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Paper Citation Record · LEDGER

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization

As of 21 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2505.15835.

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

pith.paper-citation-record.v1
2505.15835 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:55:34.231738Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

66 of 66 outbound references displayed

  • verified exact1
  • verified fuzzy33
  • unresolved32
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06cf7ef6-aacf-4d8e-8047-8b7e736fbb37 · outbound

This paper cites Machine learning based indoor localization using wi-fi rssi fingerprints: An overview,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Machine learning based indoor localization using wi-fi rssi fingerprints: An overview,

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1e47f120-5bd9-4510-a35d-9bcd55c4e16b · outbound

This paper cites A survey on indoor positioning systems for iot-based applications,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization A survey on indoor positioning systems for iot-based applications,

Reference 2

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no resolver link, observed 2026-08-15T20:55:33.988102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 03bb2ff7-5060-43bb-bbca-8805e4b068e0 · outbound

This paper cites A review of pedestrian indoor positioning systems for mass market applications,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization A review of pedestrian indoor positioning systems for mass market applications,

Reference 3

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raw_fallback, observed 2026-08-15T20:55:35.580200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 10f06424-b296-47aa-b2ea-341c258f8699 · outbound

This paper cites A survey of problems and approaches in wireless-based indoor positioning,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization A survey of problems and approaches in wireless-based indoor positioning,

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.568316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:33.996264Z digest=sha256:770986c3ba1566d106645dec89dfac05e30f9cf29270671447c166eacfd3098c

Observation 5f777eb5-b023-4dc5-9629-715b750b923b · outbound

This paper cites A survey of active and passive in- door localisation systems,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization A survey of active and passive in- door localisation systems,

Reference 5

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raw_fallback, observed 2026-08-15T20:55:35.555968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:33.999989Z digest=sha256:e5a2091f779c31aac4ef845f3f46704ed7801e7c0f745394db151770a6e6a32b

Observation d35740a7-fcdf-4fd7-8c0b-6f4b2ccb1080 · outbound

This paper cites A survey on ubiquitous wifi-based indoor localization system for smartphone users from implementation per- spectives,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization A survey on ubiquitous wifi-based indoor localization system for smartphone users from implementation per- spectives,

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.003664Z digest=sha256:db002403c1e77f1abaecacf5fa2540425142c8b49058cf636256b95b089da3a2

Observation f4fd62f3-76cb-4c0a-9398-f6283d132b90 · outbound

This paper cites Wi-fi-based real-time uav localization: A comparative analysis between rssi-based and ftm-based approaches,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Wi-fi-based real-time uav localization: A comparative analysis between rssi-based and ftm-based approaches,

Reference 7

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.532920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.007741Z digest=sha256:c071b9b4f77e3156236ebe8b99582185012ef9c694235c832ba6a9683163fd16

Observation 3ab9de18-32ee-48f8-b3b5-1c3af83006e7 · outbound

This paper cites A survey of indoor localization systems and technologies,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization A survey of indoor localization systems and technologies,

Reference 8

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unresolved
no resolver link, observed 2026-08-15T20:55:34.011685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.011685Z digest=sha256:cc36b7b5d2281efccd8647ce1b67873fc26f0f6a078afd06a92c6b38aea78f56

Observation 592c272f-aa13-4a6d-9b7c-f9a2ce2e0a20 · outbound

This paper cites Exposing the csi: A systematic investigation of csi-based wi-fi sensing capabilities and limitations,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Exposing the csi: A systematic investigation of csi-based wi-fi sensing capabilities and limitations,

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.515581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.015373Z digest=sha256:c03cc8f094b2e58a6e1a4701b90c3d0670b72c5e6db703202b0a2c4e60841da9

Observation c53fdb4c-f8d8-419a-832b-b3e117ec04e9 · outbound

This paper cites A survey of machine learning for indoor positioning,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization A survey of machine learning for indoor positioning,

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.504295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.019067Z digest=sha256:b5bfdfb37af44851ab683b07bed8b715786a02709d36a1700746e4aca3f69e44

Observation 8d6f9a89-9786-4c1f-8ef8-dcdb9f699956 · outbound

This paper cites An empirical comparison of techniques for handling incom- plete data using decision trees,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization An empirical comparison of techniques for handling incom- plete data using decision trees,

