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Paper Citation Record · LEDGER

EvolveSearch: An Iterative Self-Evolving Search Agent

As of 15 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 9 inbound Pith citation observations for arXiv:2505.22501.

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

pith.paper-citation-record.v1
2505.22501 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:13:00.013811Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:46:06.512750Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T11:11:18.163347Z

Reference resolution

46 of 46 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved44
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 62aa1356-e2e9-4025-b9b1-0d361d28e6bf · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:13:02.640451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:12:55.315270Z digest=sha256:1a14427799e8b0d7a326e8132f52d25820ffceeb1201c5a04b87dea5830c9553

Observation 2f5b486c-3f15-42ee-8066-5e3bcf0cabab · outbound

This paper cites DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale.

EvolveSearch: An Iterative Self-Evolving Search Agent DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:55.546676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:55.546676Z digest=sha256:364a9eae0ea55f4ba1fd6d578dfb7645b6f4bec2e69a284e000861b70e4acc69

Observation 411d678e-32c9-41b9-9368-61f676c97869 · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:13:02.413033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:12:55.651764Z digest=sha256:90104251f7fdd7c372805caf82b943c109cc2aae8464a52e8b036499d0f33350

Observation 0681802d-5a22-4c6d-be0e-74446b3bc5d7 · outbound

This paper cites ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

EvolveSearch: An Iterative Self-Evolving Search Agent ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:55.774609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:55.774609Z digest=sha256:8a512c5577fcad4de0f3edd65e5eca4739e8eba531572157ed15a12d65fc425f

Observation 65ea67c2-b191-4599-b8a3-a49f5fa04125 · outbound

This paper cites DeepSeek-V3 Technical Report.

EvolveSearch: An Iterative Self-Evolving Search Agent DeepSeek-V3 Technical Report

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:55.912033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:55.912033Z digest=sha256:4e6d0228216badc3b74fcaff4a971a69c7cb30f9b32386f6f4e1988ba501590e

Observation 4d1f5cde-8b26-4668-ab9e-a4576523fe12 · outbound

This paper cites AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation.

EvolveSearch: An Iterative Self-Evolving Search Agent AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:56.022213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:56.022213Z digest=sha256:3acbd94bdfce6987c88047c55052527e12ee98abecf4f4158e6f4404dc6269eb

Observation 38f6946f-37c8-439b-a048-d1c8a174f764 · outbound

This paper cites Revisiting Self-Training for Neural Sequence Generation.

EvolveSearch: An Iterative Self-Evolving Search Agent Revisiting Self-Training for Neural Sequence Generation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:56.143528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:56.143528Z digest=sha256:00300ee2d137e6c055930fe7c43670c303dac529a3ba5fe958dd697da2ff73fc

Observation 355a31a2-51be-473f-8173-2ca586c76456 · outbound

This paper cites Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps.

EvolveSearch: An Iterative Self-Evolving Search Agent Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:56.299421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:56.299421Z digest=sha256:553918dd95541616c60f52ef9da1df9bbaaf5d39eb153cb5f2ec91ae1a90f20e

Observation 20660f05-9021-43fd-8f90-2a2d3897f6e5 · outbound

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

EvolveSearch: An Iterative Self-Evolving Search Agent Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:56.391307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:56.391307Z digest=sha256:e1bc8b3db78122385a16a1cb8290424b432d44a7c1c8150817912f2d2ccbcbf0

Observation 997577b2-220c-47f9-b8df-7a13f421f64d · outbound

This paper cites Large Language Models Can Self-Improve.

EvolveSearch: An Iterative Self-Evolving Search Agent Large Language Models Can Self-Improve

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:56.478975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:56.478975Z digest=sha256:98ff5d9c755c9c5ac1a3acb2f91346bcef7214e97e551e03168b1f0eee310946

Observation 812cad53-5a87-418c-848a-9ce72e919712 · outbound

This paper cites Plausible Extractive Rationalization through Semi-Supervised Entailment Signal.

