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Paper Citation Record · LEDGER

Rethinking Wireless Communications through Formal Mathematical AI Reasoning

As of 22 July 2026, this Paper Citation Record lists 93 of 93 outbound references and 0 inbound Pith citation observations for arXiv:2604.25155.

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

pith.paper-citation-record.v1
2604.25155 v1

Coverage vector

measured 93 of 93 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-07T15:42:24.167986Z

measured 93 of 93 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-21T06:31:05.380196+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

93 of 93 outbound references displayed

  • verified exact23
  • verified fuzzy63
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da5b548d-b315-4091-926e-e8b37afced6c · outbound

This paper cites A mathematical theory of communication.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning A mathematical theory of communication

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 1e0a3cad-14d7-422d-86fd-a943d6a05abb · outbound

This paper cites Massive MIMO networks: Spectral, energy, and hardware efficiency.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Massive MIMO networks: Spectral, energy, and hardware efficiency

Reference 2

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 4ec673b7-90c6-42c0-8ec2-5d93ec205940 · outbound

This paper cites Couillet and M.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Couillet and M

Reference 3

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 9da8cbd3-1186-433e-80d2-8b659cc11cb8 · outbound

This paper cites A tractable approach to coverage and rate in cellular networks.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning A tractable approach to coverage and rate in cellular networks

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation ee2fb39f-45c5-4877-a973-551bc28cfa60 · outbound

This paper cites Haenggi,Stochastic geometry for wireless networks.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Haenggi,Stochastic geometry for wireless networks

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation a90185f3-2b7e-4c16-94c6-cd6c5383060a · outbound

This paper cites Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 666b38e6-85bb-422a-ab14-9af5083bd109 · outbound

This paper cites A survey on fundamental limits of integrated sensing and communication.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning A survey on fundamental limits of integrated sensing and communication

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 96b0b632-6dbc-407d-9151-7bb6bad203e3 · outbound

This paper cites Stochastic geometry and random graphs for the analysis and design of wireless networks.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Stochastic geometry and random graphs for the analysis and design of wireless networks

Reference 8

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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 2026-07-21T06:31:05.380196+00:00.

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Observation 5e7c30ea-ae69-4152-a59a-20faa2a8e287 · outbound

This paper cites An introduction to convex optimization for communications and signal processing.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning An introduction to convex optimization for communications and signal processing

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 61554723-a46e-4091-830e-d7286b2a5097 · outbound

This paper cites A survey of recent advances in optimization methods for wireless communications.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning A survey of recent advances in optimization methods for wireless communications

Reference 10

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation f286eaa4-9c52-4cc1-ab50-d8b0463806c0 · outbound

This paper cites Tse and P.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Tse and P

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 1ad7f4ee-dbc5-4f68-9c41-0baaf606ac17 · outbound

This paper cites an unresolved cited work.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Unresolved cited work

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation cfc08f2b-aee4-45e4-b741-a23c8b260729 · outbound

This paper cites The lean 4 theorem prover and program- ming language.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning The lean 4 theorem prover and program- ming language

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 91dbcafc-86fe-49b1-b341-17f61544b02f · outbound

This paper cites Bertot and P.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Bertot and P

Reference 14

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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 2026-07-21T06:31:05.380196+00:00.

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Observation 702917f5-2723-4424-b963-76f4c617e355 · outbound

This paper cites Hypertree proof search for neural theorem proving.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Hypertree proof search for neural theorem proving

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 68dca442-eb1b-4ed7-be4e-2e09b8946f0d · outbound

This paper cites DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Reference 16

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arxiv_id, observed 2026-05-12T00:11:16.403338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 372088fc-d6a8-4a43-9e6f-d59996d5b343 · outbound

This paper cites ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-19T09:19:36.299641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 2a0976d8-9707-470f-af34-219757d3252e · outbound

This paper cites AlphaIntegrator: Transformer Action Search for Symbolic Integration Proofs.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning AlphaIntegrator: Transformer Action Search for Symbolic Integration Proofs