Reference 11

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raw_fallback, observed 2026-08-15T20:55:35.492575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.022720Z digest=sha256:0c4c10d5cbc278b6c45e4494ef7b768d90f53eaa0dc4f6bd9f24b9eec0c81857

Observation 1771279b-e430-45d7-8eb5-f03151e36fc9 · outbound

This paper cites Attention is all you need,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Attention is all you need,

Reference 12

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no resolver link, observed 2026-08-15T20:55:34.026327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.026327Z digest=sha256:f5aa1966021c81345297572da96019f8485bafde0d321d29c02ff08247af153c

Observation 97657eee-8562-4f58-bb5a-7216c9c41652 · outbound

This paper cites How multilingual is Multilingual BERT?.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization How multilingual is Multilingual BERT?

Reference 13

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unresolved
no resolver link, observed 2026-08-15T20:55:34.029898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.029898Z digest=sha256:c911453436a2d809246f5602e095764e05fbc197b82b57ac4b7bb3ff7beeeb9b

Observation 78d45002-6087-4d77-a08d-623cff84cef9 · outbound

This paper cites Dolphingemma: How google ai is helping decode dolphin communica- tion,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Dolphingemma: How google ai is helping decode dolphin communica- tion,

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.475173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d2acb92a-81a2-4f89-8a20-8082cdca72a1 · outbound

This paper cites How can time series analysis bene- fit from multiple modalities? a survey and outlook,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization How can time series analysis bene- fit from multiple modalities? a survey and outlook,

Reference 15

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no resolver link, observed 2026-08-15T20:55:34.037961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.037961Z digest=sha256:93d22c7a9cc2ab9e6440ba2cc6c717159c5c7d4e02b8062b6b99ad16c23293b0

Observation cf0815d2-a29a-4493-a377-b476195e3628 · outbound

This paper cites Does chatgpt generate accessible code? investigating accessibility challenges in llm-generated source code,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Does chatgpt generate accessible code? investigating accessibility challenges in llm-generated source code,

Reference 16

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no resolver link, observed 2026-08-15T20:55:34.041525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.041525Z digest=sha256:49af33a2288603e8d0d8e5a50e2a3cb9c7a6bfbc4d3cecddfec5521a827d1068

Observation d2b3f597-f112-4e73-a133-d358ee257cdd · outbound

This paper cites Indoor ranging and localisation algorithm based on received signal strength indicator using statistic parameters for wireless sensor networks,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Indoor ranging and localisation algorithm based on received signal strength indicator using statistic parameters for wireless sensor networks,

Reference 17

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.463559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.045216Z digest=sha256:29d557b4b5ea3fc10d98ffa99741311fab9669490864cb90a02de300c70a190c

Observation f894d2ad-1568-4a28-8260-8849a4fa227d · outbound

This paper cites Rssi based localization scheme in wireless sensor networks: A survey,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Rssi based localization scheme in wireless sensor networks: A survey,

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.452333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.049056Z digest=sha256:9f27afadac2aba6ff3bb4c0b14350ea555d987794b1583c37cafb4b8cb51b7ff

Observation 20273951-9bdb-4b33-9e7c-1db511d56a42 · outbound

This paper cites Wireless rssi fingerprinting localization,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Wireless rssi fingerprinting localization,

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.441438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.052796Z digest=sha256:1a17ca6e3c141619985f877253a474d24626b307c48b165e2cfcfa2e5f673a52

Observation 71187dc4-b9fd-4532-9b35-83b4367c52f6 · outbound

This paper cites Machine learning based indoor localization using wi-fi rssi fingerprints: An overview,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Machine learning based indoor localization using wi-fi rssi fingerprints: An overview,

Reference 20

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unresolved
no resolver link, observed 2026-08-15T20:55:34.056562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.056562Z digest=sha256:51b10c00c69df458d3a234d1fc3f9300e365bbbb69b23fe1091a0a996a2fe38d

Observation 439ee3f2-1741-4d96-bfd6-9c6bd5985c5c · outbound

This paper cites The microsoft indoor localization competition: Experiences and lessons learned,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization The microsoft indoor localization competition: Experiences and lessons learned,

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.425243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.060172Z digest=sha256:798a34b6b0a28eaffdb28b4a985ef2b060137fe249b6ff2f48359aa8fcbe52c4

Observation 1112050e-c954-4a3b-93d0-9de4e46de0bb · outbound

This paper cites Fine time measurement for the internet of things: A practical approach using esp32,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Fine time measurement for the internet of things: A practical approach using esp32,