EvolveSearch: An Iterative Self-Evolving Search Agent Plausible Extractive Rationalization through Semi-Supervised Entailment Signal

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:13:00.631753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:12:56.590366Z digest=sha256:461e7307a9f7e35d0154da5536bd607f53e5e0c38a5982b7c8794807585b9bd5

Observation a005f555-f781-4cb9-96c0-81c77526a15a · outbound

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

EvolveSearch: An Iterative Self-Evolving Search Agent Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:56.709194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:56.709194Z digest=sha256:13a175cf1332c4acd82db484769ca0e01432ee4280c476ef9b928dca35ab38e5

Observation 3294826e-3b05-47fc-9ee4-5791a563eaab · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

EvolveSearch: An Iterative Self-Evolving Search Agent TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:56.793536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:56.793536Z digest=sha256:fd9dcd157a244bdbd813e28870d9f19d2b7aa5983a4e59994b3689fcbf391853

Observation 61175bda-af2b-4082-b896-452600a189cf · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:13:02.225244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:12:56.882180Z digest=sha256:9cf121210ab71a5ee7bbf08ccdef601cd3afd2d286c2d488dab911abb27a36c5

Observation e69d7091-5a10-4851-9c3f-f842a71925ed · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

EvolveSearch: An Iterative Self-Evolving Search Agent Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:13:02.041653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:12:56.989326Z digest=sha256:40beee1e9eeaca76655add988e31105f06173c01c1c44d48e7e7d69755ac7790

Observation 041bfdb2-0d93-4ecb-86dc-c114622eef4b · outbound

This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.

EvolveSearch: An Iterative Self-Evolving Search Agent Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:57.115307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:57.115307Z digest=sha256:3c01a9a4d087efa64e1abc759b16af1ebc799088649a86e9fcedf4a33929ae63

Observation 0d2438fa-9a3c-4dad-8276-b5587ff1ebe3 · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

EvolveSearch: An Iterative Self-Evolving Search Agent Understanding R1-Zero-Like Training: A Critical Perspective

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:57.256962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:57.256962Z digest=sha256:4168d4b36f47d8e900aaddaa4a112065f98e23c092b9a3cd64104fb45ffb498a

Observation 82fe007a-6f2e-461c-801e-15de51ccbb6b · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:13:01.823768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:12:57.362208Z digest=sha256:6ee41b78c944d3944e2892a073df0c04329fad86662a07ed1dc1fe5f1a3458b0

Observation 3bbbe52f-dd2c-4417-97bf-df242e8a4b6c · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:57.503607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:57.503607Z digest=sha256:d98fff4fc9db1349b1c100a6c18cad965611a2070d72494b799f2cb5c20381fc

Observation a130ae67-30e9-496f-b80d-b1daaf96cd5d · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:13:01.658853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:12:57.630673Z digest=sha256:d1fa597996a37fbc0b609a9eef58e7ceb789ee1a9ecea83e7ed704496d4aea11

Observation 01f0aa24-82a3-413c-b970-32a6da4de6c8 · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:13:01.452143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:12:57.788913Z digest=sha256:be916a83a88289f42bf175413273d76c4052b13c25c992ce1e7f57fd2a38cd33

Observation 31150080-c4dc-4132-9b19-446de5d3ef7b · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:57.864883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:57.864883Z digest=sha256:584fe6e7b861d7efcc6813da743c138b70e699d26a8c0ed1c384f4c5ad209ad5

Observation f953aa69-dca7-4fb2-b2e1-4395b20b0a22 · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:13:01.309296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:12:57.963715Z digest=sha256:d41b536a28940c531ac7f6c8adf56569eba1af3112e35f826d4f58109a508436

Observation 227b9d3a-6e91-4b24-97c8-f46fe0a51f64 · outbound

This paper cites Measuring and Narrowing the Compositionality Gap in Language Models.