Reference 18

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arxiv_id, observed 2026-05-12T00:11:16.789069Z

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 7ce0ca6e-af35-4653-bfe8-363e479e1911 · outbound

This paper cites Solving olympiad geometry without human demonstrations.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Solving olympiad geometry without human demonstrations

Reference 19

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 69bd7c4f-9e5c-47aa-b661-0e96d0155b88 · outbound

This paper cites Olympiad- level formal mathematical reasoning with reinforcement learning.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Olympiad- level formal mathematical reasoning with reinforcement learning

Reference 20

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raw_fallback, observed 2026-05-27T03:03:28.285465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation a616c94b-dce5-4a60-a386-9c14a20e5ceb · outbound

This paper cites Llemma: An Open Language Model For Mathematics.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Llemma: An Open Language Model For Mathematics

Reference 21

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arxiv_id, observed 2026-05-19T08:17:47.048289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation c2681927-ad5e-466c-88fc-da63f56e8b44 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 22

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local_arxiv, observed 2026-05-12T00:11:16.709519Z

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation c9f84f69-c696-48da-8b5c-c3564ed85506 · outbound

This paper cites Solv- ing quantitative reasoning problems with language models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Solv- ing quantitative reasoning problems with language models

Reference 23

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raw_fallback, observed 2026-05-27T03:03:28.282681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation e21631d1-376b-44e5-85c8-770c304f40f3 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Measuring Mathematical Problem Solving With the MATH Dataset

Reference 24

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local_arxiv, observed 2026-05-12T00:11:16.764086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 3f078c17-631c-409f-af5a-47a796b26a64 · outbound

This paper cites Olympiadbench: A challenging benchmark for promot- ing agi with olympiad-level bilingual multimodal scientific problems.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Olympiadbench: A challenging benchmark for promot- ing agi with olympiad-level bilingual multimodal scientific problems

Reference 25

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raw_fallback, observed 2026-05-27T03:03:28.303251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:f4a56fa2f927b3f82f1bb7dc63679eccbe2b2447be590981a08bfd8244d4d93f

Observation 439fdf14-2b27-4c99-bd6e-59b4a09c2e2e · outbound

This paper cites MiniF2F: a cross-system benchmark for formal Olympiad-level mathematics.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning MiniF2F: a cross-system benchmark for formal Olympiad-level mathematics

Reference 26

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arxiv_id, observed 2026-05-16T20:03:04.481585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 62a6d816-e1c6-4e88-ba89-2f055f31a329 · outbound

This paper cites Wireless- mathbench: A mathematical modeling benchmark for llms in wireless communications.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Wireless- mathbench: A mathematical modeling benchmark for llms in wireless communications

Reference 27

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raw_fallback, observed 2026-05-27T03:03:28.299946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation a4263b47-a76e-40ab-bb27-2b171cae5662 · outbound

This paper cites AI-driven research in pure mathematics and theoretical physics.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning AI-driven research in pure mathematics and theoretical physics

Reference 28

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raw_fallback, observed 2026-05-27T03:03:28.313851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation a0488e60-632a-4a3b-bf6a-dce0cc764d3b · outbound

This paper cites an unresolved cited work.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Unresolved cited work

Reference 29

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation b409ffb5-1082-4e5e-8a59-1ac783ae346e · outbound

This paper cites an unresolved cited work.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Unresolved cited work

Reference 30

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raw_fallback, observed 2026-05-27T03:03:28.250389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation f00fc56b-2913-4a0a-bf0d-43e2c8a91f6b · outbound

This paper cites How much training is needed in multiple-antenna wireless links?.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning How much training is needed in multiple-antenna wireless links?

Reference 31

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raw_fallback, observed 2026-05-27T03:03:28.233543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 859b2eeb-c979-4e18-8967-4c757c1eb8d8 · outbound

This paper cites Statistical signal processing: estimation theory.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Statistical signal processing: estimation theory

Reference 32

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raw_fallback, observed 2026-05-27T03:03:28.242593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 4dc3980a-bfab-4f7c-a932-02f385ae78dd · outbound

This paper cites Optimal multiuser trans- mit beamforming: A difficult problem with a simple solution structure [lecture notes].