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.414791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.063809Z digest=sha256:4c7694c9e043e200908c156a91bb13dc9567af9fc74b93a9b7bd574639c1e67c

Observation 4f89e457-c973-4a79-88c6-80bc38e19041 · outbound

This paper cites Verification: Accuracy evaluation of wifi fine time measurements on an open platform,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Verification: Accuracy evaluation of wifi fine time measurements on an open platform,

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.404281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.067547Z digest=sha256:92be19f89437390c3020b9e806acda0c6a6e201db2167d7be9b092f2a796d754

Observation 8efb8251-9249-4899-b0b2-7ac81561cdda · outbound

This paper cites Comparison of 2.4 ghz wifi ftm-and rssi-based indoor posi- tioning methods in realistic scenarios,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Comparison of 2.4 ghz wifi ftm-and rssi-based indoor posi- tioning methods in realistic scenarios,

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.393297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.071221Z digest=sha256:961c6badbde7ab4abd8654f0f8d3836f3da050a344a982bdbe2f280b5afe4c9e

Observation 028ece56-0086-4b24-9faf-94e436abeb6e · outbound

This paper cites Accurate indoor localization with zero start-up cost,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Accurate indoor localization with zero start-up cost,

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.381719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.074701Z digest=sha256:8e40fce59172bd3271946bf533d209366e69da008ec9ea84becc678705181906

Observation da543df6-f0b8-44fa-9750-e8f87ae868e7 · outbound

This paper cites {ArrayTrack}: A{Fine-Grained}indoor location system,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization {ArrayTrack}: A{Fine-Grained}indoor location system,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.370517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.078293Z digest=sha256:7962e5eb7bcd09a6ed6afb577bc75e5ff3ccf3beab65c303fcfa39240bc88d91

Observation 6be91c94-778f-467c-ab0a-1c092f972f27 · outbound

This paper cites Spotfi: Decimeter level localization using wifi,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Spotfi: Decimeter level localization using wifi,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T20:55:34.081889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.081889Z digest=sha256:8706e050a90f7e8b6db802f4daf353cab94be9dc8bc27861a69f5477861fa057

Observation 70c64a71-bb51-426f-9130-b2cb9f1c5477 · outbound

This paper cites Enabling phased array signal processing for mobile wifi devices,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Enabling phased array signal processing for mobile wifi devices,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.359055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.085434Z digest=sha256:1b56d691b81a654664debc780e8f3ce063411e26d38039dde66163bfed99352f

Observation 1c1fa5a9-3257-4771-b0ea-fa67465b9057 · outbound

This paper cites Estimation of signal parameters via rotational invariance techniques-esprit,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Estimation of signal parameters via rotational invariance techniques-esprit,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.348639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.089035Z digest=sha256:ce81379c21e084364586489921a269657460f6073e638e7da8243664b230b021

Observation b8b4d0a6-ffbe-4bda-b7a2-4b73fbfc815b · outbound

This paper cites Esp32 series datasheet,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Esp32 series datasheet,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.338066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.092802Z digest=sha256:52492c00f1f4dac64d86134bc1f4ff08b7bb9a60cd0358f233901aacfc4c6d32

Observation 26eac558-e962-4567-bd1c-c0b3d2ef14dd · outbound

This paper cites Raspberry pi documentation,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Raspberry pi documentation,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.327033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.096245Z digest=sha256:63e4fcc2dd8df7e615003b6f8a76ee7c0cfd5a276a2695f069f8b9c7e1a3abca

Observation 5b031ab5-7068-49f6-ba9f-8672f8d8e7a3 · outbound

This paper cites Are decoder-only language models better than encoder-only language models in understanding word meaning?.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Are decoder-only language models better than encoder-only language models in understanding word meaning?

