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Paper Citation Record · LEDGER

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma

As of 22 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2607.03246.

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

pith.paper-citation-record.v1
2607.03246 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T03:51:05.048038Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

49 of 49 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved49
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ddd083b3-8c1f-4235-a8c8-8224fbfdb286 · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:bd98fcf6b67f8af08483fdae741e5f6c6be603c3e0238bf90a96562ebda1f090

Observation 6ac3b65f-4e83-498c-800a-56ec45abe785 · outbound

This paper cites Eldeeb, M.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Eldeeb, M

Reference 2

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:0e19f9a214dfb7257abf30a9ffc59948778e0d719ad7fad3ab2842fcc234abc5

Observation 9b5194c9-9964-42d5-9c79-b05119ff365b · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 3

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:49ce87c908a523cae030ff1e23fdac460c9b7f593cee66f33efbc59e4a0eaf42

Observation 7a7a8d3a-4fd4-4a8b-8718-3aeb899ddb51 · outbound

This paper cites Semantic Communications: Principles and Challenges.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Semantic Communications: Principles and Challenges

Reference 4

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:b2f3998256a193ddd49c8a106a6cf5bc3324e3af62692ce40bbf8f29bd4cb88b

Observation db5c84bc-f70a-4c80-9700-c01b7a5b19ff · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 5

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:4a559f6c731be47a51c5cbe7af59751638349e2f36dfa6a0226cb3c185f83dc2

Observation 6aad2da1-44be-4815-90da-0ee7b1e01046 · outbound

This paper cites Nguyen, T.-D.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Nguyen, T.-D

Reference 6

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:1278e2a2a35450850519b99bb480e3be55784c83608d45de6d2c45883daf70f1

Observation d15a129f-737a-4006-a1d8-0f682d746490 · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 7

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:7c0b03b8c81affc7b0936da0a56c0e014ac1328e652b4db962fae5021a908ae5

Observation 723c6b6c-5179-464f-8910-7b202a677027 · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 8

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:f0767964d31e312798cb92e47a46c71631738274bf0daa1cfbf68c92dd6b1fb2

Observation 28d6b247-908c-47a1-a243-c2424fe952c8 · outbound

This paper cites Carnap and Y.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Carnap and Y

Reference 9

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:1ab58735b36e16455926f1f04dc378a3499a87b49a9c23ffe5fce19af002b82d

Observation 0569c51a-89af-45da-b966-c3d0b857a08c · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 10

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:f9dae3e757a65d3d61ce3440f56f4ae52aa99a3c2328641c56567d6ea6c8691b

Observation 354426b2-65e8-46b1-bb6a-e81de83963d1 · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 11

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:63733ce44d9d3f4e38228d9ebb71c9c5d0d731cf6f9ee045ca82d373ecdd233d

Observation 9b6427b0-6ee1-4ee0-8cd1-c05a0dd1a6eb · outbound

This paper cites Bourtsoulatze, D.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Bourtsoulatze, D

Reference 12

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:17e43d23084dc45465cf10c19883d3dcfb59f338770124d0d1e8f800d6153dd3

Observation b5ee80af-989a-49aa-9c0e-595c630d8af6 · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:ae36e9f3c742284e5ad98169f070107204e4e7b965224fa353d0f1b8d928bc07

Observation e6affd96-7fd1-43af-89ff-f72186f12e89 · outbound

This paper cites Weng and Z.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Weng and Z

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:8f2441e0e30f18006486548af961c44c9ddaf3657882486ca0c5482f282a808b

Observation 523ca927-9dbb-49da-a0af-ff46feba5f6b · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 15

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no resolver link, observed 2026-07-12T03:51:05.048038Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:d37cda6bca698d2a10879e00c320ea34db6e92caee4589f8bc7eaeb0760d9e4d

Observation 2cb95b3c-0bdd-40b7-98f5-d4fd1ebecf41 · outbound

This paper cites Wireless Semantic Communications for Video Conferencing.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Wireless Semantic Communications for Video Conferencing

Reference 16

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:7406fdb2e53452f5aa87c3057e6e2728e06f5991a4858607a82964c16a7d9d8e

Observation 15f60982-a337-41ee-ad3d-0ecd361d9452 · outbound

This paper cites Luo, H.-H.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Luo, H.-H

