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Paper Citation Record · LEDGER

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development

As of 22 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 6 inbound Pith citation observations for arXiv:2507.13081.

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

pith.paper-citation-record.v1
2507.13081 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:36:28.709865Z

measured 64 of 64 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:01:35.638736Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T20:46:10.135019Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact1
  • verified fuzzy2
  • unresolved55
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ebd64bbb-a325-4879-90d6-7f81467f8e91 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:36.188692Z

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.

source=pdf_text observed=2026-08-06T16:36:23.155177Z digest=sha256:9fc3036cc4fbe1c32c52f5ca6be54c48d6498fc60b1e27b394e1cf1cdcce3543

Observation a99eca52-7cad-4dad-ad57-1cb17f3e20e5 · outbound

This paper cites IEEE Guide for Software Requirements Specifications.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development IEEE Guide for Software Requirements Specifications

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:36:36.012871Z

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.

source=pdf_text observed=2026-08-06T16:36:23.222490Z digest=sha256:7a64d64036984421bd16ec74514bd58066c5cc773dbaecdca3738585c34500cb

Observation c7f8092b-37a2-4621-bcb9-48d4ca6edc7e · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:35.722471Z

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.

source=pdf_text observed=2026-08-06T16:36:23.294516Z digest=sha256:e681c0741b7b2cb69e30805d72942ddd248c943431374de56b61be24810e7d1d

Observation bf8c9209-70c9-4de9-bc27-c022c00e45e7 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:35.464494Z

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.

source=pdf_text observed=2026-08-06T16:36:23.354649Z digest=sha256:2ebf2aba58dd0c195033e3b0a59df7d245d7be1313e7ac09db1e191cc94556a1

Observation 457767ed-61a1-4186-bc5f-82389a39f2b3 · outbound

This paper cites Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:23.429150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:23.429150Z digest=sha256:d1578ffba34a12f0c0c82194f2a656bdc0521008f46be52ddf9de2d882ca545b

Observation 09e43439-fb73-40bd-9cec-6f5a92f82974 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:35.275158Z

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.

source=pdf_text observed=2026-08-06T16:36:23.516545Z digest=sha256:f55f0a09077a2c0145777c34e995fd29adfc35b9a43582c512b77c74d6710c04

Observation 48a7fa24-9866-453e-ac2d-e85b97249ad5 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:23.625646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:23.625646Z digest=sha256:6cb0a5ed18d44bb99e0cb6c192077eae5926d304c000920c61bccafdc07e221a

Observation 010c3c83-8bbf-4d1c-be7c-a8828fd3df5e · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:35.097256Z

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.

source=pdf_text observed=2026-08-06T16:36:23.671948Z digest=sha256:d65710a5114ca25b207931af5f3ca83399ef87d60374a8b0b2f2bb8587c45de3

Observation b1d64392-155e-4711-99b2-ee0f7f0e51cc · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:34.926866Z

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.

source=pdf_text observed=2026-08-06T16:36:23.730687Z digest=sha256:a72ab5a228cbcdc3f6923ec0073b94f2260c6ff4a1a491975ec83670b57ed4a2

Observation 0287367a-22fb-4c6f-9032-8e884eae6a80 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:34.691754Z

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.

source=pdf_text observed=2026-08-06T16:36:23.834803Z digest=sha256:821f972c22a64e2910ff8c20158e1a881778689f98760c908cd9868755e719ac

Observation 318b9cc8-375b-44b4-b1b4-3941907e92d8 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:34.471487Z

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.

source=pdf_text observed=2026-08-06T16:36:23.938370Z digest=sha256:be6b2467beeec1b045fc4f08f8709050ac6dd4b9d518311f3069c181d3458761

Observation 54ebceb4-100b-4634-b91b-471c85593662 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:34.358056Z

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.

source=pdf_text observed=2026-08-06T16:36:24.047071Z digest=sha256:58c26da9e0fb4a4140db057e79af15647f01781de9740474e57ca596673b5270

Observation 8ee7c5de-db3e-44e2-bd7e-4965686a9bd2 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:34.270055Z

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.

source=pdf_text observed=2026-08-06T16:36:24.135556Z digest=sha256:ac48cd3891234a46f966a94fc2d80a366cf0fb0af971eea72a84a448ffc944c2

