paper cites When good becomes evil: Tracking bluetooth low energy devices via allowlist-based side channel and its countermeasure,.
AutoIoT: Automated IoT Platform Using Large Language Models When good becomes evil: Tracking bluetooth low energy devices via allowlist-based side channel and its countermeasure,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.754407Z
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 a6bd34c0-c5e7-4274-abdd-2f7afc2ecb84 · outbound
This paper cites Breaking secure pairing of bluetooth low energy using downgrade attacks,.
AutoIoT: Automated IoT Platform Using Large Language Models Breaking secure pairing of bluetooth low energy using downgrade attacks,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.742144Z
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 4734291e-e9e4-4077-aeac-b0c72602af5f · outbound
This paper cites Riotfuzzer: Companion app assisted remote fuzzing for detecting vulnerabilities in iot devices,.
AutoIoT: Automated IoT Platform Using Large Language Models Riotfuzzer: Companion app assisted remote fuzzing for detecting vulnerabilities in iot devices,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.731365Z
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 7dc9ea34-9629-4fcb-870f-6eeb788c6c24 · outbound
This paper cites Collapse like a house of cards: Hacking building automation system through fuzzing,.
AutoIoT: Automated IoT Platform Using Large Language Models Collapse like a house of cards: Hacking building automation system through fuzzing,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.720309Z
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 c2b0df5a-e52d-42b0-a68d-e125e9f46df0 · outbound
This paper cites A friend’s eye is a good mirror: Synthesizing {MCU} peripheral models from peripheral drivers,.
AutoIoT: Automated IoT Platform Using Large Language Models A friend’s eye is a good mirror: Synthesizing {MCU} peripheral models from peripheral drivers,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.708136Z
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 e2520471-c7a9-4eb1-a902-e31409339d6e · outbound
This paper cites an unresolved cited work.
AutoIoT: Automated IoT Platform Using Large Language Models Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.747951Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69305838-b739-4d77-a532-2b26208ffdd9 · outbound
This paper cites Smartthings.
AutoIoT: Automated IoT Platform Using Large Language Models Smartthings
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.752326Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72d6cc1a-7b26-4cde-aab2-ca341eb1423f · outbound
This paper cites an unresolved cited work.
AutoIoT: Automated IoT Platform Using Large Language Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.756557Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4009994f-81e5-49d1-8ccd-6432b3e686b8 · outbound
This paper cites an unresolved cited work.
AutoIoT: Automated IoT Platform Using Large Language Models Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T19:32:02.673586Z
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 14d7b1e4-1f3a-4801-8bfb-9db7dd17c83f · outbound
This paper cites Automating conflict detection and mitigation in large-scale iot systems,.
AutoIoT: Automated IoT Platform Using Large Language Models Automating conflict detection and mitigation in large-scale iot systems,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.660065Z
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 95df09ce-a48c-47c2-8a2f-c63a539ff6fb · outbound
This paper cites Conflict detection scheme based on formal rule model for smart building systems,.
AutoIoT: Automated IoT Platform Using Large Language Models Conflict detection scheme based on formal rule model for smart building systems,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.648076Z
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 8fe36fc8-8d1b-4ea4-a436-9dca2aa0f1bf · outbound
This paper cites A formal methods-based rule verification framework for end-user programming in campus building automation systems,.
AutoIoT: Automated IoT Platform Using Large Language Models A formal methods-based rule verification framework for end-user programming in campus building automation systems,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.636664Z
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 3c55d4f8-c38e-408f-af31-86ecfb9ced9d · outbound
This paper cites Scalable analysis of interaction threats in iot systems,.
AutoIoT: Automated IoT Platform Using Large Language Models Scalable analysis of interaction threats in iot systems,
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.779842Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e7ded71-04d7-43fd-9ead-a96e618d6c1d · outbound
This paper cites Multi-platform application interaction extraction for iot devices,.
AutoIoT: Automated IoT Platform Using Large Language Models Multi-platform application interaction extraction for iot devices,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.626033Z
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 5e6acf5e-226f-4c0f-bd38-9612f8b918cb · outbound
This paper cites Cross-app interference threats in smart homes: Categorization, detection and handling,.
AutoIoT: Automated IoT Platform Using Large Language Models Cross-app interference threats in smart homes: Categorization, detection and handling,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.615457Z
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 973eb452-7cbd-4b36-a1aa-6281885219a8 · outbound
This paper cites Chart- ing the attack surface of trigger-action iot platforms,.
AutoIoT: Automated IoT Platform Using Large Language Models Chart- ing the attack surface of trigger-action iot platforms,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.604821Z
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 158f9d3f-4327-43ce-b2d5-bcdaf950e58d · outbound
This paper cites Iotguard: Dynamic enforce- ment of security and safety policy in commodity iot,.