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Optimal multiuser trans- mit beamforming: A difficult problem with a simple solution structure [lecture notes]

Reference 33

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raw_fallback, observed 2026-05-27T03:03:28.222059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 73c0d63d-930b-4b0d-9489-a2bedf93eebe · outbound

This paper cites An iteratively weighted mmse approach to distributed sum-utility maximization for a mimo interfering broadcast channel.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning An iteratively weighted mmse approach to distributed sum-utility maximization for a mimo interfering broadcast channel

Reference 34

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raw_fallback, observed 2026-05-27T03:03:28.199481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:088d6a5cd212485eedef08375523ffd35cfb05547f32022a392ae01c594ec901

Observation 1338d8d4-1619-4797-90c2-68f467d15f24 · outbound

This paper cites Capacity of multi-antenna gaussian channels.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Capacity of multi-antenna gaussian channels

Reference 35

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verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.218795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:453816654d1c6c71a8dd97ae375bb3bc0295a300a65a628a326add2268ab1657

Observation 2f6cce1e-790e-40d0-bfe4-226876a725e3 · outbound

This paper cites On limits of wireless communications in a fading environment when using multiple antennas.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning On limits of wireless communications in a fading environment when using multiple antennas

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.202616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:b49bb9c7e20497f484103c7e2dae2fd2e3e55daaf45faf89dc89c2625c05aa26

Observation 26a5f5bd-84ab-48a6-a160-ec1b3c778a30 · outbound

This paper cites Channel coding rate in the finite blocklength regime.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Channel coding rate in the finite blocklength regime

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.209491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:c81adcb9484d4e7d8e39f8a22e23b8bc888b994e234ef2b0cda7f2d0bfc311ee

Observation 6c5b4bd3-480d-4fb7-92fe-626adcfa5484 · outbound

This paper cites The wire-tap channel.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning The wire-tap channel

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.196639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:ea8634717b113a2f46541a60903bf5ef707e9a1bcec204feb1d5709b6c8c7d6d

Observation 96cce685-bc88-411a-910c-d8982e3a2058 · outbound

This paper cites Liu and W.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Liu and W

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.193899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:96c28a436a1ee6f10a5491959c027024565ba91da3f5d6429bbb72e97729cee2

Observation 48f286db-2491-4e06-838a-c8aaa596efe9 · outbound

This paper cites A simple and general parameterization quantifying performance in fading channels.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning A simple and general parameterization quantifying performance in fading channels

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.215242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:f66f8164c60b549b65fca3d05418108c22f0dd3c0b2e2247fad2490cc2c77332

Observation 017c4353-5fa1-44a0-8998-2fe8b275a505 · outbound

This paper cites Modeling and analysis of k-tier downlink heterogeneous cellular networks.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Modeling and analysis of k-tier downlink heterogeneous cellular networks

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.212545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:abeba50852c435f7cec1203169c9d895ea29f0c6ae9f252a415b785c94271419

Observation 999b1d03-1289-4239-8865-ca8ba79bb102 · outbound

This paper cites Dual methods for nonconvex spectrum optimization of multicarrier systems.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Dual methods for nonconvex spectrum optimization of multicarrier systems

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.191089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:c9ad3badace29a6c749aa333255cf58157c3f88be6e9384e5efa26ae2a73342a

Observation 5008237c-555c-46b1-87a7-d33dbb654a54 · outbound

This paper cites A tutorial on decomposition methods for network utility maximization.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning A tutorial on decomposition methods for network utility maximization

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.239188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:17a4542cbe3af6c4803841c0dc54892abc5c511ffa80813ac3b1665239285750

Observation 144a7ca2-37c9-4263-903c-c63d33e96ee3 · outbound

This paper cites Srikant and L.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Srikant and L

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.206088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:d3c74f575729a62d7a609337ca778d7596933085cbe8ebba9c4350663ebedc79