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.314801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.099737Z digest=sha256:983e889d77977c99c8fcbcd2a056e5adea36422152a7b64c69023d72800f45ff

Observation 9cc275fb-7424-4e43-b3e9-5a407f17687a · outbound

This paper cites BERT: A Review of Applications in Natural Language Processing and Understanding.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization BERT: A Review of Applications in Natural Language Processing and Understanding

Reference 33

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unresolved
no resolver link, observed 2026-08-15T20:55:34.103026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.103026Z digest=sha256:bf6ae7f5845963e98e936ebaa7d6c818f04172f5fa40974420f66a6d03f6f3e2

Observation 2210d325-0e32-40f9-9328-917975fa2452 · outbound

This paper cites Mining limited data sufficiently: A bert-inspired approach for csi time series application in wireless communication and sensing,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Mining limited data sufficiently: A bert-inspired approach for csi time series application in wireless communication and sensing,

Reference 34

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no resolver link, observed 2026-08-15T20:55:34.107035Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.107035Z digest=sha256:a70dd9dc46817a53afc2dd6657df99244f9ff5b6c604f1f559bd64125929bba6

Observation a798b53b-65c5-446a-94d0-98ceac089e6a · outbound

This paper cites Bert (bidirectional encoder representations from transformers) for missing data imputation in solar irradiance time series,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Bert (bidirectional encoder representations from transformers) for missing data imputation in solar irradiance time series,

Reference 35

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raw_fallback, observed 2026-08-15T20:55:35.303877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.111298Z digest=sha256:d89392f20038acea852098dac6748ccc1daab7fa2265d4231e7121cacc3385be

Observation 696bb49e-1993-4f97-91e6-dc8fa9f1c010 · outbound

This paper cites GPT-4 Technical Report.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization GPT-4 Technical Report

Reference 36

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source=pdf_text observed=2026-08-15T20:55:34.115203Z digest=sha256:fb6c25716429537aab5d720bfa2d48d9372b5164fccbbd1dd4e5012e0db64f89

Observation 28ccce8f-90c1-4122-b379-5124a303afdd · outbound

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

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization LLaMA: Open and Efficient Foundation Language Models

Reference 37

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source=pdf_text observed=2026-08-15T20:55:34.119060Z digest=sha256:1aef6a3c9a0405bd6b3c7db95fb608595780fc25b7be2cf6b6213a916f948d43

Observation 61f862ee-352e-4a3e-ba98-3759f169b5c0 · outbound

This paper cites Netllm: Adapting large language models for networking,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Netllm: Adapting large language models for networking,

Reference 38

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source=pdf_text observed=2026-08-15T20:55:34.122768Z digest=sha256:506e42e28756f04c927d51ccedadac045901ec2edb72bb08598dec65e1d4098f

Observation 7114263e-0b87-41da-9113-f7a139e71754 · outbound

This paper cites WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence

Reference 39

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.126199Z digest=sha256:e713fadbbdf9f92cbee71f3300439e08d1ff8cdecc468e651387ce10f03f7e8f

Observation c56a1c99-8294-4816-8c15-51a0eacc6ea6 · outbound

This paper cites Large language models can be zero-shot anomaly detectors for time series?.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Large language models can be zero-shot anomaly detectors for time series?

Reference 40

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no resolver link, observed 2026-08-15T20:55:34.130106Z

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source=pdf_text observed=2026-08-15T20:55:34.130106Z digest=sha256:1fb45e074bb15cde7679853bc8693ed37aa5a54cb06e26ec2ee160f63189efec

Observation 475f4a9d-5043-44c1-8cdf-de7c0ab1c9f4 · outbound

This paper cites Finding the missing data: A bert-inspired approach against package loss in wireless sensing,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Finding the missing data: A bert-inspired approach against package loss in wireless sensing,

Reference 41

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source=pdf_text observed=2026-08-15T20:55:34.134255Z digest=sha256:793af0e0682663d11bdafa65bfd5ab8a8b2525193cc629fce6eaf268b82a6b61

Observation 6b4728f0-52b4-470d-9bee-0d088ed7f259 · outbound

This paper cites Understanding localization by a tailored gpt,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Understanding localization by a tailored gpt,

Reference 42

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.138242Z digest=sha256:b28c6ee1961218bcab4a64d43c562a6d52976ddefa8df6a9ab64de9311ad0043

Observation 78e125e8-48ae-4254-ab5e-20737886e7b8 · outbound

This paper cites From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples

Reference 43

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T20:55:34.142006Z digest=sha256:c6c5d542e765c4d373b0e68f72ef7ead04c720f67515623ca0db10f5500e8bff

Observation 8a365d16-84cc-48db-81cb-d73a532e551a · outbound

This paper cites Understanding LLM Embeddings for Regression.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Understanding LLM Embeddings for Regression

Reference 44

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no resolver link, observed 2026-08-15T20:55:34.145988Z