EvolveSearch: An Iterative Self-Evolving Search Agent Measuring and Narrowing the Compositionality Gap in Language Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:58.039294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:58.039294Z digest=sha256:334b568b3b7de2004544ed76ea89fb2f926f80385506d5414f5198c096b5716a

Observation 9ce68615-6cf5-4e63-a030-6984ebc82793 · outbound

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

EvolveSearch: An Iterative Self-Evolving Search Agent DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:58.094767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:58.094767Z digest=sha256:6e8c0d0df3fa9d050728e8bd8ffeaa8b6d3f7a1ca7af989a07b18f3c9f3c92a5

Observation 162ab3a1-04c0-4698-a8a3-28a8675561d5 · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:13:01.119009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:12:58.217431Z digest=sha256:0b81e330496f76eed128adac766fe47b924d11c0564d87707ddf80693c493761

Observation 88354aaa-d615-4a10-931d-37882b419d0d · outbound

This paper cites Fine-tuning Language Models for Factuality.

EvolveSearch: An Iterative Self-Evolving Search Agent Fine-tuning Language Models for Factuality

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:58.305508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:58.305508Z digest=sha256:ee243790dcce3bfed92b13c898238a25086654292a81ec86493e30ae454f904d

Observation e86f1877-6bf3-4390-bd9f-b1fc259e4f91 · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:58.381425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:58.381425Z digest=sha256:841ce0711e3f97922f6da0a9776a6dafef6ae841bc886ca325558ade55144011

Observation c6e3ad76-f1fe-4b21-a567-c56a41a024fc · outbound

This paper cites Zephyr: Direct Distillation of LM Alignment.

EvolveSearch: An Iterative Self-Evolving Search Agent Zephyr: Direct Distillation of LM Alignment

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:58.487735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:58.487735Z digest=sha256:d444f32e8fcfa8c9db0b37215640a4d33501162f4e54b04914dcee2e4198d61d

Observation f7033b66-e42f-4570-a734-01e8a9377641 · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:58.601815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:58.601815Z digest=sha256:d3e4f6490fdec05a8db69ceb832c64747b5d159bbdbd3d46bdd45b02744c9bfd

Observation c9c93bad-4439-425e-aa53-5e2373c2c71d · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:58.711514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:58.711514Z digest=sha256:d5203b27ceb2765361010249bc7684e59dd51c5a49a9f7763da409790a71877d

Observation a1abe4f0-9b5d-4aef-ba9a-c2fba24a4f3d · outbound

This paper cites Measuring short-form factuality in large language models.

EvolveSearch: An Iterative Self-Evolving Search Agent Measuring short-form factuality in large language models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:58.778096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:58.778096Z digest=sha256:e3859dacf28c0cfd2f162bea5fc49baf5b8190d768f63a775ee0d133971f1bcd

Observation 7ceb12c9-7bcc-44c2-aaa6-b3a848a8f9c2 · outbound

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

EvolveSearch: An Iterative Self-Evolving Search Agent BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:58.907430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:58.907430Z digest=sha256:f9126cd6b6baf8a9003c3636cfae3c81f645f529b7446f711c4232951209be6b

Observation 2f17ec61-6e1e-46b1-a602-116b131bfa39 · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:13:00.931525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T13:12:59.007366Z digest=sha256:286818cc4b5f16e2553898003e1496d91517f828112f28f2d8affb6971feb03c

Observation 7585a35d-73f4-4f38-a71c-3e69a3f31b79 · outbound

This paper cites WebWalker: Benchmarking LLMs in Web Traversal.

EvolveSearch: An Iterative Self-Evolving Search Agent WebWalker: Benchmarking LLMs in Web Traversal

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:59.086994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.086994Z digest=sha256:9b6dac3340af7747fcd2268326619b8229549fc42520d2ef191b36e7bbd6eaff

Observation 0a1508a0-d0ef-48ea-9d83-4ec86a74545d · outbound

This paper cites Qwen2.5 Technical Report.

