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Paper Citation Record · LEDGER

EvolveSearch: An Iterative Self-Evolving Search Agent

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:12:55.315270Z digest=sha256:eec3634703e9aef602fa14c02663b977a3377111b4eeea908a570151ffb2d3df

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=sha256:45b1fcf9b1968f34d5d0e57ea1d18694d9565c2861f39f6e1b9f026efbe03e47

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:12:55.651764Z digest=sha256:468498997be72cd528bf540fe7feaf49dd0ede91473f8ac20fdf86a53b0ba865

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:db8ef800b2823069aae594cefa787d541f931b60de4d22290305ac63dd3269fb

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=sha256:6ee795e73d33adc110bd9ae95bb55e056588113d4907ee47392835bc23f95f7c

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=sha256:4d4d2c8494c528ff7b963d31c5dbdae032ecdef3e717e5b3c0b86368bb186f14

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:b026688de07eb2e07650dd0a627efbf74c0e04c69a1fe436fc18b3c6b3de6c85

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=sha256:27368060c713a43d6bc4d01c85e70f134690951f13b27cbe1d1d278f0835c9ad

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:a62ad74484c28e16cc1256ab4ecdf0d710e768e2acba6812a1a295ff6e51a3c3

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=sha256:80da6dd3c06867d0746ea83733ef2079df142d334ce74e7405e000b2f2e17210

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:12:56.590366Z digest=sha256:f6a04aa20e6f76a23911c1d56620ee15f1b25f7677d6fee652e94957daf0b2be

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=sha256:7fa656b83b888ed15346c8134acfdfe30186b563ccbbdbfb8bb06f1b29090807

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=sha256:9494f55549ed4f6a59944f5165ce4790ca2e5d3c32de622ad071cefe538e9eb4

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:12:56.882180Z digest=sha256:ada7473896cba9bc0fc999c1f19ec15a66cc890a2ebb5671b60035731c140869

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:12:56.989326Z digest=sha256:afd1d3d12cc9fc061c8c35dfc4d87fe4981f7bff4ba34dee79d2443f0d2eef90

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=sha256:47c714ab1839017a2496401a04dbf62999ee7491d87e7135f71ddafafdffabb9

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=sha256:51a1096c07213a33a8d1ceb3f8766bf2a567745d4798683b1ccbfb488f202386

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:12:57.362208Z digest=sha256:b43c6458a3eace456fd4e7fdd7c2c4cdacee2be70b83beb06b9253f92034cab8

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:a045f5757eca09246dfe8a468cbdc005fc6847863085c6c929aa7861bd893095

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:12:57.630673Z digest=sha256:c5c5a06128e1a4008192aa2c1e1c4dfd1cab10a2940eed8dd0f1e83dec697924

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:12:57.788913Z digest=sha256:9b6ef5ce2bd56e92885a445901c22d6480e29a612d5838f365c7e6e133318ef8

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:c355c8f51740fbf53707ca60bdb5580a752b1692a27db7aea3fdf1d7f75869a9

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:12:57.963715Z digest=sha256:43413d539bfa852a8ddd62fb9bb6b45cdd1b2a94f34897c8cbaaa4074f9270ad

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:a190ee5e01183df4419179064ed09e68a7a8c6ad7e88f371539d097d3f05e33b

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=sha256:86b286c6ca854e71c2886abc3722f53b64154814e5a0d5bb5d31b309624e31dd

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:12:58.217431Z digest=sha256:73562fd0fb59991bbb163d76342652ff3671ebfa7f0503332792e51b63b0869c

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:e8c5e3980d8d2c6b34c1873c362d749b74ec41f1678ebc72515c039f21d0f256

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=sha256:83508eca895e416096d42d3a161ef79c135f0e6cf509e12a7bf349008ac1c571

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:a634f05181a4f487b21db2a22ad52c1f52de1c7206243fc5c86bfdb8c68cf74f

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=sha256:4ac34b66bad4198387bc659f10adf41d124cc1cc1bcc4ee27c65c79b162fa81b