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source=pdf_text observed=2026-08-15T20:55:34.145988Z digest=sha256:eff633b69d40f23d808ab16b3bf27ae1682d8157d0e0ce00d84a97b3e289ac6f

Observation 19ba5e07-0ab9-4321-bd31-a20ff51bb177 · outbound

This paper cites Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence

Reference 45

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source=pdf_text observed=2026-08-15T20:55:34.149964Z digest=sha256:95ce43436f1f3f27ad0e1833330b255cc8c5741b807484821a65cc478cfaee4c

Observation 9459f136-cac6-472e-ac6d-fb5a88f5505f · outbound

This paper cites Large Language Model Alignment: A Survey.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Large Language Model Alignment: A Survey

Reference 46

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source=pdf_text observed=2026-08-15T20:55:34.153831Z digest=sha256:c1ccc78b132430503429a0d90500b0dab5404f2d5d4a1bf62429bc4b5a4c4449

Observation 4d491606-998b-4749-9ad3-6971c316ef82 · outbound

This paper cites Llama-3.2-1b-instruct-bf16,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Llama-3.2-1b-instruct-bf16,

Reference 47

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.292324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.157793Z digest=sha256:6accbe94d1608ff8d252926da497630aebd6829803a11493d3d937888ad6224c

Observation 524cafcc-a6e9-4207-aa44-9b1da076a3da · outbound

This paper cites Llama-3.2-3b-bf16,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Llama-3.2-3b-bf16,

Reference 48

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.280941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.161958Z digest=sha256:0aebe9e3f877d5a167a6d74766b4932eba5d7b20be56cfeedee8735f4e590c64

Observation 497b7c01-ed21-4592-a5f2-405d75d9c106 · outbound

This paper cites Deephermes-3-llama-3-8b-preview-bf16,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Deephermes-3-llama-3-8b-preview-bf16,

Reference 49

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.269526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.165535Z digest=sha256:2bdb5271e2de3b30b49e17dee2a17ed2a1c4e3d256b99ff740a0f4cd83de517d

Observation 68102d00-2779-4052-95ab-cd2fc629496f · outbound

This paper cites LLaMA Beyond English: An Empirical Study on Language Capability Transfer.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Reference 50

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source=pdf_text observed=2026-08-15T20:55:34.169145Z digest=sha256:86a5f7361249f281a3df174acb6c0ec5b422902cc3a16323468202765cbe8dab

Observation ee0659b4-409f-4153-bb66-ae07a3a35faa · outbound

This paper cites How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition

Reference 51

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source=pdf_text observed=2026-08-15T20:55:34.173279Z digest=sha256:e6add2ad10f2005e2e28285c2aff45b019f1faeb3ce9e36334d73db42b9d97bf

Observation 740bf5dd-ceb4-439a-ac46-4e0025b73d7d · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Lora: Low-rank adaptation of large language models

Reference 52

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source=pdf_text observed=2026-08-15T20:55:34.177442Z digest=sha256:5bf6b412eb4bf6c6f6eb5092556c3b55c881a38f9da44f0f53807be4579db119

Observation 0887c6e0-ce1f-430f-b2a5-1d5948a8e231 · outbound

This paper cites MLX: Efficient and flexible machine learning on apple silicon,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization MLX: Efficient and flexible machine learning on apple silicon,

Reference 53

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no resolver link, observed 2026-08-15T20:55:34.181156Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T20:55:34.181156Z digest=sha256:f84ea1c8a79b3b27c5b840d90b26d3c32cd705915c5e7d67e7887ca639446e90

Observation 614cba49-a71b-4e57-ba1e-5b3dffc5d78a · outbound

This paper cites When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method

Reference 54

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T20:55:34.184965Z digest=sha256:b86436b6e76dfdb745b33b4a8ac72161c264eecb8563103405c08305c12fc12a

Observation afc48232-d3c0-4115-b018-c7e14300a362 · outbound

This paper cites Fine-tuning guide,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Fine-tuning guide,

Reference 55

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raw_fallback, observed 2026-08-15T20:55:35.243469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.188746Z digest=sha256:873aebcbe89c822239f10d73532d056c5c8c8be77bf382aab904e25e177b030e

Observation e04c785e-4648-405e-83eb-187dca9edb59 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Training Compute-Optimal Large Language Models

