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Paper Citation Record · LEDGER

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents

As of 9 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 2 inbound Pith citation observations for arXiv:2502.04392.

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

pith.paper-citation-record.v1
2502.04392 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T01:02:19.477741Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:44:28.320095Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:45:49.080583Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved47
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 62164c82-6423-4845-889b-8833a4d9438d · outbound

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

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.210172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.210172Z digest=sha256:11623d6cb035deaf2904f24cb71f5207f3d5f21236086d39f6fae47b1261516e

Observation a03f60d3-0f7e-4246-ae0b-929c4095ec8f · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.216281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.216281Z digest=sha256:96ff8caeb7a8fc704450358d295a92b5b78cd37e4db89c0f6557886c532ab48c

Observation 528cacae-8a35-4936-b4e4-0c510f431596 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:02:20.585069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T01:02:19.221598Z digest=sha256:87ec0e5de9957715aef03252f915030abc77f9901ab3f76246d61517ab27f4e2

Observation ef5406fb-7395-47bc-bf72-7796b35ea779 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.226809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.226809Z digest=sha256:d6b112f8029cc29ccc586756849052ccbccaa1d167abde749941081b68cd539f

Observation 5901fe6c-b686-48a0-a459-300f9eaf4ee2 · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.236379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.236379Z digest=sha256:73c1f09b37dc888f9dcd419e6e36c1a4d1b5782be5c0f716fe55330d2407d550

Observation 27bc690e-cb5a-4c72-81d5-0fed5c7448a4 · outbound

This paper cites Octo-planner: On-device Language Model for Planner-Action Agents.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Octo-planner: On-device Language Model for Planner-Action Agents

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-09T01:02:20.188256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T01:02:19.241798Z digest=sha256:b65f89f545a40d08a55e04f90a382dc1090773d6441fb68d5f22a4bcdb9b0fc5

Observation f1baf88b-316a-4a56-b84c-e1f466b2a523 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:02:20.537166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T01:02:19.246630Z digest=sha256:4633ee3e69dfde1c5d1d7b106c745258ba4e83bc81ba6464b268f6c7bc9cdc64

Observation fea04baa-65e4-40a7-97c2-9dd2cfc5b40b · outbound

This paper cites A Survey on In-context Learning.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents A Survey on In-context Learning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.251718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.251718Z digest=sha256:3feab6389a8dc2ba9bd5facd4afc0ff0f854942594a661aa2c0734d7077d55d9

Observation 2f767bcd-0be4-40e8-a169-316301938ca4 · outbound

This paper cites DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.256104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.256104Z digest=sha256:33d237fa396db83ecd2208be420bfe8f27b35480a5ea94da4cf3e4fe033edf41

Observation 2e390853-fa8a-46ef-8a84-866db3d2ce56 · outbound

This paper cites The Llama 3 Herd of Models.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents The Llama 3 Herd of Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.260823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.260823Z digest=sha256:95eafb05861594a41c47a2077a1bc21a8e185a68722d38234180b5d0c13dfb35

Observation fca88e1a-7c36-431f-b4b8-aa836e726a6a · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.265799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.265799Z digest=sha256:8ea23ba57382bcedf29f39d4e1a43af2255acc8f29d52e565dc15e1fe80b63b8

Observation f6bc0926-d98c-4d00-a4f4-6022a886f6da · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.270508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.270508Z digest=sha256:8642e3c0941c44e39adcae826b73049ca72e55bef2228f6f322a33e98cdabad9

Observation 97d15c5e-8a15-45ac-8972-75ed37be2e8f · outbound

This paper cites Language Model Cascades: Token-level uncertainty and beyond.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Language Model Cascades: Token-level uncertainty and beyond

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.275090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.275090Z digest=sha256:b4c62e86fac0689aba72045829174ccc2a024da9e9962d54e49eb57bd61e4977

Observation a9742e68-91fa-4157-a395-de0aa94bd70d · outbound

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

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Measuring Mathematical Problem Solving With the MATH Dataset

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.280084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.280084Z digest=sha256:0aefd9163ad942c25275a597f36d71fb5b7587760fe8f2491edb122ffd514da9

Observation cde8f34c-ac64-4c5a-a216-df589cdb6779 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.285550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.285550Z digest=sha256:72ad8e90c0fed9d8529cb1e716f553337ec0b0e4d1b6d069b6fa5e8c861e4595

Observation 832ec321-289b-4b07-bf1b-798adf7b81b4 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:02:20.495093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T01:02:19.296506Z digest=sha256:49dc02f70fdcfa9cfb353f4aabe988770c4abb8c72e99481938dc5d867d43e55

Observation 0c263c77-5be3-4ced-b601-ad79d54335d7 · outbound

This paper cites Decomposed Prompting: A Modular Approach for Solving Complex Tasks.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Decomposed Prompting: A Modular Approach for Solving Complex Tasks

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.302714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.302714Z digest=sha256:d01218c69f629807d7fb42c90c3d6a644774493180919a259be6991a4bc9e658

