Paper Citation Record · LEDGER

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating

As of 5 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 1 inbound Pith citation observation for arXiv:2606.07074.

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

pith.paper-citation-record.v1
2606.07074 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T22:54:44.329613Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T15:12:55.711751Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

74 of 74 outbound references displayed

verified exact12
verified fuzzy0
unresolved47
parse uncertain1
malformed identifier0
metadata mismatch14

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5bf74fe5-ff73-4ba7-83cf-5024ecf73bde · outbound

This paper cites Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T16:17:08.719104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 25f6b5d4-eefd-4e80-9596-a3a687676641 · outbound

This paper cites arXiv preprint , year=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating arXiv preprint , year=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39a04c05-c820-4433-bb16-47b878c1c6f1 · outbound

This paper cites Redsearcher: A scalable and cost-efficient framework for long-horizon search agents.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Redsearcher: A scalable and cost-efficient framework for long-horizon search agents

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:17:08.707682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d5ea0b72-4abb-43b0-9dd7-e93dc0b58ffa · outbound

This paper cites 2026 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2026 , eprint=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

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Observation 5d082420-9ea2-4782-8e1a-9b93197b14d5 · outbound

This paper cites Trends in cognitive sciences , volume=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Trends in cognitive sciences , volume=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3385bd01-37da-4c78-8fe7-45aac4978f0c · outbound

This paper cites ToRL: Scaling Tool-Integrated RL.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating ToRL: Scaling Tool-Integrated RL

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:17:08.740016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4c9f3de3-143b-4979-9637-887c9ed95e1c · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc8eaec8-3ae0-4b44-8108-681acb3bbfce · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , year=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , year=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab72918b-1abd-4887-a64c-47f42760e870 · outbound

This paper cites TaskCraft: Automated Generation of Agentic Tasks.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating TaskCraft: Automated Generation of Agentic Tasks

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:17:08.737126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 01ba6e2f-8fe1-4855-aab0-0060589cd9f4 · outbound

This paper cites Beyond ten turns: Unlocking long-horizon agentic search with large-scale asynchronous rl.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Beyond ten turns: Unlocking long-horizon agentic search with large-scale asynchronous rl

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:17:08.732382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ee7f0890-d191-4cfe-b732-a9355bba65bb · outbound

This paper cites MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:17:08.710767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7b02dcca-b0a2-4f0a-8ed2-012566e937b5 · outbound

This paper cites WebDancer: Towards Autonomous Information Seeking Agency.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating WebDancer: Towards Autonomous Information Seeking Agency

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:17:08.729780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ee6a4d13-c4fd-4b38-a583-a5936563d055 · outbound

This paper cites doi: 10.1038/s41586-025-09422-z.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating doi: 10.1038/s41586-025-09422-z

Reference 13

Resolution: verified exact; doi, observed 2026-06-27T23:01:22.107218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4925feed-e602-4644-83d2-3201ffcfa204 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd9bec42-f6ed-4cfc-9988-1e819b5c3672 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2c7cd9c-ca6b-4380-b57f-4aed753d4bfa · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c978315a-4a13-4f73-ac16-bbb72ec13873 · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17732dca-ab76-4268-a0e2-799b141b185f · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bae48c2a-7100-4262-9a63-161b23b38da6 · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9197fffb-6870-481b-978e-0b02f7521110 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

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Observation 19e1f1eb-2c4b-417f-9a41-4dbfd584d166 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

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Observation caac57bd-237e-4d05-8fc8-7b0ac975a9d3 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Observation cbfd8b78-3e45-449a-b8b2-29b7faebdb4d · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

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Observation 0d43f80e-5b5a-407c-803c-e9cbbef7b2d0 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Observation 93ff7c24-9b8a-4fbf-b6cb-08bb9b7779c9 · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Advances in Neural Information Processing Systems , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Unavailable: canonical work link unavailable.

Observation 1fbba788-1193-4e2b-82e7-36485fc5cc40 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 110055a7-bda9-489b-94af-99ff72a2b1f0 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

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Observation 18fefb7f-93e4-4f8c-b90f-f45244dcac87 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

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Observation 4683d56d-900d-4032-9ace-2cdaf5bb3c72 · outbound

This paper cites 2025 , url =.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , url =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

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Observation 444ccf6c-c402-4abd-804b-4985c5ea6eb3 · outbound

This paper cites 2025 , url =.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , url =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bddaa661-b05d-4922-9040-d4efc50637f7 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c56ef6a5-1e04-42da-b493-e497cbde8fc8 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faca24fc-9b20-4714-a9f8-0dc51a85b95e · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ade667e-2d65-4bf0-b6d4-400f8762b65c · outbound

This paper cites and Zhang, Wen and Chen, Huajun.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating and Zhang, Wen and Chen, Huajun

Reference 34

Resolution: verified exact; doi, observed 2026-06-27T23:01:22.110079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a7e05b02-3576-4203-a281-de450fad5b1c · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 35

Resolution: parse uncertain; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9222df81-e6b8-4665-9328-3c67cc35938b · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad29ad89-8557-4c0b-b973-047e8efdba5a · outbound

This paper cites Token-budget-aware LLM reasoning.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Token-budget-aware LLM reasoning

Reference 37

Resolution: verified exact; doi, observed 2026-06-27T23:01:22.111248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 92049b63-ad95-4395-a491-30a6baffac18 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

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Observation 91dc4761-d59f-445a-9aea-a88a31ac75ff · outbound

This paper cites Brevity is the soul of sustainability: Characterizing LLM response lengths.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Brevity is the soul of sustainability: Characterizing LLM response lengths

Reference 39

Resolution: verified exact; doi, observed 2026-06-27T23:01:22.113281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation df106c8f-2f29-4dd8-abda-f3fd7e40e2c5 · outbound