Observation 46c019d0-afac-4235-92a1-5140744b93fe · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:34.147639Z

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.

source=pdf_text observed=2026-08-06T16:36:24.178773Z digest=sha256:90e9175bcceb48793280d103cbeed487510a0ffb3de2ae4d97adbca61c88920d

Observation 3ded7163-ba15-4f73-a1f5-a231b1282d1a · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:33.990190Z

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.

source=pdf_text observed=2026-08-06T16:36:24.236190Z digest=sha256:cd2449bfcd30dee010e8630282e5668ff0e492e7b103651c316f2674e9fa3c3d

Observation d56a1766-6a60-4484-ba5f-9feae6f8f88b · outbound

This paper cites Hierarchical Repository-Level Code Summarization for Business Applications Using Local LLMs.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Hierarchical Repository-Level Code Summarization for Business Applications Using Local LLMs

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:24.331809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:24.331809Z digest=sha256:bfa1ee0e66f9794f5f2954734d35939ab983b004471b2b1f6f4204c99278098b

Observation e3d2544d-2f52-475a-96fb-f7697bc12e92 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:33.871905Z

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.

source=pdf_text observed=2026-08-06T16:36:24.402462Z digest=sha256:c5b1963552f7f633e8a7c0813088fbd8eaa95bb347f040b15ff1f7077e32d2dc

Observation 18d424dd-c1b0-4844-b012-5cdd6b1e27b4 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:33.756705Z

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.

source=pdf_text observed=2026-08-06T16:36:24.444339Z digest=sha256:def2e50a88ccf65f1fcf96f133c37044e772b1f31281cadfc3bc1ab6a09f4a7b

Observation 42883891-6a31-4332-be18-904ce809c245 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:33.617672Z

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.

source=pdf_text observed=2026-08-06T16:36:24.515373Z digest=sha256:69eba2d637b23b331394523e180519bb951eaba67b12094923da436ba6a52220

Observation 0a7044d0-12f3-4592-8ba4-a91673381998 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:33.489530Z

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.

source=pdf_text observed=2026-08-06T16:36:24.590363Z digest=sha256:c299e7ba7f6429bf7de74cfa0a107aa672668d9f698219db470b39fee28d5df6

Observation a303ef7d-29b7-4d87-b97e-1a24ecc1a0f3 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:33.361225Z

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.

source=pdf_text observed=2026-08-06T16:36:24.658599Z digest=sha256:df2fcf117da48e2f4e1be361a92e25c9af89e9d1f645dc31ac5aa207d8bd25d5

Observation 8af41c0f-fc63-4e8e-81a8-b833ed77d43e · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:33.279065Z

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.

source=pdf_text observed=2026-08-06T16:36:24.728888Z digest=sha256:71b2842005ebca8e01e2d0dc9c6038008783a6251fbffe6f92a786e2f9e8a9ec

Observation 36a4f272-b0ea-43e6-825c-2961d5d4d02b · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:33.125623Z

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.

source=pdf_text observed=2026-08-06T16:36:24.796486Z digest=sha256:5a5a1998829ff8d3a6634679c04986dae53393b11fc7a5a4b17d8292653d6fa3

Observation 37040c24-c251-406a-94e7-1ca9b7b3625b · outbound

This paper cites Few-shot learning for sentence pair classification and its applications in software engineering.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Few-shot learning for sentence pair classification and its applications in software engineering

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:36:29.207034Z

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.

source=pdf_text observed=2026-08-06T16:36:24.871404Z digest=sha256:e20b9b2c662665439ff06b8d41e08ac8bed2ab3e369a9b3a27aae9ee865bce0e

Observation 2815e6eb-4105-443a-967b-d10fd1040035 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:24.944687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:24.944687Z digest=sha256:4b104f00046b213ba67bec51d8e7be8e423dd587615f325701e5b2a5f843e24d

Observation 9b30d819-5783-4489-9f5c-daa9f4a283bd · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:25.035770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:25.035770Z digest=sha256:0c3fcbe40334c0c117d305a8c57de11d6b016d0740ec72c34e9abe569e1929c9

Observation dc24724a-2119-4043-a3be-5892e768fa60 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:32.918451Z

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.