Observation 912eaf34-3fa7-4874-b241-6de9578d363d · outbound

This paper cites Interference alignment and degrees of freedom of thek-user interference channel.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Interference alignment and degrees of freedom of thek-user interference channel

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.225000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:faed13d77578a994738793428d1584740bed32ce2052a2561539c4404828e0ed

Observation 7bf69fcb-3cec-42ce-9471-d95a477943fc · outbound

This paper cites Dynamic spectrum management: Complexity and duality.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Dynamic spectrum management: Complexity and duality

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.227837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:0f5c3193cbd7b4a455475c8747f7398f803a1833a2388e42e90c60a4a327d89a

Observation f636986c-4085-4ac0-a28d-975e36c5400a · outbound

This paper cites Neely,Stochastic network optimization with application to commu- nication and queueing systems.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Neely,Stochastic network optimization with application to commu- nication and queueing systems

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.246565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:760babcf3d2fe4d83fc84ed94d134241ebeff78588a539488fefce06ef0b8d35

Observation 88b881b4-8928-41cd-ba87-039f7b632303 · outbound

This paper cites Effective capacity: a wireless link model for support of quality of service.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Effective capacity: a wireless link model for support of quality of service

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.230808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:823580785677bc5767384fc73d98349de42c463b7e5b514d00f706c72d640406

Observation e84f511e-c4c0-4768-935a-2b32937a3c48 · outbound

This paper cites Noncooperative cellular wireless with unlimited num- bers of base station antennas.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Noncooperative cellular wireless with unlimited num- bers of base station antennas

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.177842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:1a0b6138402c703baa4af2bf32b4bbe264a8b581f41c1582d4e87c76ca789ce0

Observation f82fd904-28e5-4c44-99b1-c919555c8120 · outbound

This paper cites El Gamal and Y .-H.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning El Gamal and Y .-H

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.174045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:3fec3f45a9a2f23d75f74a001e5f86e48efad769181dfb9742d5a385d1a10197

Observation 79e789ed-a940-4c55-ae8b-e5a75a5faae1 · outbound

This paper cites Capacity of fading channels with channel side information.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Capacity of fading channels with channel side information

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.182559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:a0f289811e10136c4bd7da66022ff0f4a445bef7ac2d51ca39e1fe37266ceef1

Observation a8e30563-84d6-48a3-be03-2336b8994d40 · outbound

This paper cites Baccelli and B.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Baccelli and B

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.277350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:9b9104faa73160ada23e84620ac2942d794688ba1fb28c32078db1fa763f4ccd

Observation c5307737-03b6-481c-baf7-97f1dd86aa20 · outbound

This paper cites A survey of deep learning for mathematical reasoning.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning A survey of deep learning for mathematical reasoning

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.161157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:f0e483dc29489497b7d4ec125850582c16a2c19211d7e663da12f378379ab260

Observation 6a10b476-d1ed-443c-982f-de6970de5114 · outbound

This paper cites Formal Mathematical Reasoning: A New Frontier in AI.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Formal Mathematical Reasoning: A New Frontier in AI

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:11:16.551605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:83ad5c571375bb8cea3f3d26e44ea1d819cf8473fa8fbbf6d0d07476ee7db00d

Observation fe690e18-7cdc-4a7e-8d44-3e93d004c837 · outbound

This paper cites A Survey on Mathematical Reasoning and Optimization with Large Language Models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning A Survey on Mathematical Reasoning and Optimization with Large Language Models

Reference 55

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T00:11:16.433351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:ae50ea79585271889b0409ce0bf49da2566dbad24e81f908a09926a71efafc31

Observation 14a19c4c-bc7e-4925-b628-cd9f273cefdb · outbound

This paper cites Leandojo: Theorem proving with retrieval-augmented language models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Leandojo: Theorem proving with retrieval-augmented language models

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.164254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:71aa38acd1da6a16fcebe2d43b03946b7550b28e0142bdccbe1b1ffa1da12d91

Observation e206e26c-6220-475c-9c43-81ee2af715bb · outbound

This paper cites Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:11:16.601325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:e361fd12e0db0951c2393aa9a9c325076a2d70ace50a60df92c71ffeb237537b

