Paper Citation Record · LEDGER

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents

As of 22 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 4 inbound Pith citation observations for arXiv:2505.12065.

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

pith.paper-citation-record.v1
2505.12065 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:48:22.865144Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:20:04.667236Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T03:47:48.304155Z

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy10
unresolved35
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 98aeace8-7fb8-49a8-9be0-a8ad8fb4ed6f · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:24.344823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8545c133-d825-4a02-822e-88ed12b825eb · outbound

This paper cites Xiong, X.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Xiong, X

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:48:24.332883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cd6188ad-2d3e-4af9-a8c5-0acd8e6090dd · outbound

This paper cites A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.681977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b7109a4-b654-4cf1-bb1c-faf153d85918 · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:24.319214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 11308089-1d01-4874-845f-4752f0b8dc03 · outbound

This paper cites Retrieval-Augmented Generation for Natural Language Processing: A Survey.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Retrieval-Augmented Generation for Natural Language Processing: A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.695972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53be74d0-61f2-4b8e-b691-a2392178b4a3 · outbound

This paper cites A Survey on Retrieval-Augmented Text Generation for Large Language Models.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents A Survey on Retrieval-Augmented Text Generation for Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.691298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d90eb4af-0408-4493-8cbc-61b883835107 · outbound

This paper cites Zhang, Q.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Zhang, Q

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:48:24.128064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f4a59859-50e5-4aca-99d7-db4bc634e42d · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:24.238487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b9c67a55-6860-4932-a569-73e525eb6798 · outbound

This paper cites Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.719986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d10b7d92-95aa-4c74-b94e-eec8f1a6118e · outbound

This paper cites Retrieval-Augmented Generation for AI-Generated Content: A Survey.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Retrieval-Augmented Generation for AI-Generated Content: A Survey

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.709911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4df75833-cb40-4c0c-aed4-e18d020f28e8 · outbound

This paper cites Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.714953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71344a26-6328-4bb1-bd01-c8bcd6fd28c6 · outbound

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

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.734620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e15530ba-0304-4f48-9293-9eb9098c7370 · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.724490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74636177-d756-4540-a79b-c3dd2a7a6dd4 · outbound

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

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.729287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0672e061-c41d-4668-97fd-f885a23de010 · outbound

This paper cites Grok agents: Combining reasoning and tool use.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Grok agents: Combining reasoning and tool use

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:48:24.115340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 599ed937-bf3f-4185-a3f7-d2fd54a054aa · outbound

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

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.738884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb64f11e-f93e-4260-b8f2-6b0512ab05b2 · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.743156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c116132-36fb-48ec-9d9a-f0a36274b1e2 · outbound

This paper cites RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.766607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdb6d8da-537e-4316-aebd-382333ba232d · outbound

This paper cites Introducing deep research.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Introducing deep research

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:48:24.100953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7d49d657-790f-4499-a151-7599af97d243 · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:23.877774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 25ff321e-0e34-4689-af2b-ae091d2b0060 · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:23.921867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 65734a59-64a5-4143-bd61-e677010574a0 · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.762571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daa911e0-3fa4-4fd9-8232-83bbba44e1d1 · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:23.789399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4fa2537a-b206-4811-9558-012dd808ea8b · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:23.888803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2a145bc2-bbbe-4a93-9a8d-f64cdfc05acd · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:23.681390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e595093d-a8cd-4af3-8fdd-bbb917e51861 · outbound

This paper cites FasterTransformer.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents FasterTransformer

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:48:23.865585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4d5a0076-ba58-4a55-a84b-5156b38981e4 · outbound

This paper cites Triton Inference Server: Dynamic Batching.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Triton Inference Server: Dynamic Batching

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:48:23.853272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 71d12f49-6d80-405b-b643-b19061b18335 · outbound

This paper cites FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.808912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 235407d6-c934-45c5-905f-f4e0930202be · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:23.693342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3bccaca8-ef7d-40a3-8a3f-7b8cfcb96a2b · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:23.654750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d55487b9-1286-4864-a529-a98c3bf7b910 · outbound

This paper cites InferCept: Efficient Intercept Support for Augmented Large Language Model Inference.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents InferCept: Efficient Intercept Support for Augmented Large Language Model Inference

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.798700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e401ca79-e6cc-43be-bde5-d52ac9ab8f61 · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:23.668915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0625887f-c50e-476c-a078-9151ebd89dd1 · outbound

This paper cites AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.830862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0261038b-3bd8-402d-b22c-862a6d95638f · outbound

This paper cites TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.814530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 822cef28-3fe4-4470-afc4-e6798f7f2db0 · outbound

This paper cites Fast Inference for Augmented Large Language Models.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Fast Inference for Augmented Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.840357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e99b751-8cf5-4e75-ba6b-2eae2cd047ac · outbound

This paper cites Zhang, B.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Zhang, B

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:48:23.630082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d1ac76bc-979d-42b1-9291-88c025d23fe8 · outbound

This paper cites AquaPipe: A Quality-Aware Pipeline for Knowledge Retrieval and Large Language Models.Proceedings of the ACM on Management of Data, 3(1):1–26, 2025.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents AquaPipe: A Quality-Aware Pipeline for Knowledge Retrieval and Large Language Models.Proceedings of the ACM on Management of Data, 3(1):1–26, 2025

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:48:23.541572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b378bf45-54a2-481c-8aec-62d26b5418c1 · outbound

This paper cites Nouri, N.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Nouri, N

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:48:23.430998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dcf06b41-941b-4ac4-81ac-cd338f525c78 · outbound

This paper cites Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.835340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 378f35e9-b68a-4233-bb1d-08e20c8bee5a · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:48:23.416571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9a64be06-bb9e-4793-bd69-6949a36c5e3c · outbound

This paper cites Conveyor: Efficient Tool-aware LLM Serving with Tool Partial Execution.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Conveyor: Efficient Tool-aware LLM Serving with Tool Partial Execution

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.844301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d71bec95-d4bd-4aff-a036-1615907262f0 · outbound

This paper cites Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.849383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3ce2609-4f40-4a40-acf4-646025d112ba · outbound

This paper cites Re2G: Retrieve, Rerank, Generate.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Re2G: Retrieve, Rerank, Generate

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.857149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91da2d3a-35b4-49bc-9e8c-e5ace4eb4893 · outbound

This paper cites Curious fragrance information.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Curious fragrance information

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:48:23.401579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9de6e18a-5c64-4141-a5c3-217fb788018f · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:22.677470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49954cda-a982-433f-9b8a-720d8951e4d3 · outbound

This paper cites an unresolved cited work.

Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents Unresolved cited work

Reference 2025

Resolution: parse uncertain; raw_fallback, observed 2026-08-15T20:48:24.087463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 0c8aba97-b7ae-4c83-9258-e661802f1359 · inbound

Reinforcement Fine-Tuning for Reasoning towards Multi-Step Multi-Source Search in Large Language Models cites this paper.

Reinforcement Fine-Tuning for Reasoning towards Multi-Step Multi-Source Search in Large Language Models Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T05:20:04.667236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4d8044d-2eb6-4b06-8d58-df636d66361c · inbound

SkillRAE: Agent Skill-Based Context Compilation for Retrieval-Augmented Execution cites this paper.

SkillRAE: Agent Skill-Based Context Compilation for Retrieval-Augmented Execution Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:56:18.893927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0e1f3f1c-361c-475b-838b-6dd3ba3a5cfa · inbound

Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents cites this paper.

Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-11T03:47:48.328198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1d650cba-3d79-48d0-8e73-69d9a0191158 · inbound

Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents cites this paper.

Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T08:31:02.527350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.