source=pdf_text observed=2026-08-06T16:36:25.113109Z digest=sha256:125d343ee25da21f85118be732d82598326430fdf0c58d66ca1330e84f339bfe

Observation fdc95b19-21f0-4620-964c-294dc2f0c7d7 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:32.800585Z

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.

source=pdf_text observed=2026-08-06T16:36:25.196702Z digest=sha256:60192f6382540b8e1c1f57ddd494af9ab657b171c102a5ee14981043133b1b90

Observation 944dffda-f170-48eb-9368-e53a87469cbd · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:32.685166Z

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.

source=pdf_text observed=2026-08-06T16:36:25.271132Z digest=sha256:0b2612f9103876d8e9db2a0d16c388c04a3af0dc347057f97a6b8257b90c0476

Observation effcc870-ba01-42b4-bebb-abe2d0c3341a · outbound

This paper cites A Survey on Large Language Models for Code Generation.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development A Survey on Large Language Models for Code Generation

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:25.367047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:25.367047Z digest=sha256:d804a68efb8e4be8c7a3be4371bfc87f3a05080480edc7d02e51ea703b2aaf4c

Observation 69646de1-b515-4969-a781-e1a3c815da7c · outbound

This paper cites MARE: Multi-Agents Collaboration Framework for Requirements Engineering.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development MARE: Multi-Agents Collaboration Framework for Requirements Engineering

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:25.459395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:25.459395Z digest=sha256:f287b042001842706edd8113b4052d6cc020718d212c654dd3616b35c6dc808c

Observation e6bb1d6a-ee66-4045-aedd-fec1b8e92b71 · outbound

This paper cites An Evaluation of Requirements Modeling for Cyber-Physical Systems via LLMs.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development An Evaluation of Requirements Modeling for Cyber-Physical Systems via LLMs

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:25.581868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:25.581868Z digest=sha256:94cec77d7b8e2ed403419d9d50324e4530b3715335b673c214e2cec81abb5ad3

Observation 6ac4a020-142c-4aff-91a7-066194f4d599 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:32.565407Z

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.

source=pdf_text observed=2026-08-06T16:36:25.672991Z digest=sha256:b98b288bb5158b92fa0c4dd39e2a2053120e770d0e3a6aa03db0cf381db6f63c

Observation f2952def-0ed8-4d34-8a9e-50474a1de48d · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:32.441016Z

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.

source=pdf_text observed=2026-08-06T16:36:25.723032Z digest=sha256:e7c7a463b64a477360a9dec4f1798bc9419c8095c6f9e0a9bab11d5a1af8f1ba

Observation 163ec458-4ead-4a5e-bc2a-7096c07de156 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:32.292268Z

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.

source=pdf_text observed=2026-08-06T16:36:25.816263Z digest=sha256:78d9a061f90c10d1e1fb8b4ed1ec274b03dbc921a3f4c94576da1d7a7d3cff9d

Observation e3536651-deb1-4233-bbca-77c904ef5e01 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:32.097802Z

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.

source=pdf_text observed=2026-08-06T16:36:25.898918Z digest=sha256:6ca7c4e25f9a686e287b454f0567e99e61c8bd34f02f4ad14537f75e9c30de31

Observation e8b4e44f-a6d4-42e5-ad85-7f9daf123611 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:31.950975Z

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.

source=pdf_text observed=2026-08-06T16:36:26.071609Z digest=sha256:3d4bfa225b4404a442b45ac70ea2e274d4dd3daab64736ff28470a968b1c0e80

Observation b5e4e869-66c6-4dfc-86c1-ebaebe1e5d2f · outbound

This paper cites Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:26.214424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:26.214424Z digest=sha256:7868448b185bfcc70f1760c63932e6e7f205a75e4458d14c3499e7aefcf96f50

Observation 68f49561-4ee8-47a2-b406-9074f2cdec7c · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:31.830170Z

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.

source=pdf_text observed=2026-08-06T16:36:26.360104Z digest=sha256:0886d8efc601f99791eab7db5c306b6fbc2f72a2edabdc2c636b26fa892919cd

Observation ec92d85c-d203-43b0-b19e-d81a59a59ae4 · outbound

This paper cites G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:26.485599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:26.485599Z digest=sha256:0d2c61e23922e135a22b062b6778bb3c5eb515c4b1679f12690ec99af63fb07d

