Paper Citation Record · LEDGER

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs

As of 9 August 2026, this Paper Citation Record lists 100 of 158 outbound references and 5 inbound Pith citation observations for arXiv:2502.07942.

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

pith.paper-citation-record.v1
2502.07942 v2

Coverage vector

measured 100 of 158 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:24:44.456816Z

measured 105 of 105 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:15:57.065408Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T17:08:42.977924Z

Reference resolution

100 of 158 outbound references displayed

verified exact0
verified fuzzy2
unresolved88
parse uncertain10
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f077500-5047-4cb0-b1c7-2b76f3e5b65f · outbound

This paper cites "emma. lopez@gmail.com.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs "emma. lopez@gmail.com

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.708126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 617e9cdf-db93-4b7a-bda2-9fc6e987555c · outbound

This paper cites Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.551212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7b9f1bd-98be-48da-83e4-efcea774294d · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.715781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 036107fa-9f47-4314-9a60-a436126ed4c6 · outbound

This paper cites A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.560860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff6f10dd-2725-48cc-8593-dcdc52a92d4c · outbound

This paper cites AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.572851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b17abec9-dfd7-4d7f-acf3-be8e8378b009 · outbound

This paper cites black speaker,.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs black speaker,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.610673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a27e1dd7-36b0-4e38-8910-3257543ed183 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.755567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 950c42ca-a142-4351-a4ab-bf6f4d8ee702 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.712075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92917944-4602-41a0-9878-e48d16762006 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.719795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af163866-96e8-4d4b-bd8d-11bfb456ec07 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.723940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f743c601-8569-4c2c-aba4-88cab40cfc45 · outbound

This paper cites model 's inner monolog.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs model 's inner monolog

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.727711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86110622-60ad-4589-8be4-ebae0cb20741 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.732105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71bb23a1-2e16-487d-b601-5eaecefb3bca · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.736012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2df5734c-b82f-4951-a844-940c65d105e0 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.739992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e781f0a5-65a5-47e3-bb24-391c7b2b1880 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.743861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8100851-ffd5-41b2-8f6d-e94cbe62d993 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.747373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c7e9ef-7821-4f02-afd7-b2865bc3e71e · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.751713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75a89dae-fa39-4539-9187-8d85ee981eba · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.760165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ad33605-a197-45b1-8dd5-154774943604 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.764500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6555886-e51f-4439-8aba-7051983ea978 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.769625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 777e9b17-e087-4db0-b150-bd8c52372773 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.773789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23d84fdb-4594-4919-8e49-7fba753daf67 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.777762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 573bfeba-6275-4863-ac8f-0b30ca4b5ee7 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.782132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ff51afa-c395-4961-b123-a11126f75992 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.786090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1b88617-5deb-467f-852d-3d96c53c6541 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.790559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58443a7d-649b-4fe6-9bab-b6f6bade4aa4 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.794745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6e6a660-5aea-4146-ae1d-9bf3be4bb8f3 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.798822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5ef596c-a524-461b-a8ea-3d2df4f5a0d2 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.802921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 898f0555-259e-4c57-b9af-2bfa312bb8d4 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.806965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e5b03b1-2671-4971-a56b-63c8ba2db204 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.811160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe4ce363-fcbc-4537-b289-99f7ba9ea657 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 40

Resolution: parse uncertain; no resolver link, observed 2026-08-08T11:24:43.815143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1046128-6460-4bf3-a8fe-1dc27c083a34 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.820003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a31816d6-855d-47fb-8e50-f7000c76919f · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.824543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89ef36d2-3bd5-45c7-b855-7fad818b9eb7 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.831232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60358022-5673-41b9-8909-01e002443db5 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.849984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efc1f367-18b0-4525-a192-725bb6dab24d · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.870436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ef04311-812e-49f7-ac7e-7dab849714ab · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.881607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4145a6e6-faf6-4ae4-b1ec-a13509c1b909 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.902624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d48c73a-ae65-43cf-87ba-647161b70de5 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.923075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22120d43-2400-4c50-ba1b-c85b68811ce2 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.938834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc4c92dd-70ad-4130-8261-0cc4d5c14074 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.960351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8002c35-28f7-45a5-b759-ff8f5f98048a · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:43.980782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e726f827-4178-4af5-8494-6cd02dc3d3df · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.016430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 783cc02a-8819-4795-b78b-d0b471d02ff0 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.071113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36183de7-0f97-4321-b6a0-3712ddbe3371 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.101355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 956ebfd2-9c2a-46ac-8a61-de83f1726bee · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.106893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8708be2-fe50-4c97-bfbb-e1b2b3368c70 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.112169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 417e832b-1403-407c-b97e-3e7b3ba24179 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.116910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df565c64-53a7-4094-a337-7520351b30cb · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.123049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 647583ea-7280-488f-aa39-0c160d43d863 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.127313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b23ec01a-00c4-47f6-9407-9e80f0d0ce75 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 60