Reference 56

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no resolver link, observed 2026-08-15T20:55:34.193515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.193515Z digest=sha256:3dda1960768db128b1ca0fe893c9e8c2456675785c9763dc26cc73ace8923007

Observation 57ad2c5b-62aa-4708-8e86-3098aff3b33e · outbound

This paper cites WiFi RSS & RTT dataset with different LOS conditions for indoor positioning,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization WiFi RSS & RTT dataset with different LOS conditions for indoor positioning,

Reference 57

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verified exact
doi, observed 2026-08-15T20:55:34.267129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.197233Z digest=sha256:9972f1c5ad636bd641867015b9de488209bd6735f83cb06fcd67e6295e3ce2bb

Observation d6161285-7ae3-41a3-adf4-e5d37fdb4552 · outbound

This paper cites A universal method to combat multipaths for rfid sensing,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization A universal method to combat multipaths for rfid sensing,

Reference 58

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.232153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.201184Z digest=sha256:dbc7109187a24f4780169dcf54f172545d1ed88caab9a48a9493714bd951989f

Observation 4d68af3b-7f59-4557-b173-7c65afa2723e · outbound

This paper cites A wifi rss-rtt indoor positioning system using dynamic model switching algorithm,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization A wifi rss-rtt indoor positioning system using dynamic model switching algorithm,

Reference 59

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.220813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.205041Z digest=sha256:fffaf4280db6427481daeafee9839703fa8be3a34ec4bd858b166fdcffab6f73

Observation 97e4f084-574c-4f6f-9003-fa71337f737b · outbound

This paper cites Spotfi: Decimeter level localization using wifi,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Spotfi: Decimeter level localization using wifi,

Reference 60

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source=pdf_text observed=2026-08-15T20:55:34.209357Z digest=sha256:267873ff93fc0e153d82d790a65445c98da794fb5208e2b1848c3e80b524d66d

Observation 26b74621-2bc0-4bb5-ba22-1d8b2a40f769 · outbound

This paper cites Tokenizer choice for llm training: Negligible or crucial?.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Tokenizer choice for llm training: Negligible or crucial?

Reference 61

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.209188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.213016Z digest=sha256:2637d5fe5e9a919ace4cb11e53beb0f7bc01df424c13a9cfe1d91dcf6bea4959

Observation a65a477e-01a7-4ecc-a0b4-4d9e2f321c42 · outbound

This paper cites How Susceptible are LLMs to Influence in Prompts?.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization How Susceptible are LLMs to Influence in Prompts?

Reference 62

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no resolver link, observed 2026-08-15T20:55:34.216513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.216513Z digest=sha256:04f82446c84c46c7cc1c8e98edc2f46a9554c651af59d315367875a493aabf3d

Observation a5f87f7f-7bc1-45bb-9057-347d47785d7d · outbound

This paper cites A geometric interpretation of trilateration for rss-based localization,.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization A geometric interpretation of trilateration for rss-based localization,

Reference 63

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verified fuzzy
raw_fallback, observed 2026-08-15T20:55:35.197874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:55:34.220793Z digest=sha256:e2513fb87e067e28bcc4da86ccc97cca0604bd5d8a1733507a5180d68bc2e615

Observation 066b8535-f539-4d64-b144-00f4c7fc9c54 · outbound

This paper cites Towards Optimizing the Costs of LLM Usage.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization Towards Optimizing the Costs of LLM Usage

Reference 64

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no resolver link, observed 2026-08-15T20:55:34.224251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.224251Z digest=sha256:21b7c9b6ceec76bdb4e4cf6d989cb5fb48a26590a27ab34cac69266ecf58b319

Observation 6e6d2054-5a08-485f-b4eb-0107a6906e0b · outbound

This paper cites The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Reference 65

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source=pdf_text observed=2026-08-15T20:55:34.228023Z digest=sha256:ce37f3c82be12b0f4d53562c22f704ccde7a98c0b71ea8457cf07c2ec86c954a

Observation 361c69a5-2303-4cfa-9979-b8e50c574247 · outbound

This paper cites BitNet b1.58 2B4T Technical Report.

Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization BitNet b1.58 2B4T Technical Report

Reference 66

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:55:34.231738Z digest=sha256:10045a9518d3deb1a692166cbdc415642434864163584c7214fedfdb88aaaea5

Pith citing papers

No inbound Pith citation observations are available.