Observation e8e34ffb-5e36-4786-8533-9025d0666771 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:31.702168Z

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.

source=pdf_text observed=2026-08-06T16:36:26.625326Z digest=sha256:c3661ba4c54affc47116c84e5ca020d58db6a768d977be1bfd7551c348a434fe

Observation 0d4263d8-123b-4f8b-9b75-18ea4f7f0f4e · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:31.570831Z

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.

source=pdf_text observed=2026-08-06T16:36:26.725641Z digest=sha256:3a603c445e6aa761a568d2cb2397f3ffb9c175e5d67714ca759df8115725b7e9

Observation 441b44d3-611b-4b70-860a-a39a9bad415d · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:31.448264Z

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.

source=pdf_text observed=2026-08-06T16:36:26.847270Z digest=sha256:9f2d22136a52fd7e58157414d0dc39e7704619c69c34cdd34016071e878b7ae8

Observation 02272c8c-be87-4e21-9b57-992b4f4809dc · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:31.299645Z

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.

source=pdf_text observed=2026-08-06T16:36:26.981099Z digest=sha256:02e455820786ea798e17cfc1dc46b000d52e234549e68b953e838f03ac5324b5

Observation d805d6d0-2d37-43b5-84a8-1dbb5adcfb18 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:31.144701Z

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.

source=pdf_text observed=2026-08-06T16:36:27.113498Z digest=sha256:3648fe0fa9c083ebf74adc2d9b311a648ffbc912e72f80ad3bc105541361dca4

Observation ce1d271a-9702-433c-81bf-40a76a08189a · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:30.983482Z

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.

source=pdf_text observed=2026-08-06T16:36:27.263189Z digest=sha256:fb2febf516cf924e9728928010aea1d7a2ab04f05732dafecd6e2d99290b5477

Observation 726d5652-ca3b-44aa-8422-eb4df2797782 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:30.847777Z

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.

source=pdf_text observed=2026-08-06T16:36:27.381946Z digest=sha256:5b5f055ab4cab6f58f946e594e477925b16ea66706f25f633b8496e820557912

Observation b11863c4-46ba-4dde-b8cf-f7236bf94a14 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:30.715734Z

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.

source=pdf_text observed=2026-08-06T16:36:27.475711Z digest=sha256:28c15464d5bf08aaa53499b401707f44e8bb00d1ce3f399e844b850f7daef505

Observation c3bfec94-0c1d-464a-91b1-73e25d6c30e7 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:30.595924Z

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.

source=pdf_text observed=2026-08-06T16:36:27.619307Z digest=sha256:ba4307df47e836574e0f54a5660aca08164b8f4d2ced528030deeb37a340128a

Observation 3a2148aa-f131-47b5-827e-f0437772c51e · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:30.468505Z

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.

source=pdf_text observed=2026-08-06T16:36:27.718724Z digest=sha256:383af236bc9803d05f4385753ed02a252a4f00d9c9f0a1c72acf292429578f13

Observation 879729d4-0b54-4dda-8ac7-7a8f6ef94e50 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:27.847708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:27.847708Z digest=sha256:882b24550fcfecc0fe05d44c986601f6735bdef769fc8433bcd1d48d8a30a9ee

Observation fd99d026-f5e8-4d44-aa68-c0dfb578777c · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:30.304422Z

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.

source=pdf_text observed=2026-08-06T16:36:28.005867Z digest=sha256:c73694b45fd26d2ddade8d713e30c7a3d368bde3c16a66eae628762dd90e0389

Observation c9e62da4-375d-4480-9d46-573e1a20420d · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:30.155787Z

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.

source=pdf_text observed=2026-08-06T16:36:28.123364Z digest=sha256:fec6db7acfc521fb3b33f99501c1981190bf55b328c64a193171c470990bdd3b

Observation 1a1a7e18-d375-45c4-9ea8-5939dac5e110 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:30.016246Z

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.

source=pdf_text observed=2026-08-06T16:36:28.236963Z digest=sha256:18e18a0726efed3f0416efa0cabbf4d8e812f966034f7acd85328bf931a00a08