Resolution: parse uncertain; no resolver link, observed 2026-08-08T11:24:44.131115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30d4dd7e-ccc1-4191-a6d0-2a1849589b84 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.134479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7327f72a-f6ad-49ca-a115-3696f2dff2eb · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.138528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69e61204-34b5-4d22-a5cb-4151d7b574df · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.142078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29248268-e639-4d14-9f0e-adbba29213e9 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.146553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18643d0b-8abb-4033-8558-64334a125a4c · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.151044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0a7dc5a-dfdb-4afe-be62-0cd9cf22494c · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.155421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26132bd3-4bb8-4602-87d3-ae64c6242fa6 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.159469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab302d00-1c73-410e-8c49-92a7e3457db7 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.163184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 494c2a95-e042-4171-9a84-353628f7fdf2 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.166640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 642c073b-d97b-44bb-94ae-07a9e2ff77b2 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.170542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cacbee0e-9cfa-4e1d-a221-8219345f41ea · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.174722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c150dc1-1ebb-4ad9-9c97-a4c5bad3ded8 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.178949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e117fad-e0dd-4aca-992d-f5df896ee09f · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.183050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc2caab-bbec-47d0-82b4-ef4047c4d279 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.186695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60b01087-f9c1-4d25-99d0-12e09ce2fc4b · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.192103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c450566-6cad-4a9c-b638-eded69d2472c · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 76

Resolution: parse uncertain; no resolver link, observed 2026-08-08T11:24:44.196794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e68af4a7-250e-4520-a29a-9aedd4dfba2a · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 77

Resolution: parse uncertain; no resolver link, observed 2026-08-08T11:24:44.200674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80d4aed4-825c-4867-982d-5ed9eef96b33 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 78

Resolution: parse uncertain; no resolver link, observed 2026-08-08T11:24:44.204536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d54de376-445b-4f9e-8948-4d0c718a972b · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 79

Resolution: parse uncertain; no resolver link, observed 2026-08-08T11:24:44.208560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deae25a9-c924-45b2-9c64-44754f85ec30 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.212484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24d59c40-2b5b-43ae-91fb-72fa0feabea4 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 81

Resolution: parse uncertain; no resolver link, observed 2026-08-08T11:24:44.241290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20e89bbd-47a7-4b72-bd02-fbe456abb924 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 82

Resolution: parse uncertain; no resolver link, observed 2026-08-08T11:24:44.284650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e432333-45b7-426c-84e5-f7b2575140be · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-08T11:24:44.316216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37abfc33-73fd-45bf-9363-2df8de0ac25d · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.652784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c227a90-fd0f-412f-a7d7-b43adc52e769 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.640613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2d74d5a1-0708-46f6-b5b4-12ddfc84f241 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.627837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d2f0e877-2a10-46e7-98ce-dbd2b3f118c7 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.615913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 72ad7899-ac48-4bd9-9791-066716fd93fd · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.604304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 57861322-a8e0-48ad-8c6d-aa6ab2cadd5c · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.593074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 986ced46-bf73-43f2-9fdd-81003d5f3f72 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 90

Resolution: parse uncertain; raw_fallback, observed 2026-08-08T11:24:45.582281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 05c10de1-e2ef-4ee5-b3e5-1338560a6f15 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.571624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b211a188-5bfb-4038-ac37-dc963fb79444 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.560902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9f023231-1a12-4422-8655-9ffc39893542 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.549932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e9ffedb-2b62-4a38-a55f-9ee90e047ca4 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.539794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 47494513-4cd3-4e59-b8bb-c6567b0e285b · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.530147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5a99317a-d5e8-44fd-b3cd-6b8a23bf19e4 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 96

Resolution: parse uncertain; raw_fallback, observed 2026-08-08T11:24:45.519138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a9559d94-eafc-4d00-89cc-0f780fdd98c6 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 97

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.507916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be4907fe-d6c2-4874-b171-db9aae80aaa0 · outbound

This paper cites Hmm...",.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Hmm...",

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:24:45.496659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 326b783c-b635-4fd5-b43b-7c862532e454 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 99

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.485479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1bdbc860-bf8d-479b-8eb0-356d69fa3d86 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.474447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d2fe6f40-6627-46ff-801c-ce37b2d5bce7 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 101

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.462624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ab95c7b1-ae52-485f-ac43-4844d306e93e · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 102

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.452138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 936262af-5ca1-4f80-8174-fb20658eefb7 · outbound

This paper cites This aspect leads me to consider.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs This aspect leads me to consider

Reference 103

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:24:45.442093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c0a7a7ac-c3b3-4fad-b857-64602fbcd4b1 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 104

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.431209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1f053036-c835-4852-91b1-58f35a80f6d3 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 105

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.420572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 01984ddd-4c78-4d8a-bfe6-855b6d100860 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 106

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.409870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 08c736e8-2cc5-45a3-ba29-42dbcd4b2af7 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 107

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.399293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3a759f58-698c-4d02-8475-6f6f57651afb · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 108

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.388578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ca83a3cd-98ad-4821-8812-d098d9d4da35 · outbound

This paper cites an unresolved cited work.

Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs Unresolved cited work

Reference 109

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:24:45.377721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 7930437f-237b-416d-bf83-4ad17b07d7e9 · inbound

Large Language Model-Brained GUI Agents: A Survey cites this paper.

Large Language Model-Brained GUI Agents: A Survey Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs

Reference 300

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:08:27.952062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b54f4ffa-4b51-42ca-a590-8d37a2fd7e8b · inbound

Coding Agents with Multimodal Browsing are Generalist Problem Solvers cites this paper.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:57.065408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e4c3a1a-8f5e-4dab-8277-e5e7ef31774a · inbound

Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction cites this paper.

Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T05:27:49.954653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3ece94-cc32-4055-bf0d-1cf4be7b8fda · inbound

Cognitive Duality for Adaptive Web Agents cites this paper.

Cognitive Duality for Adaptive Web Agents Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T23:36:22.988970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a76fec-237c-4efc-913f-278b4d0b89ca · inbound

From Question Answering to Task Completion: A Survey on Agent System and Harness Design cites this paper.

From Question Answering to Task Completion: A Survey on Agent System and Harness Design Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs

Reference 255

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:08:42.980029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.