Observation 05af7fc1-ce4f-4ac0-bb3d-1bc01a968eb4 · outbound

This paper cites Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-05-17T18:32:40.989755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:5e4fbf53b0de78e675c1bbbccff6ccbec429bf2e27cb15dfb0202098169ec7e9

Observation b170483f-b35e-4c87-b6f7-1f6680677565 · outbound

This paper cites Mathsensei: a tool-augmented large language model for mathematical reasoning.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Mathsensei: a tool-augmented large language model for mathematical reasoning

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.167239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:86b53f33a923adff60633cd019f920f600b096e1bd794c3e341390e06a5769e8

Observation 76648abb-bfc9-479e-80ef-95841fc52c1d · outbound

This paper cites MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-13T10:07:53.977132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:10a7f9ac32f0bf03733eb315e10d1659e21257a5114979f0fba7bdc5bd171f29

Observation 326ad5b5-ee8b-42d3-b5c5-4c383689cb17 · outbound

This paper cites Math-shepherd: Verify and reinforce llms step-by-step without human annotations.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Math-shepherd: Verify and reinforce llms step-by-step without human annotations

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.154776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:95ec8de9ef68bde119c6988b6c459188598f6cfaa91404ce561ccabb9b8500fe

Observation 02d19f34-4e0a-48e6-85e3-941b66d76d10 · outbound

This paper cites Nipkow, M.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Nipkow, M

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.274473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:8cfa5d083e9d38362c97242249b5fcfb567bb0dea9545ac74b43e76ee8491f58

Observation a90cc8f2-2846-4a99-b861-f6644dcb2e5f · outbound

This paper cites Growing mathlib: maintenance of a large scale math- ematical library.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Growing mathlib: maintenance of a large scale math- ematical library

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.280130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:e23b16e7e5bd894fda7beaf679efb2a69a144d9a2592e946965d83b6c49a7834

Observation 05075ba0-9518-4477-a55c-c30e6dd30162 · outbound

This paper cites Generative Language Modeling for Automated Theorem Proving.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Generative Language Modeling for Automated Theorem Proving

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-05-23T05:18:10.906922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:705126891776bbdd3a329a03ddf0c4b3f5fa56798ef87006462aff3a7e715d96

Observation 3ddd73bb-d880-43ed-b574-1dfc594bb6eb · outbound

This paper cites LISA: Language models of isabelle proofs.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning LISA: Language models of isabelle proofs

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.149107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:6b43394663c61ad76f7018cdba88c26a1a31926722de9b6eb263f7f6bdf91f7f

Observation c0039890-8868-4fee-a0ff-d2255c69176b · outbound

This paper cites STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving

Reference 66

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T00:11:16.752250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:c24f287a49691ccd330e7c84ce8cf9ae76af1d5f3a6d72543754d0207233ead6

Observation e2e0de7c-9211-4b64-85bf-741ac9e0867f · outbound

This paper cites Abel: Sample efficient online reinforcement learning for neural theorem proving.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Abel: Sample efficient online reinforcement learning for neural theorem proving

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.158231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:a8de4a3ca658f39983c972108ffadf43df3a942c49335643642b98b7a2b07682

Observation 0878dc47-7271-48d2-a42a-aed0f743485e · outbound

This paper cites LEGO-Prover: Neural Theorem Proving with Growing Libraries.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning LEGO-Prover: Neural Theorem Proving with Growing Libraries

Reference 68

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T00:11:16.348279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:0c46131523583aece07293d702cc14436fa743ca4387edacd2bcad1df2639a77

Observation db359685-7da3-458d-b655-ee188ad0d222 · outbound

This paper cites Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs

Reference 69

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T00:11:16.526176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:479f09af135ff81b0410f48d71811f2590647933d94a8da63d6c37e06e46ee81

Observation b0c027c8-53a4-4711-92a4-8e780d5601f1 · outbound

This paper cites Proving olympiad algebraic inequal- ities without human demonstrations.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Proving olympiad algebraic inequal- ities without human demonstrations