Observation 29212e9e-c7e8-4799-8cac-f2e94a43a4e7 · outbound

This paper cites Experimenting a New Programming Practice with LLMs.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Experimenting a New Programming Practice with LLMs

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T16:36:28.312984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:36:28.312984Z digest=sha256:1d561bfae786ecf494d78fb9cd6b4aed142e424f463a31340c0cf6c22001d262

Observation ca5655b4-6915-47fc-b015-421bfdd3ba38 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:29.805405Z

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.

source=pdf_text observed=2026-08-06T16:36:28.444316Z digest=sha256:f85cc3046c959ac680c600dd2642bfb8b5d63db3f5f21f964b8e1263791a4065

Observation a3f19ac6-4e19-4db3-8fab-9b9d7c995b53 · outbound

This paper cites an unresolved cited work.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:36:29.648926Z

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.

source=pdf_text observed=2026-08-06T16:36:28.563734Z digest=sha256:4c56828cdabdb6834ee9771c94b96a406a55a07ee53bd485b6e062b76426b735

Observation fda5e5ca-797e-4377-8a7f-cecde0a5f525 · outbound

This paper cites 2023.Software Requirements Engineering: Methods and Practice.

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development 2023.Software Requirements Engineering: Methods and Practice

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:36:29.497352Z

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.

source=pdf_text observed=2026-08-06T16:36:28.709865Z digest=sha256:1f9640c62e89a5ed72ea5b90dbd7eaa07ef0356e6b302ee9b19520a209589059

Pith citing papers

Observation d90b8146-67a3-447b-a042-fdf7194c995f · inbound

UserTrace: User-Level Requirements Generation and Traceability Recovery from Software Project Repositories cites this paper.

UserTrace: User-Level Requirements Generation and Traceability Recovery from Software Project Repositories iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-04T16:56:09.418853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:56:09.418853Z digest=sha256:d18adfb8946a0217f74e0b2baf3f73c4398891aaaf17fcbb0a9decaeea5ada62

Observation 2cece8c6-7a22-40bf-bd23-3395160614d3 · inbound

QUARE: Quality-Aware Requirements Analysis through Multi-Agent Dialectical Negotiation cites this paper.

QUARE: Quality-Aware Requirements Analysis through Multi-Agent Dialectical Negotiation iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-14T22:34:30.254729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T22:34:30.254729Z digest=sha256:f67e5634b874bfa55afe7a25ce4fb0c682bf9c4e792c052e4a4af547b039b9a2

Observation 801df338-2475-4e46-afae-42b2925c49bc · inbound

ArgRE: Formal Argumentation for Conflict Resolution in Multi-Agent Requirements Negotiation cites this paper.

ArgRE: Formal Argumentation for Conflict Resolution in Multi-Agent Requirements Negotiation iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:46:10.140416Z

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.

source=pdf_text observed=2026-05-08T08:11:52.521908Z digest=sha256:e1c5da7800a3d1fd0b5d89077192b73f59a4418bc2d82dc71f1f083c594be242

Observation 92a53af3-c3ae-4a57-bc25-61ab30571a9c · inbound

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology cites this paper.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:21:12.844823Z

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.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:d0f4a516347bc2a5a91c00a418ebdaa439a03273a636f3282e97c3ce122c8e1d

Observation 555d79bc-e4e1-418e-afae-cd09bac82baf · inbound

Semantic-Enhanced Automatic Refinement of Architecture Recovery Results Using LLMs cites this paper.

Semantic-Enhanced Automatic Refinement of Architecture Recovery Results Using LLMs iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-30T13:01:18.285227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T13:01:18.285227Z digest=sha256:bf0ea7cbf5d33236d0a118442690757ff824c841c59063c302dacd4bbe5be72c

Observation ec066b2d-7c9e-4b88-8e65-06046c159ad4 · inbound

The Horizon Gap: Planning, Memory, Execution, Training, and Evaluation for Long-Horizon LLM Agents cites this paper.

The Horizon Gap: Planning, Memory, Execution, Training, and Evaluation for Long-Horizon LLM Agents iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-10T23:01:35.638736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:01:35.638736Z digest=sha256:d73a51abb39327cca394bc05ad99d1136b8b4b3b3ba280c7fc9d7d989467de80