Paper Citation Record · LEDGER

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions

As of 12 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2411.14574.

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

pith.paper-citation-record.v1
2411.14574 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:12:03.401788Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:41:54.785450Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T15:46:12.726657Z

Reference resolution

44 of 44 outbound references displayed

verified exact1
verified fuzzy18
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d83c6f3-effc-4d2f-a4ff-bcdda5cd9abd · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.266789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5897ae4e-dfca-4370-893f-3a326efa11cd · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.270713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b96046b-aacf-4f66-a211-357a4796047b · outbound

This paper cites Metacognitive retrieval- augmented large language models,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Metacognitive retrieval- augmented large language models,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.777085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 374c40e6-bf92-4bb1-868c-1aae66075c5c · outbound

This paper cites RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.277110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67bf0ed9-fac6-4de0-b919-a9ca21621bd4 · outbound

This paper cites ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.281383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e307ed0-6e57-400c-a43b-a8af0811fc61 · outbound

This paper cites BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.284663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31f045f7-abaa-4da7-b913-55b1c4dc1801 · outbound

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

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions ReAct: Synergizing Reasoning and Acting in Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.288113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e2f64a5-f925-46ac-b21b-bd2b79f5f4f4 · outbound

This paper cites Large language models can be easily distracted by irrelevant context,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Large language models can be easily distracted by irrelevant context,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.766390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 22164801-123c-4222-a63b-874cea7fc55e · outbound

This paper cites Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.294151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85986be5-eb44-48ae-8549-a57412300298 · outbound

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

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.297321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5361cf06-8ff4-42ad-8233-faa0c335c025 · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.300421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 415666df-ce95-48ac-9121-16f08b21ebd0 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Chain-of-thought prompting elicits reasoning in large language models,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.303614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 121ec4f2-b365-4546-9684-d6c139027a66 · outbound

This paper cites A Survey on In-context Learning.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions A Survey on In-context Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.306893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d8330c6-4ccc-4065-bab0-2be17d102b4c · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive NLP tasks,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Retrieval-augmented generation for knowledge-intensive NLP tasks,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.752169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 408b80c9-3ee3-410f-8bd7-9589aacf5cf7 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.313501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57f1a146-c72e-46e8-a745-8d19eb9d5ccb · outbound

This paper cites Data Interpreter: An LLM Agent For Data Science.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Data Interpreter: An LLM Agent For Data Science

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.316584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71c65bcd-d62a-49cc-ace9-6f165de1d2bf · outbound

This paper cites Introducing Devin: The First AI Software Engineer,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Introducing Devin: The First AI Software Engineer,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.743783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 606104dd-5a18-4d84-9dc0-2a561d2f10c5 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.325493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4fb7be0-491d-4bc2-a3f5-71c947534876 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions WebGPT: Browser-assisted question-answering with human feedback

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.328469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfd33840-64c6-4f84-b875-9d3e075060cf · outbound

This paper cites Query Rewriting for Retrieval-Augmented Large Language Models.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Query Rewriting for Retrieval-Augmented Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.332109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8e89676-73d5-41ec-968f-1abf39f16406 · outbound

This paper cites Query2doc: Query Expansion with Large Language Models.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Query2doc: Query Expansion with Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.335022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1abf8a6d-8160-4181-8d2f-3955e879495f · outbound

This paper cites Synergistic Interplay between Search and Large Language Models for Information Retrieval.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Synergistic Interplay between Search and Large Language Models for Information Retrieval

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.338923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f0a056-86f2-435b-a795-b6bce970914f · outbound

This paper cites Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-12T15:12:03.483020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e6b834de-dcc2-43c5-8bdc-e277153bb81f · outbound

This paper cites Paraphrasing adaptation for web search ranking,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Paraphrasing adaptation for web search ranking,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.726515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 34fb634d-7f1b-4e94-a133-3fb14b647de7 · outbound

This paper cites Query Expansion by Prompting Large Language Models.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Query Expansion by Prompting Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.347778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd860013-7084-4bb7-ad36-a71515920edd · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.350817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e0823da-3c49-4b8e-b66b-8248b68f423e · outbound

This paper cites When not to trust language models: Investigating effectiveness and limitations of parametric and non-parametric memories,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions When not to trust language models: Investigating effectiveness and limitations of parametric and non-parametric memories,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.718372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5dbc9e4b-c429-4fca-b468-bd50b2be371d · outbound

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

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.356629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d746a84-4339-441e-8280-a2e009f9a8d5 · outbound

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

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.359605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da113a6c-15ae-4ff3-ba7f-79f5be0f95d6 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.362459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6c053fb-331e-4f97-bc4b-217632fe7117 · outbound

This paper cites Python Reddit API Wrapper,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Python Reddit API Wrapper,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.709084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b632b114-08e0-40aa-8729-267b47fecdc0 · outbound

This paper cites Gemma 2 model.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Gemma 2 model

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.699841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9206e33c-b60e-4bb8-9964-104a88b5b894 · outbound

This paper cites Llama 3 Model,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Llama 3 Model,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.691286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cc1cef31-25c3-4627-9bbe-2231dacd2e2c · outbound

This paper cites Model Card for Mistral-7B-Instruct-v0.3,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Model Card for Mistral-7B-Instruct-v0.3,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.681107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5afef560-eff1-4934-b8f8-3324412e0051 · outbound

This paper cites Tavily Search API,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Tavily Search API,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.671837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cfb8a90f-23af-417f-bd13-f4bdaa177e31 · outbound

This paper cites SerpAPI: Real-time search engine results API,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions SerpAPI: Real-time search engine results API,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.663227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 63d2f7da-d50e-49ce-b7bc-94af4d750a66 · outbound

This paper cites Custom Search JSON API,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Custom Search JSON API,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.644837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c4bf7bd6-f477-46f2-980c-f841d86e5db5 · outbound

This paper cites Available: https://serpapi.com/.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Available: https://serpapi.com/

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.653402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dc38f512-19d1-4b03-9cfa-bb5d867f70bd · outbound

This paper cites A Closer Look into Automatic Evaluation Using Large Language Models.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions A Closer Look into Automatic Evaluation Using Large Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.395779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27abd2f2-d0de-4447-835c-7fec6386d8f5 · outbound

This paper cites Available: https://developers.google.com/custom- search/v1/overview.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Available: https://developers.google.com/custom- search/v1/overview

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.635594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 56bbf21a-b357-497d-a964-2881b8c15e95 · outbound

This paper cites Tavily API Documentation,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Tavily API Documentation,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.625935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 628ca227-a898-4afd-9e45-72f0461c960c · outbound

This paper cites Can Large Language Models Be an Alternative to Human Evaluations?.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Can Large Language Models Be an Alternative to Human Evaluations?

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T15:12:03.398720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f19893b-e29d-405a-a584-1b10177e0777 · outbound

This paper cites Lost in the middle: How language models use long contexts,.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Lost in the middle: How language models use long contexts,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.617313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 727812c7-3341-4e81-b752-b6f4af37e61c · outbound

This paper cites Available: https://www.cognition-labs.com/introducing- devin.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Available: https://www.cognition-labs.com/introducing- devin

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:12:03.734734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation eddf9a09-1328-47cf-a34e-7d79cbed40ea · inbound

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents cites this paper.

Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:41:54.785450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5cd0b0e-424c-40db-bd51-a68df76407f6 · inbound

CodeScout: Contextual Problem Statement Enhancement for Software Agents cites this paper.

CodeScout: Contextual Problem Statement Enhancement for Software Agents SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T15:46:12.729606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.