Observation 57815fbe-89f1-4f06-b83a-567289d168fb · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.307900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.307900Z digest=sha256:75074c65e73f96ee528db1727db34d1dad6f9854636414881facf821ddbf5699

Observation e210e992-a64a-42c3-807c-8790774b58dc · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.312602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.312602Z digest=sha256:1e998044642443b55a638bc3f5ce70b57749114aab158bbc014823a5252e6bd5

Observation fee51cf7-fbfb-4420-9e36-32690eb1050b · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:02:20.455254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T01:02:19.317171Z digest=sha256:3cbe58c67bf2dac9e105f1ebdabe344ca9d436310a3db1070f47ed5ba3ec54a5

Observation 5eb93cb7-5975-4222-822c-9fe20581e9b8 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:02:20.438879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T01:02:19.321759Z digest=sha256:c536490d6d1358b4f5dcf9a6e72636a73e155548dd526368409dd724f0aa091a

Observation 8874f7eb-5f60-450a-8324-84beac356074 · outbound

This paper cites Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.331496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.331496Z digest=sha256:332402b6a3d927a72cf81e576ba5b08d26a5b0fdda182e50f70e1fc640b59d16

Observation 4a43b4f0-a34f-45f4-8e63-f5166eb52386 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.336355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.336355Z digest=sha256:f90438c219494e9edab76b9ad08d319d603a2483d8ce0ad26634cd7fc63d2f55

Observation f613f5a6-6e4f-4e79-a58c-ca34deacc0d8 · outbound

This paper cites LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.326713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.326713Z digest=sha256:cc29be0d0593eb7393686d4928b207e2892e5eadde5158a4f3b354d83ec391b7

Observation ac0fbba7-2344-495a-9eee-f697900bc646 · outbound

This paper cites CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.347716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.347716Z digest=sha256:b754db7df52737f09026b6172935a83f897cdf6cf0e78451666038252085fb53

Observation 28674321-d89a-4c69-b3a8-8b03abd96192 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:02:20.403400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T01:02:19.353422Z digest=sha256:41925a64580805d453604da9e626f13545b98bdcfd8e6f60edbf3e2db9f27478

Observation cfcda5f3-4cfd-436c-aebc-ae509d71dbea · outbound

This paper cites Small Language Models: Survey, Measurements, and Insights.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Small Language Models: Survey, Measurements, and Insights

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.341794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.341794Z digest=sha256:2ccac133188ca05ed5d396ac7b1d8a5509c814d75c9ecb65953ec920c6f68a72

Observation 2686c96a-6b9d-420b-981f-daec323a0437 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-09T01:02:20.360411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T01:02:19.365081Z digest=sha256:3d42dfd020ed803787008a725e9f7d8c602e446f6b9dcff0c44165c4f0e5596a

Observation e608b78a-7ca3-4978-bfe2-555231d61ff0 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.370246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.370246Z digest=sha256:8345c7b44de08771f09e3c6576c9f2fe7fb433c20cff4567188f10394ca91adf

Observation 54deb379-f5d4-44ff-ad95-5a9476a65164 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.360198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.360198Z digest=sha256:a2556122529356e38d91a330664f6be796100bbc720676a21e83ef0afc98e125

Observation 33178f74-042d-4c31-b71e-4b62539eab73 · outbound

This paper cites Synergy-of-Thoughts: Eliciting Efficient Reasoning in Hybrid Language Models.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Synergy-of-Thoughts: Eliciting Efficient Reasoning in Hybrid Language Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.380829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.380829Z digest=sha256:0c4f0b061cc2815bd8aef9722067272db848b21a77a95796348b52a973ad3b53

Observation b3c12aef-9643-4bc0-8be0-ae50ee493a5c · outbound

This paper cites AgentSquare: Automatic LLM Agent Search in Modular Design Space.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents AgentSquare: Automatic LLM Agent Search in Modular Design Space

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.386935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.386935Z digest=sha256:51d9bd940217c77e50faa3dbb307f879227c02a257fccf48197d3f6b4f2dd469

Observation c9916cad-95a3-4273-9233-aa98e5b12377 · outbound

This paper cites Programming Puzzles.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Programming Puzzles

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.375317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.375317Z digest=sha256:451cba9fdc805f621469a7a2c19b89ccf0cb5c7b254019b2cc87bd3b367092dc

Observation 596ca3d7-10b8-4798-9702-f428fde0a471 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.399405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.399405Z digest=sha256:1cf796e3b20e11a2377a6f6e5e8a3fb62bcb6f35abff7e3d41082f0c860c7aa9

Observation 46248b95-71b1-4ab9-91f2-944639fb2a48 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.404164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.404164Z digest=sha256:7c118c469f7b9869c72e1dfc87f590bc898e635a1f50c972f4dfca3314f54c8e

Observation b27c4fe6-fe2c-4a42-9a73-d057e631cef1 · outbound

This paper cites Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-09T01:02:19.394444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:02:19.394444Z digest=sha256:aa1d2063360816db2539e185ea8828d78072854ecdcc3e0d939d05278fa4b547

Observation c99b7ce1-a125-458e-bd31-c72c367de52c · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 37