EvolveSearch: An Iterative Self-Evolving Search Agent Qwen2.5 Technical Report

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:59.184918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.184918Z digest=sha256:aa6a9122589744f87a8cb31ff659c8eb2216438073dfb7f9af0ff7fe76a0077b

Observation 707914bf-da89-4e33-8670-f1d87baf860a · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

EvolveSearch: An Iterative Self-Evolving Search Agent HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:59.280271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.280271Z digest=sha256:9af6c9d4edaba5831e4849b664b533129077c8bd4099e47cce02cb8cb3954d0d

Observation 865583b5-9dfc-4390-9fb5-e55648d7d97f · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

EvolveSearch: An Iterative Self-Evolving Search Agent ReAct: Synergizing Reasoning and Acting in Language Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:59.356572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.356572Z digest=sha256:cd673fd43ad423e083812ecd21a495ad770c4a5a8ce5589ef8ed9b6002ae4449

Observation 6460a496-1546-47db-89c7-7bfca8d0211a · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

EvolveSearch: An Iterative Self-Evolving Search Agent DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:59.475979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.475979Z digest=sha256:e3457c7edec6ffbb13702d0dde7a0c1553adeb720dae912bec9ecf6cdf046bd0

Observation 6b1f6e5f-6e7c-41d4-9878-4f6eec524ae7 · outbound

This paper cites Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models.

EvolveSearch: An Iterative Self-Evolving Search Agent Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:59.554462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.554462Z digest=sha256:cd363d8ae69e6ab403c22f4b22227f7c6cc8f772d29679193f34fee5da3b08b7

Observation 4cc67bb2-497b-427c-8d41-87a2bed1da8b · outbound

This paper cites an unresolved cited work.

EvolveSearch: An Iterative Self-Evolving Search Agent Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:59.618764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.618764Z digest=sha256:655f3e9180865c48dac970bcf258b15c15485c08bbe14d5e9b49a04c84a8f351

Observation c1acc695-cd2f-4126-bc24-4c88d3663135 · outbound

This paper cites DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments.

EvolveSearch: An Iterative Self-Evolving Search Agent DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:59.673531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.673531Z digest=sha256:13bd809a7ee592f22ae62b81b835ec762f397e964d57e5890351b9c0328d44fc

Observation 92606cc8-538e-4ffd-a810-1d195dad95ee · outbound

This paper cites OpenResearcher: Unleashing AI for Accelerated Scientific Research.

EvolveSearch: An Iterative Self-Evolving Search Agent OpenResearcher: Unleashing AI for Accelerated Scientific Research

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:59.740351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.740351Z digest=sha256:65512dbb235ee2b13ff106a63d8ce5934e708a1605234657b99ca35ed74d9b1b

Observation 5ee4a124-f418-4078-9794-6b936a8ffc10 · outbound

This paper cites Agents: An Open-source Framework for Autonomous Language Agents.

EvolveSearch: An Iterative Self-Evolving Search Agent Agents: An Open-source Framework for Autonomous Language Agents

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:59.818660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.818660Z digest=sha256:98ff1d66c2426af5331c96344ddabfc2d185e4c5fadc9bcf396ab30ad6fb6e1d

Observation 85e9472e-6caa-4d63-95c0-2ed06ca297e8 · outbound

This paper cites online" 'onlinestring :=.

EvolveSearch: An Iterative Self-Evolving Search Agent online" 'onlinestring :=

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T13:12:59.910033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.910033Z digest=sha256:fee2ac8dd2d27decba22a08024223ca5396b302c6f1c86d3797a013ec975caad

Observation cc095b09-f04b-4dc5-81f6-9c75d99138d3 · outbound

This paper cites write newline.