AutoIoT: Automated IoT Platform Using Large Language Models Iotguard: Dynamic enforce- ment of security and safety policy in commodity iot,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.593957Z
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 5957e4dd-84ef-437c-ae08-0e9e4809e541 · outbound
This paper cites Understanding and automatically detecting conflicting interactions between smart home iot applications,.
AutoIoT: Automated IoT Platform Using Large Language Models Understanding and automatically detecting conflicting interactions between smart home iot applications,
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.804274Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d8c7058-3f9b-4687-80aa-967dc678ce23 · outbound
This paper cites an unresolved cited work.
AutoIoT: Automated IoT Platform Using Large Language Models Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T19:32:02.581077Z
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 f052be7e-15a9-46c9-80f1-8f093b2893ca · outbound
This paper cites Design and imple- mentation of a framework for smart home automation based on cellular iot, mqtt, and serverless functions,.
AutoIoT: Automated IoT Platform Using Large Language Models Design and imple- mentation of a framework for smart home automation based on cellular iot, mqtt, and serverless functions,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.570405Z
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 5b41451f-490b-40cc-8d32-646018084c38 · outbound
This paper cites Detecting and handling IoT interaction threats in Multi-Platform Multi-Control-Channel smart homes,.
AutoIoT: Automated IoT Platform Using Large Language Models Detecting and handling IoT interaction threats in Multi-Platform Multi-Control-Channel smart homes,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.559347Z
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 31513331-e312-4a74-a8f7-3e9130f3b4ad · outbound
This paper cites Cp-iot: A cross-platform monitoring system for smart home.
AutoIoT: Automated IoT Platform Using Large Language Models Cp-iot: A cross-platform monitoring system for smart home
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.546725Z
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 62e356b5-bced-4e60-bb11-a6c224ed9b97 · outbound
This paper cites an unresolved cited work.
AutoIoT: Automated IoT Platform Using Large Language Models Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T19:32:02.535544Z
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 b0544691-3b71-47a6-8dbb-c68a9da68438 · outbound
This paper cites A cloud-based smart iot platform for personalized healthcare data gathering and monitoring system,.
AutoIoT: Automated IoT Platform Using Large Language Models A cloud-based smart iot platform for personalized healthcare data gathering and monitoring system,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.525294Z
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 dd8dd2a5-7d82-4abb-ad70-e0e320810352 · outbound
This paper cites Tbac: A tokoin-based accountable access control scheme for the internet of things,.
AutoIoT: Automated IoT Platform Using Large Language Models Tbac: A tokoin-based accountable access control scheme for the internet of things,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.514464Z
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 6623838b-cd8e-474f-b17b-02dca0d6d9e3 · outbound
This paper cites Extracting spatial infor- mation of iot device events for smart home safety monitoring,.
AutoIoT: Automated IoT Platform Using Large Language Models Extracting spatial infor- mation of iot device events for smart home safety monitoring,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.503292Z
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 dd68f880-a2f3-4fb7-943b-04bc9005c32f · outbound
This paper cites Iotsafe: Enforcing safety and security policy withreal iot physical interaction discovery,.
AutoIoT: Automated IoT Platform Using Large Language Models Iotsafe: Enforcing safety and security policy withreal iot physical interaction discovery,
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.842450Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d1ce055-9325-4a6f-8056-2a75fd7209ee · outbound
This paper cites Command- fence: A novel digital-twin-based preventive framework for securing smart home systems,.
AutoIoT: Automated IoT Platform Using Large Language Models Command- fence: A novel digital-twin-based preventive framework for securing smart home systems,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.485717Z
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 ce8cfb39-b749-4f2c-9316-a1136f6242de · outbound
This paper cites A survey on conflict detection in iot-based smart homes,.
AutoIoT: Automated IoT Platform Using Large Language Models A survey on conflict detection in iot-based smart homes,
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.474529Z
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 de7dfdd5-ebef-463a-91ff-9ef39a54b1aa · outbound
This paper cites A model checking-based security analysis framework for iot systems,.
AutoIoT: Automated IoT Platform Using Large Language Models A model checking-based security analysis framework for iot systems,
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.463649Z
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 2945a00a-7f8c-4d06-be4f-5fab3193688c · outbound
This paper cites A Survey of Large Language Models.
AutoIoT: Automated IoT Platform Using Large Language Models A Survey of Large Language Models
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.860562Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6704ebcd-5e6d-49b0-ba97-842ce5640b48 · outbound
This paper cites If LLMs Would Just Look: Simple Line-by-line Checking Improves Vulnerability Localization.
AutoIoT: Automated IoT Platform Using Large Language Models If LLMs Would Just Look: Simple Line-by-line Checking Improves Vulnerability Localization
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.865355Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e50f0e7-4b10-4e95-b2d0-f9dba9891145 · outbound
This paper cites A survey of data augmentation approaches for nlp,.