Resolution
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no resolver link, observed 2026-08-09T01:02:19.415735Z

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Observation 5688c317-392e-4d98-a405-061905ab47bd · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 38

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Observation 86a93d51-66e3-469e-99d4-d431211b0161 · outbound

This paper cites CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

Reference 39

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source=pdf_text observed=2026-08-09T01:02:19.409133Z digest=sha256:8d7ea469f53665c9be4cb99ecb89084e31e3e2fb7472b98c5f0a300e90ea41e6

Observation 187296a2-a40a-4e76-b766-abf53b6b6653 · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 40

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Observation e0659a2c-8017-47c3-a434-522e4b0233ff · outbound

This paper cites A Survey of Resource-efficient LLM and Multimodal Foundation Models.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents A Survey of Resource-efficient LLM and Multimodal Foundation Models

Reference 41

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source=pdf_text observed=2026-08-09T01:02:19.454984Z digest=sha256:3c07faf6a35c65e1272c9520c7c4aa6387f506e2965d75af80bda2db5f914c76

Observation 8ec11f46-66f3-4d65-b002-4493cb90e6ae · outbound

This paper cites an unresolved cited work.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-09T01:02:19.461107Z digest=sha256:f1a1871815f92c1cde50f423266ff047dc9ed1b5bb50a5af89b9970e19c7e63f

Observation 883c1d5a-a2c3-4d38-9323-5d984db3b424 · outbound

This paper cites Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Reference 43

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source=pdf_text observed=2026-08-09T01:02:19.435666Z digest=sha256:74ee528b978732ca449fb5e1fe2be37fb245ab3c73c454aab533ebbe6a40cf50

Observation 0bb85bd5-d7cc-495e-8f0a-7e9794f29387 · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 44

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source=pdf_text observed=2026-08-09T01:02:19.472243Z digest=sha256:6bea9ae1f32c379c58818683c2db0404dfe7ac4a2d2484764764c78257e89a75

Observation 1f10fa3e-608e-465f-894e-a10b3ce12f02 · outbound

This paper cites On-Device Language Models: A Comprehensive Review.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents On-Device Language Models: A Comprehensive Review

Reference 45

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source=pdf_text observed=2026-08-09T01:02:19.447245Z digest=sha256:424cd453a9e9f0314f20debfbd96148a1a80b73ceb758312c0aba07f5b192eb6

Observation f4b14d18-90ac-4536-86ca-5ac347dc5518 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 48

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source=pdf_text observed=2026-08-09T01:02:19.466771Z digest=sha256:2784628b1ad6e91d441ac10af6463f3297ba7a35bbb913d8b0b4705f381d0ea6

Observation 56d9eee6-90ee-416c-ac10-ac54a2ac5b77 · outbound

This paper cites Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN

Reference 50

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source=pdf_text observed=2026-08-09T01:02:19.477741Z digest=sha256:337654e6b7603e60131b813c3c00f8d1d550d6daca124d30ef98ccf28adc8f06

Observation 5fd8420b-bf1a-4664-951f-59e8a9fb20d4 · outbound

This paper cites Emergent Abilities of Large Language Models.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Emergent Abilities of Large Language Models

Reference 2022

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source=pdf_text observed=2026-08-09T01:02:19.422471Z digest=sha256:848cffa8088b4613ffc1c65a733d25a42ca45e43a0529e1c0c576635e3ae6516

Observation d4489262-0e48-49a9-b1e0-08901c5a0712 · outbound

This paper cites Scaling Sentence Embeddings with Large Language Models.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Scaling Sentence Embeddings with Large Language Models

Reference 2023

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source=pdf_text observed=2026-08-09T01:02:19.290688Z digest=sha256:30a955aef5148a3dc170a21fb18dd53f33e9dea6d7813a9142762ed72d4bee1d

Observation 10151ef3-ed88-42a4-9c34-4e76bbb37f6c · outbound

This paper cites In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining.

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Reference 2024

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-09T01:02:19.231459Z digest=sha256:084a53014614cbca2dc57731905026fa2bd28183f25716d0d14a477268b89715

Pith citing papers

Observation fda44509-cab7-43b2-9103-5c371ad06f07 · inbound

Get Experience from Practice: LLM Agents with Record & Replay cites this paper.

Get Experience from Practice: LLM Agents with Record & Replay Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents

Reference 67

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source=pdf_text observed=2026-08-07T14:44:28.320095Z digest=sha256:7843e2e2ed4ac4a7a3800fdfe0bc92476b6617f594f13d000996d80fc6df7ded

Observation 920d04da-6072-4aa3-acf8-a35fc91dddfa · inbound

Federated Learning-Enabled Hybrid Language Models for Communication-Efficient Token Transmission cites this paper.

Federated Learning-Enabled Hybrid Language Models for Communication-Efficient Token Transmission Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents

Reference 3

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local_arxiv, observed 2026-08-06T21:45:49.172649Z

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source=pdf_text observed=2026-08-06T21:45:46.368186Z digest=sha256:fee9d90a44959d2f7d480770c013628674e491800a94e0c74589e386ca9049ce