EvolveSearch: An Iterative Self-Evolving Search Agent write newline

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T13:13:00.013811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:13:00.013811Z digest=sha256:7980ab905338009fcb2b7d841ff383e4e030d6afe819b3299ee5abfbb8a62dcc

Pith citing papers

Observation 8e5d22b2-ec44-4724-90d1-4fb0f2ca4292 · inbound

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

WebSailor: Navigating Super-human Reasoning for Web Agent EvolveSearch: An Iterative Self-Evolving Search Agent

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-17T15:37:09.685678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-17T15:37:09.572241Z digest=sha256:15b2abc4fd542c970a8b145b912127943d128438816f426233699c33d86bc30d

Observation 9a4a82d7-ce4a-4665-8f49-5f477a466fe2 · inbound

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization cites this paper.

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization EvolveSearch: An Iterative Self-Evolving Search Agent

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T15:46:06.512750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:46:06.512750Z digest=sha256:1b2bec19475540f828a867da38f7ee64be90017356cfdcdae2a59f6308247162

Observation a147a418-ee60-463b-a5e2-29cdbe30cc30 · inbound

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence EvolveSearch: An Iterative Self-Evolving Search Agent

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T22:23:15.482672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-14T22:23:14.621091Z digest=sha256:fd5b7364daf933f535b6b6581df1f510f88c3b014514226b51bebaef8e21355a

Observation 5cecdfa7-9a73-4d04-8df6-fbb414618969 · inbound

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL cites this paper.

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL EvolveSearch: An Iterative Self-Evolving Search Agent

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-05T23:57:36.739651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:57:36.739651Z digest=sha256:0cc48f59b701816e37c174bd58f4a7a1b215e10e931e5bdcd72eb125219dd9a0

Observation 44da3697-5f01-4e2f-bd71-eca5deb2ca06 · inbound

Erase to Improve: Erasable Reinforcement Learning for Search-Augmented LLMs cites this paper.

Erase to Improve: Erasable Reinforcement Learning for Search-Augmented LLMs EvolveSearch: An Iterative Self-Evolving Search Agent

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:11:18.166986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-18T11:06:20.058342Z digest=sha256:fa2890f287d8122134226a3707020840d4986c135bd8b6c7cabd148606cf0ec1

Observation 4204106d-8e21-4c87-9d59-65487759dcf8 · inbound

LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services cites this paper.

LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services EvolveSearch: An Iterative Self-Evolving Search Agent

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-03T18:00:17.460793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:00:17.460793Z digest=sha256:5d5947b4e3f89bb41cc7ab8a788f97b071106b07ddcdb8fe0bc71cb090f67459

Observation 73f0ddd6-b832-4d64-9841-d5e6c1997107 · inbound

GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces cites this paper.

GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces EvolveSearch: An Iterative Self-Evolving Search Agent

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-13T17:33:02.337186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-13T17:31:08.575993Z digest=sha256:b1af4bb4badcc3aa040f442559738adbdf2ffac69af5a4491c1365d8f435b059

Observation 4ebe0b05-2e8c-4f31-b6d6-c0178cc0d57d · inbound

Beyond Relevance: Utility-Centric Retrieval in the LLM Era cites this paper.

Beyond Relevance: Utility-Centric Retrieval in the LLM Era EvolveSearch: An Iterative Self-Evolving Search Agent

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:41:03.448776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-10T17:31:59.730165Z digest=sha256:9473f78b20ecbba49e494fa6102baeb7e781a42c52af7d2f2c7697b7ea508ac1

Observation b880e2d7-a6b6-4a63-98ac-a9cd38df96f4 · 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 EvolveSearch: An Iterative Self-Evolving Search Agent

Reference 107

Resolution
unresolved
no resolver link, observed 2026-08-04T15:12:55.784761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T15:12:55.784761Z digest=sha256:0fae8d9d49e4215be6f935d3e0945f63965bacd4c76eac387984eb29f3565b1f