Reference 17

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:3946432382a11316493217ebacd56fae81682230a360e1d95a513a0477e5b927

Observation 9f80c85f-e7da-402b-ab9a-b3088559b49a · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 18

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:59d5b4b47acf7f482a7576d2b28c08c4f5e026f96b4cf926e99dc80059019b0a

Observation f88f6709-c110-49cf-bc72-a167e358c5d9 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Gemini: A Family of Highly Capable Multimodal Models

Reference 19

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:8595dbddae4e8e041e9d5dd34ab1603a1f7f5a5e986658feef0736884af18a22

Observation 3baee84d-9827-4c5c-9886-ba549190204c · outbound

This paper cites The Llama 3 Herd of Models.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma The Llama 3 Herd of Models

Reference 20

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:cca03969e3332eb9c0b75bef7df0c492d1edf1a9cc0974d81fe8fa7ab08f5512

Observation 7f0562d8-f8e4-4a44-b26e-88f31b2a876e · outbound

This paper cites A Rate-Distortion Framework for Characterizing Semantic Information.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma A Rate-Distortion Framework for Characterizing Semantic Information

Reference 21

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:1271e60f087c37b2185fe9536b3bf1a0460c68c8e258558d8178a3cf93ce0c8a

Observation 171da64d-99dd-4c09-bbd8-7a507edf15a0 · outbound

This paper cites The information bottleneck method.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma The information bottleneck method

Reference 22

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:0b006382f0375ae975fcac3ef5c53d178a17afcc15064e6a5404036dc57d65e5

Observation 0e528cfc-05b7-4fe1-a19b-9a53f0edea49 · outbound

This paper cites Cheng, Z.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Cheng, Z

Reference 23

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:640a878b7b33d381b988126145cc5f8db90261740ff4fecdfb8bd891d7fc97f4

Observation fb701239-af2b-424f-ba21-a72c07e575bb · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 24

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:f0315825c6c05245fadc3be29c96b8077f5fffad8e0fc5f7d1d315b15a1a40ca

Observation 7b67c7a3-b5e3-4e5a-8661-e41d2d2bf21e · outbound

This paper cites Agustsson, M.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Agustsson, M

Reference 25

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:1f790b4f5f3fe8d9bd08dfaff8f8bd72367bc35efdac88d3939a98c8eb483bac

Observation 25a78b11-455c-4638-8a26-49e6f1794195 · outbound

This paper cites Johnson, R.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Johnson, R

Reference 26

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:58ee058d83904025ebcdde39e9ae697a5ee392161ac2c5c4c89a9ca0ca45f451

Observation c219b166-98b3-4a12-acf9-7482c5b92ced · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 27

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:63fb382493755b520b39a9dc930492398da5a72bb950d28a1334eb925777ff11

Observation e3862159-1e20-4d1d-a89d-2ca786d26d39 · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 28

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:819c871d24fd084191300f2130cb0986a140af58a2844ca595678295f0dca225

Observation ff507d32-344e-45ee-a671-40cae9791fc3 · outbound

This paper cites Learning Semantics: An Opportunity for Effective 6G Communications.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Learning Semantics: An Opportunity for Effective 6G Communications

Reference 29

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:7334925da2215d1363d50856719337bb567a6711dfbf4b8ac66b74041017ec3f

Observation 4b47ea49-15b1-46d7-b5cf-11d150d50af2 · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 30

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:296f563a59bb7ab5979147035b76a2c34fdeb1461c12c81c1d6f9f463c2c0c57

Observation 4969c6d7-40e7-4f9b-bc3e-869585e50a5d · outbound

This paper cites A Unified Multi-Task Semantic Communication System with Domain Adaptation.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma A Unified Multi-Task Semantic Communication System with Domain Adaptation

Reference 31

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:c25986789215cd21e73645e6e7ea4063cb5c8d15ec3d4f9da1a7a067abb457ef

Observation 8029b17d-3f96-4104-be99-f02c4e37c92c · outbound

This paper cites Zhang, J.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Zhang, J

Reference 32

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:f0f4127cd32963a8c8ca1ad01a29691fb3c20551785c26d82883e9b0df9b09e1

Observation 8fab09d8-9b2b-4744-b944-592ee4be7e55 · outbound

This paper cites Xie and Z.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Xie and Z