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.253627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:2930a0182fa41590347ba993f7d1b29ddaaaab75b55ce5a2c77cd2ccb18b2503

Observation a03fb12f-c75b-41a6-b88a-0615914dec1c · outbound

This paper cites MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-05-15T07:31:08.404728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:f0cede6b9dc5f5dc005f255f4f1edf97ff07e78b59935f65eaa829e494e2301a

Observation 830e4a31-42ef-41fe-9b0d-bbf1b09e5c58 · outbound

This paper cites Linc: A neurosymbolic approach for logical reasoning by combining language models with first-order logic provers.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Linc: A neurosymbolic approach for logical reasoning by combining language models with first-order logic provers

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.170539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:851c95295b28a14a99bd0e39c83a55a3ba17bf0734666242eba46d1e80102201

Observation 7b3879f0-8de8-448d-a15d-b43dafce4d79 · outbound

This paper cites Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation

Reference 73

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:11:16.674940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:0cac38ebf0b77b13b03f1fd67ba96be84cf18b1335e81d82f54bdb16b99f205d

Observation 9f80783d-bf2c-40dd-aa5b-b6fd457b31c4 · outbound

This paper cites Pal: Program-aided language models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Pal: Program-aided language models

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.141531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:aa6431644c346fba100684dfce8e7c87433601fd9fd0d9b835e3f16e0319335c

Observation 3b215fb5-6b24-4f26-80fd-2c7dcfe830da · outbound

This paper cites Satlm: Satisfiability-aided language models using declarative prompting.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Satlm: Satisfiability-aided language models using declarative prompting

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.144867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:a59850a2dca16401323c2e890fe0191515c3b02737ec1dde276b3bc7c1b3c743

Observation d0163b3a-946f-4e42-8cf7-843100edc7ea · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Chain-of-thought prompting elicits reasoning in large language models

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.135358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:b544bc44b30864442d1bb7b6e862c4aaed3f53e970a5973e935c4338356f9cbc

Observation 1ec9246f-ecde-4637-9c0b-58db3a68a3e7 · outbound

This paper cites To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Reference 77

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T00:11:16.574243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:83874b69d7c86b84fbc020b1f8963901f0a341268ddd4efa0bb686bcc409bbf1

Observation 5e243b42-b9d7-4105-8b3e-ffcd6c21c65c · outbound

This paper cites Injecting numerical reasoning skills into language models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Injecting numerical reasoning skills into language models

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.297443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:12c226de72fe6a6f0b548e1dee734ba1fb308fe5816156e17f4d68a87967f2da

Observation 963ee22a-7b34-4545-aaad-55bb8e8d5d34 · outbound

This paper cites Injecting Numerical Reasoning Skills into Knowledge Base Question Answering Models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Injecting Numerical Reasoning Skills into Knowledge Base Question Answering Models

Reference 79

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:11:16.519355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:b1667823f3ef0f5a66149fc0aaf74809a39394bbacb3987ca45627bba3d9b8b7

Observation 01a6bec6-f46c-4cd6-821c-a89df6fc6db7 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 80

Resolution
verified exact
local_arxiv, observed 2026-05-12T00:11:16.644892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:984827df5d2c4214f143f66db11413ef1fab9b76f0a2bdaedc37f8d244b4a9f5

Observation fbb2cf66-4c42-4ef7-9cb4-dff6dca0bb96 · outbound

This paper cites Let’s verify step by step.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Let’s verify step by step

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.138699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:ead7b43f9b5b375bf3d2a3e2788b5c45de12d0c6984b48794483e51b343276b8

Observation 5bd4583d-dd04-490d-aa54-0767f13f461a · outbound

This paper cites Incentivizing llms to self-verify their answers.arXiv preprint arXiv:2506.01369, 2025a.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Incentivizing llms to self-verify their answers.arXiv preprint arXiv:2506.01369, 2025a

Reference 82

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:11:16.613306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:5f1deb3f3d79c676e495e90ad672f711ddc362acfcf1758c9f43d4501806104d