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=sha256:1cc1c926324202d9100bd7ed6c0b7b1b9ee19b1307cdfcd69352e10410829fae

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=sha256:3463446fa9ec1a8eccf8a5a4c3868d326780a0ef599bf46c8c9ad34a0c7d2722

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=sha256:05316148cb4c56410fed58eae9f1d2b26fca245e4f01792a3a1e533f43ad2429

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:12:59.007366Z digest=sha256:8e8cb4ac2bb8f2071dd7cc370e41e39a01482689261fcc34f2c2fc313d5744aa

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:bf228c893a58fec02ec6505a294bf607c14b8535c751b54d7871c680bad859ba

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=sha256:89447c6fe4dcbe34e4ab4fa0b3156d3c22004b8fd43d366a1569c72ac69ac807

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:a9160e396b98045359e8e8969196b13f3e5f7d8f1ee2287988eecdee558df307

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
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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=sha256:9dbd1aaf85d225a69fd8ab179c1ced295374d15a5a86367ad31eae06e375e793

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

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

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source=arxiv_source observed=2026-08-07T13:12:59.475979Z digest=sha256:037b4cd9795ad76cd4b9fbaf1f38a254efac56e9ff63a9eb52976c179df1c7a1

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:12:59.554462Z digest=sha256:faa55a1026f8f3bb0525e19194a2e20d54ce6346b5c690c161dd3169794edc5f

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

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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=sha256:3631b8a9e88c75b720f6b219f33c729f4415abce5ba57d993c2a2b01f549dc51

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

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

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source=arxiv_source observed=2026-08-07T13:12:59.673531Z digest=sha256:a61016483294b486a85059761e87d60a385cd58f7b0c78737e838ebfb0bbb0f9

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

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

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source=arxiv_source observed=2026-08-07T13:12:59.740351Z digest=sha256:8e1a4508c236c827d19973721676f48eaaaaec7c7cad90348b1a870ff3a99743

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

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

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source=arxiv_source observed=2026-08-07T13:12:59.818660Z digest=sha256:70814b7fb2a4ab4cd686c1b42d0bfbcb9a8a2661624f5a860309f1304c898557

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

This paper cites online" 'onlinestring :=.

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

Reference 45

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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=sha256:024f2979829d06897d34001c36cd8d2238235a394aafdd1733c88d7053d016eb

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

This paper cites write newline.

EvolveSearch: An Iterative Self-Evolving Search Agent write newline

Reference 46

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:13:00.013811Z digest=sha256:6764881741390d80d4e2e8aea0ed66512317f52c89b7ce6f9f025a5858a5334a

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

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-17T15:37:09.572241Z digest=sha256:f0b22606bfe03cd934ffcf04efee6254c6182add8c4d84ecffdb8bc63e043721

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

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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=sha256:45ee3c6d0388a805764e17c32fd3dc301fcc61b9bd8c7769d6ab213d7e925b8d

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

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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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-14T22:23:14.621091Z digest=sha256:0e4e2ddd70bbda5cf229b2e541d92ec3a1e832c01fd43940c05fc39bb156858c

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

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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:c3580e7b9881353a0bd5a5f4d75249d2320e42802db84b6cb31f2ab6b0d6d5ff

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

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-18T11:06:20.058342Z digest=sha256:98f44e1bfe1cf337f92d50c521a48a3a5706c50419b2938e1b0f631d0c9af206

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

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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=sha256:17ac0ecca5e2be8a6c12afba7124ce595b5c1759a6950add1e8a744b6646b483

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

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-13T17:31:08.575993Z digest=sha256:86c38458628306df9b188d18044a05fb030190c744378530f8dabdd9430f6660

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

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T17:31:59.730165Z digest=sha256:8c4155b55e3998c688062d54e3855fda8a579d1292c89d93e283151e0c8ca020

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

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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:b01eb71314d53567ed5b8fa8018e0beedce923259a3d1aca24288b0b31b4b4b6