Reference 33

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:72fc2f0ddbaeaa50673049b0d17cee82570010db2ee1903b448875dcf2cf5aa8

Observation 907a968b-2b05-4549-88c1-33ab2246367c · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 34

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:8a0ea227b84f01a0a61ec356f95d85845e09f079a7e96fa591f953f3f4ba3d90

Observation b45fdc82-553b-4305-89e6-c127636f99f2 · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 35

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:4ffb0393b25370f7d5525074c3039bf7d52a83db11770c93fd2f1b6d14a5449d

Observation 3d72b79b-332c-4568-99e0-7a9ebe5afeba · outbound

This paper cites Jiang, C.-K.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Jiang, C.-K

Reference 36

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:858d6a2f32e7bd3eac3df727a0a347e71c58e953a715715af65e43027d74b847

Observation cbbc03cd-106b-4aa7-a4a4-c15e77d3cced · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 37

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:271963b876cb7ad5f2cf538ee6036763942cea937440e587fdc65f6a783d46cf

Observation 7a67bdba-392e-41f3-85cd-c3cc2a1bc963 · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 38

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source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:90a15a2f345b265cc4eca11ca2f00ae3ae64935be3822cafd89543257de8c7ec

Observation a5377098-7f62-4e2e-a371-292c043f5ddc · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e4a792d2-5c30-4025-8873-21cab83d358b · outbound

This paper cites Testing Resource Isolation for System-on-Chip Architectures.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Testing Resource Isolation for System-on-Chip Architectures

Reference 40

Resolution
unresolved
no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:1661b5679ee59f0b0dfa640e1b02ab3bfe703213868332d65a0c0c1222197a6e

Observation 0da6799e-55a4-4fa5-a387-8f4f22471fe9 · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:a8ababf9bd59c3467ae9cde4b954ce707294a95744769e939250000c07d402e5

Observation 31ec0a8f-001b-4215-afcf-14c7603d217e · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:7df8e04a15eb089f7dffb3e7ed65a8a50e5e022e19011038cf3a08b844fe4a31

Observation 6678b8e0-6825-4f06-9f5c-801c2fb97115 · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:0fa05d3b6451c05137a0d377283d4d569fddeeab5bbfd0a620dc6b31619df21c

Observation db71c0e9-3574-4907-a9a3-778d68945f39 · outbound

This paper cites Zhang, Z.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Zhang, Z

Reference 44

Resolution
unresolved
no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:79e27087a7325c0d572410197d48fdb460ddef32cde90a3985b9827fee3aefd3

Observation 2ce6384a-c55d-47be-a65a-79e28f505b6d · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:5c9b42826e8e04be5c21e296921b3abec416133acb439d01d69e973c79621448

Observation cca2c571-0f26-47dd-9ab1-b8e588f804e6 · outbound

This paper cites an unresolved cited work.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:f8cda8d2a37c076cc0775012f820c96a035597e416b53e2d292f06876a41dfc1

Observation 9911b645-8b65-4621-b58e-8b4c3df584ee · outbound

This paper cites Zhang, Z.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Zhang, Z

Reference 47

Resolution
unresolved
no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:b57049702f0f019dfa1a9c6d9792ced012dfbfe52a42b52b12e4f7e7346cd933

Observation e3bc015e-4d40-4a33-b4f2-06027f5aed90 · outbound

This paper cites Transceiver Cooperative Learning-aided Semantic Communications Against Mismatched Background Knowledge Bases.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Transceiver Cooperative Learning-aided Semantic Communications Against Mismatched Background Knowledge Bases

Reference 48

Resolution
unresolved
no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:268539e731933f696253375694b249b88f8f76e7bef21c59abdc5a5e719bf628

Observation bbe57a7d-f561-47b2-a2cc-6c680833197c · outbound

This paper cites Resource allocation for text semantic communications.

Bridging the Semantic Gap in 6G: Tiny Language Models Under the Latency-Accuracy-Size Trilemma Resource allocation for text semantic communications

Reference 49

Resolution
unresolved
no resolver link, observed 2026-07-12T03:51:05.048038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:51:05.048038Z digest=sha256:45871bef18e34b9c2d1a60c0c9de0725cea9bfbce1cc3462584360722abf57c6

Pith citing papers

No inbound Pith citation observations are available.