Observation 4221c4d4-7f21-4061-b3e4-119be7afa316 · outbound

This paper cites Sets: Leveraging self-verification and self-correction for improved test-time scaling.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Sets: Leveraging self-verification and self-correction for improved test-time scaling

Reference 83

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:11:16.629128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:b7b8af6e5e097c806296edea78592cea1a63db3b898e93c7e4db50973a55e3c6

Observation 9cccdb1c-6979-4cbb-9ba4-25c7149f5db8 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Tree of thoughts: Deliberate problem solving with large language models

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.291248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:9ac2cd812832bb0bcb03089c34bae4809a6b3de62798e921cdbc4923a4b1889a

Observation 033b4254-7c27-4857-af3e-4bc6e0582faf · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Training Verifiers to Solve Math Word Problems

Reference 85

Resolution
verified exact
local_arxiv, observed 2026-05-12T00:11:16.635486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:dd2c1bbe9e4fffd9106899d2bdc8f1121a745de78375d86b6ce9428bf8da2748

Observation 3471c095-e371-43aa-8a02-01e23abc99d3 · outbound

This paper cites NaturalProofs: Mathematical Theorem Proving in Natural Language.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning NaturalProofs: Mathematical Theorem Proving in Natural Language

Reference 87

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T00:11:16.536339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:09dad88f5eb94d490098ca3f79d2c6427762e9cb21cd58fde1da3632fc584bb3

Observation 422db16e-2292-4e12-9253-9d200786756a · outbound

This paper cites IsarStep: a Benchmark for High-level Mathematical Reasoning.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning IsarStep: a Benchmark for High-level Mathematical Reasoning

Reference 88

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:11:16.559555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:143ea5bc4d1df01ced34c5f5c8d84322b69ccdda0de7b5d5fc13a98b8115a0c5

Observation 216fdaee-999b-4145-9a4b-2c40963a468c · outbound

This paper cites Lean workbook: A large-scale lean problem set formalized from natural language math problems.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Lean workbook: A large-scale lean problem set formalized from natural language math problems

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.294348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:2ff638352e6697498998c12be1932ac27adf9dd506be8078603c00ddc5e06156

Observation 6e85d79b-3576-4431-b583-f9f916b829cb · outbound

This paper cites ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics

Reference 90

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:11:16.455803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:a1d235e6330d6378352cb570fec1d4d37f7634adce673e80e60578c2e9ca944c

Observation 1971acd4-14b6-4ef7-9fba-fc82c07245d2 · outbound

This paper cites LEAN-GitHub: Compiling GitHub LEAN repositories for a versatile LEAN prover.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning LEAN-GitHub: Compiling GitHub LEAN repositories for a versatile LEAN prover

Reference 91

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:11:16.498937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:8e44a7f0643f7726056c385fdcd58b7fc2a54aa937f3ae139ebf3ebe91d7c920

Observation e04b7193-096a-40c9-ad02-0315eb3446f5 · outbound

This paper cites Lean4physics: Comprehensive reasoning framework for college-level physics in lean4.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Lean4physics: Comprehensive reasoning framework for college-level physics in lean4

Reference 92

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:11:16.475353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:429e2f270c385362731974559987db7cdf38067fd0bb8dc2af2631124622fbc2

Observation 1c1dc5f8-1d79-45ce-8e70-847339c6715d · outbound

This paper cites Wolfram,The mathematica book.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning Wolfram,The mathematica book

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T03:03:28.131485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:72eb12393f6ecbfb7edf74e53d4480c691dfe1803de51f06459556e128722f4c

Observation d5803996-a762-4e79-9d8e-0b14a5675a50 · outbound

This paper cites FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models.

Rethinking Wireless Communications through Formal Mathematical AI Reasoning FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models

Reference 94

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T00:11:16.771351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-07T15:42:24.167986Z digest=sha256:0601c5f07d29bf09bf68e3caa7494deadfa1838482ab6cf463beeeaa06bc81d9

Pith citing papers

No inbound Pith citation observations are available.