AutoIoT: Automated IoT Platform Using Large Language Models A survey of data augmentation approaches for nlp,
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.452612Z
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 8623c3d6-c8fd-4842-9d98-45af90b8a1d0 · outbound
This paper cites Low-code LLM: Graphical User Interface over Large Language Models.
AutoIoT: Automated IoT Platform Using Large Language Models Low-code LLM: Graphical User Interface over Large Language Models
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.880381Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce9a04ae-274c-4bf2-8b8b-5b4791c50cf4 · outbound
This paper cites Using an llm to help with code understanding,.
AutoIoT: Automated IoT Platform Using Large Language Models Using an llm to help with code understanding,
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.441935Z
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 ea23676f-1b9a-44fd-b841-afc9d150f6c6 · outbound
This paper cites 3d-llm: Injecting the 3d world into large language models,.
AutoIoT: Automated IoT Platform Using Large Language Models 3d-llm: Injecting the 3d world into large language models,
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.893422Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a41cbb84-fcc8-46a8-8975-2d9386f6442d · outbound
This paper cites Large language models (llm) and chatgpt: what will the impact on nuclear medicine be?.
AutoIoT: Automated IoT Platform Using Large Language Models Large language models (llm) and chatgpt: what will the impact on nuclear medicine be?
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.424355Z
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 153b53d0-307d-4d38-8709-fe8f6ba32cbc · outbound
This paper cites On protecting the data privacy of large language models (llms): A survey,.
AutoIoT: Automated IoT Platform Using Large Language Models On protecting the data privacy of large language models (llms): A survey,
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.413169Z
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 51d779f0-571e-4531-bfd2-0908ea6ca434 · outbound
This paper cites A survey on large language model (llm) security and privacy: The good, the bad, and the ugly,.
AutoIoT: Automated IoT Platform Using Large Language Models A survey on large language model (llm) security and privacy: The good, the bad, and the ugly,
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.909599Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79464991-0fb2-41ab-80cf-62907761878c · outbound
This paper cites ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees.
AutoIoT: Automated IoT Platform Using Large Language Models ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.913661Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation deaafab7-3ac2-4e77-9659-5affececf57a · outbound
This paper cites On Protecting the Data Privacy of Large Language Models (LLMs): A Survey.
AutoIoT: Automated IoT Platform Using Large Language Models On Protecting the Data Privacy of Large Language Models (LLMs): A Survey
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.905070Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b4396e5-b555-4f99-a326-d9b18bb0e51c · outbound
This paper cites Elements of a prompt.
AutoIoT: Automated IoT Platform Using Large Language Models Elements of a prompt
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.391628Z
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 aff9d885-6b9b-4828-a5fe-ccc5f5cf017f · outbound
This paper cites Prompt engineering with chatgpt: a guide for academic writers,.
AutoIoT: Automated IoT Platform Using Large Language Models Prompt engineering with chatgpt: a guide for academic writers,
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.926574Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df3d4f72-3b31-47b1-a5a0-4751410f1dbd · outbound
This paper cites Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond.
AutoIoT: Automated IoT Platform Using Large Language Models Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.917723Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12952912-1d02-44e4-9b72-cce0dba8f383 · outbound
This paper cites an unresolved cited work.
AutoIoT: Automated IoT Platform Using Large Language Models Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T19:32:02.359599Z
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 c1705aca-05cc-43a5-8e00-378e3979de0d · outbound
This paper cites an unresolved cited work.
AutoIoT: Automated IoT Platform Using Large Language Models Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T19:32:02.346206Z
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 65dd9bcf-956c-41eb-b358-ea9d666703c9 · outbound
This paper cites International.
AutoIoT: Automated IoT Platform Using Large Language Models International
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T19:32:02.372249Z
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 b7cfb544-f6a2-42f4-861e-a109b7f002da · outbound
This paper cites an unresolved cited work.
AutoIoT: Automated IoT Platform Using Large Language Models Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T19:32:02.303994Z
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 1ba0d265-6889-47eb-8117-70e2bc8c615e · outbound
This paper cites an unresolved cited work.
AutoIoT: Automated IoT Platform Using Large Language Models Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T19:32:02.330183Z
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 eed50a99-2ff3-43e7-a49f-eb717fb0eae9 · outbound
This paper cites A Survey of Data Augmentation Approaches for NLP.
AutoIoT: Automated IoT Platform Using Large Language Models A Survey of Data Augmentation Approaches for NLP
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:32:01.875047Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcadbe28-a0cc-47db-80e9-31f2127e1e6f · outbound
This paper cites Available: https://doi.org/10.1145/3597503.3639187.
AutoIoT: Automated IoT Platform Using Large Language Models Available: https://doi.org/10.1145/3597503.3639187
Reference 2024
- Resolution
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