This paper cites CoT-valve: Length-compressible chain-of-thought tuning.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating CoT-valve: Length-compressible chain-of-thought tuning

Reference 40

Resolution: verified exact; doi, observed 2026-06-27T23:01:22.115514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 03a4eaf5-a9f0-4683-90cd-082263815835 · outbound

This paper cites Self-Training Elicits Concise Reasoning in Large Language Models.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Self-Training Elicits Concise Reasoning in Large Language Models

Reference 41

Resolution: verified exact; doi, observed 2026-06-27T23:01:22.099913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bfee271f-7c57-49a5-be48-63e0c87d9901 · outbound

This paper cites Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models

Reference 42

Resolution: verified exact; doi, observed 2026-06-27T23:01:22.106291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 06f395d6-d57a-4e57-8819-791e80f6d5a2 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Observation 50f8c244-2307-498b-af7c-c1cdf8d833f7 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Unavailable: canonical work link unavailable.

Observation 9e21b46a-7ca2-4a3c-b52f-a8158b4641a2 · outbound

This paper cites C oncise RL : Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating C oncise RL : Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models

Reference 45

Resolution: verified exact; doi, observed 2026-06-27T23:01:22.104385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6f292445-963f-4ea4-a6d1-4e6a4788ec8c · outbound

This paper cites 2023 , html =.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2023 , html =

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Observation 4cfaf380-a995-4355-8adc-d282437a9339 · outbound

This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 47

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 22127b60-022b-4647-b48a-31b2af738b4c · outbound

This paper cites Humanity's Last Exam.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Humanity's Last Exam

Reference 48

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T16:17:08.720372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2e5d84c7-279a-4af1-8787-312be4ec6f9b · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating The Twelfth International Conference on Learning Representations , year=

Reference 49

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Observation 50a6a5c3-55a2-4ff3-bcf3-dafcede02eeb · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Observation d596a6b3-79d0-49d8-8192-96db61fbc598 · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Observation 830c66a3-ac68-4436-a60c-480f8380f8d8 · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 52

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Observation 7370c642-03b3-41dc-87c1-0bcc9a13f1cb · outbound

This paper cites 2025 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , eprint=

Reference 53

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Observation 21776ca8-b2b8-4b4d-8120-7898394546c2 · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Observation c2815098-0af8-4e58-9ac4-4a105db396ef · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

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Unavailable: canonical work link unavailable.

Observation cf913ed3-f3f2-41b6-bdb6-6792f99dce26 · outbound

This paper cites Machine learning , volume=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Machine learning , volume=

Reference 56

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36bb1f0f-8cda-4c08-88af-df86b168a2a4 · outbound

This paper cites Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search

Reference 57

Resolution: metadata mismatch; arxiv_id, observed 2026-07-15T01:20:48.939128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4c09d938-fcb1-48b2-865a-423e2a18bd28 · outbound

This paper cites ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:17:08.710917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cd5e4a56-d062-4aeb-a46f-f54a7a37b38e · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 59

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T16:17:08.724048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation effe22ee-5d3d-430c-9d47-f4a2d8eac63e · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 511843e7-68a0-41c7-9c62-111655cdc743 · outbound

This paper cites WebSailor: Navigating Super-human Reasoning for Web Agent.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating WebSailor: Navigating Super-human Reasoning for Web Agent

Reference 61

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T16:17:08.731950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3a18c2d4-a3c8-4494-9ab3-8735bfffab7a · outbound

This paper cites an unresolved cited work.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b60eba8-76ac-44e9-9eff-12c73a47bc3d · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 63

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2ddf3f0-2ca5-4636-8d72-ee5552eb22a6 · outbound

This paper cites Chain of Draft: Thinking Faster by Writing Less.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Chain of Draft: Thinking Faster by Writing Less

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:17:08.737281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation df781a40-c390-436b-8bba-b8a4bce0fda1 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 65

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba7afa63-9aa7-4075-bfa4-30461a37513b · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 66

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9b2f759-910e-4fb0-a6a8-1ff9d0254e77 · outbound

This paper cites L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-07-02T16:17:08.734755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2e2e3328-21a9-4567-ae07-33c59a1997db · outbound

This paper cites WebThinker: Empowering Large Reasoning Models with Deep Research Capability.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Reference 68

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T16:17:08.693024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f95c3587-0887-4e58-949c-5bd042eb236f · outbound

This paper cites Qwen3 Technical Report.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Qwen3 Technical Report

Reference 69

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T16:17:08.692863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 935b0911-fa4c-485b-b4e3-e3ab89f970a6 · outbound

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

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 70

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T16:17:08.690809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation aed3a9bf-ad39-4ad5-b8c4-046a3c8222bd · outbound

This paper cites Proceedings of the 29th symposium on operating systems principles , pages=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Proceedings of the 29th symposium on operating systems principles , pages=

Reference 71

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c0c62e5-b9c5-492e-823f-4dc744ca747c · outbound

This paper cites Proceedings of the Twentieth European Conference on Computer Systems , pages=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating Proceedings of the Twentieth European Conference on Computer Systems , pages=

Reference 72

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 084385a6-5428-49e3-834c-6d009be86dbc · outbound

This paper cites 2024 , eprint=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2024 , eprint=

Reference 73

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d97ab84d-5e59-4a72-b7bb-c38213e5a647 · outbound

This paper cites 2025 , howpublished=.

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating 2025 , howpublished=

Reference 74

Resolution: unresolved; no resolver link, observed 2026-06-27T22:54:44.329613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3805ba68-97ae-4d51-b76c-faf84d01ee4d · inbound

Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents cites this paper.

Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-04T15:12:55.711751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.