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Paper Citation Record · LEDGER

Combining TSL and LLM to Automate REST API Testing: A Comparative Study

As of 16 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 4 inbound Pith citation observations for arXiv:2509.05540.

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

pith.paper-citation-record.v1
2509.05540 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:26:38.560421Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T12:43:39.624258Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

61 of 61 outbound references displayed

  • verified exact8
  • verified fuzzy8
  • unresolved41
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch2

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 2402bdf8-2e1e-4e87-bc4d-e071c89b1ea7 · outbound

This paper cites Sabi\'a-3 Technical Report.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Sabi\'a-3 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T16:26:38.207234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.207234Z digest=sha256:8423b55525dbf62e2f92cf75c12d3342174586d2e128127b70b67ebfa1400e65

Observation 90155d0e-247d-47fe-b399-29ebf425abb5 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 2

Resolution
malformed identifier
no resolver link, observed 2026-08-15T16:26:38.214373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.214373Z digest=sha256:8946b1da05094ed683aa7c400e95da569a25b8cbcdf7dc537e5042633eab3fc3

Observation b7a53995-4c66-45d1-aa7f-c9eb3fa1dd46 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:26:40.352097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.220661Z digest=sha256:83d1de5880c33f31193d08b892ea9d8cc91fb6c6fef1c3ad125672070f2748c9

Observation c76e42de-2ae8-4268-b9a2-26d4529aa16a · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T16:26:38.226285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.226285Z digest=sha256:b4016be9e8c0415a98b7c715d50b13cc3aa129d88130529acfb2945f855c1a83

Observation 47d2cfc2-1919-45eb-9ae0-d2c6472632c4 · outbound

This paper cites Generative AI in Academic Writing: A Comparison of DeepSeek, Qwen, ChatGPT, Gemini, Llama, Mistral, and Gemma.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Generative AI in Academic Writing: A Comparison of DeepSeek, Qwen, ChatGPT, Gemini, Llama, Mistral, and Gemma

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T16:26:38.233324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.233324Z digest=sha256:33a83a7cb7ee4df4abe0cbfa480f05897e5113f1f9a490770fee077c6bad68c6

Observation 29599dd1-0073-4704-883b-860821c0faa8 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:26:40.336603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.239571Z digest=sha256:0ae9505a4f95e4a6b6dd6fb3530409565e5d9d31d2ce506ec249207fcc9ef073

Observation 555eb36a-5389-4316-8ffe-c4c8696a4bc7 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 7

Resolution
verified exact
doi, observed 2026-08-15T16:26:38.642806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.246126Z digest=sha256:124f3938fa98be307e8cbbf6d1775cc85df2cc03f0bd2b2e35662dd929e872ab

Observation ea6b54dd-1eb9-4866-8b51-1a5b053a53fa · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:26:40.321550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.251826Z digest=sha256:abaf83b56c6524931687fa3f837a7ae9c6fa1794930f5f4d0884d5a8670e0fa2

Observation 83bbc6b8-2723-4ad0-b590-2a8ef0bf4e5e · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 9

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unresolved
no resolver link, observed 2026-08-15T16:26:38.258819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.258819Z digest=sha256:96a028ba5e1223cdf7074d11fbb84990c7102af809612c02e8b972bcb071b561

Observation e0e54354-c13c-4abd-b05d-b698e9148501 · outbound

This paper cites Empirical Comparison of Black-box Test Case Generation Tools for RESTful APIs.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Empirical Comparison of Black-box Test Case Generation Tools for RESTful APIs

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:26:39.581993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.264312Z digest=sha256:9c353baa3a07b4b7be422d0bf1687e68d750148506f05339ff2731c2de81141e

Observation 2b8c3eb0-073c-438e-a32b-a693d58b1129 · outbound

This paper cites Restats: A Test Coverage Tool for RESTful APIs.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Restats: A Test Coverage Tool for RESTful APIs

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:26:39.553351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.270302Z digest=sha256:2c8e1f291507923138a30aebcda1d466f7e253b8c074450f81bb993fd9d6525c

Observation b563fcdb-6209-4472-991b-59384d884b55 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:26:40.305441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.276073Z digest=sha256:23a3cd01c6cfc0c152b05dace43a7a57cdc77ecdb631e14ded8eb5fbc62cecad

Observation ff8df0a3-d32a-47ab-981d-f54e29be4714 · outbound

This paper cites Large Language Models for Software Engineering: Survey and Open Problems.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Large Language Models for Software Engineering: Survey and Open Problems

Reference 13

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unresolved
no resolver link, observed 2026-08-15T16:26:38.281543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.281543Z digest=sha256:3f95f8493556600ba2952a45f70f47167244e0a331f1537c2612e099aaa238a6

Observation 9e029515-aa83-4387-b8ba-aa251a626744 · outbound

This paper cites 2023.Dot Net Development Service Market Size, Share, Growth.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study 2023.Dot Net Development Service Market Size, Share, Growth

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:26:40.290127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.287808Z digest=sha256:5700877c92f4b643728e81804fc2301281639bfa1bc4341adc13b7bd14ce4a08

Observation 35769b0e-a984-4443-a354-4bd5db4ee3e9 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:26:40.273718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.296202Z digest=sha256:a0cb15397de65f0e39f8fd59e37fb249ec2afa914722e5ffc7b461235858d403

Observation 359cfddd-ec50-4746-911b-ef8da5f4da9d · outbound

This paper cites Testing RESTful APIs: A Survey.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Testing RESTful APIs: A Survey

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:26:39.495628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.301852Z digest=sha256:9d0ff15fe7f5d099f7fe154d38ce2c86115e2129667a67ffbd963624f59a5898

Observation e885b5a4-5e27-4586-9aa9-ec0066072641 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 17

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T16:26:40.255788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.307459Z digest=sha256:d05c3cbee41a7bc64a669ef761a3d538f3e8b3434c480e9ba0aea2b49c70770a

Observation c9ffe9fd-b249-4944-9c4a-b2897d612e87 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 18

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unresolved
raw_fallback, observed 2026-08-15T16:26:40.238429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.313827Z digest=sha256:90ef222e8b1f8519d796367503bee88d361ad31cd759917db9eea8fc38422b08

Observation e5c29521-05d9-4631-b943-0641779a082d · outbound

This paper cites Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives

Reference 19

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unresolved
no resolver link, observed 2026-08-15T16:26:38.319088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.319088Z digest=sha256:61d67db1918387567e5057f1b6003c2332620373a1cdd2fb107899997de14a97

Observation 4fd58445-2f63-43f9-ba1b-c48e2d2fc365 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 20

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unresolved
raw_fallback, observed 2026-08-15T16:26:40.222851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.324918Z digest=sha256:57bc7b3d55d58e62e0c8f8f8ff7803aba3cdcd212dd3dffa29ec8bae416a3a64

Observation 3fddb3bf-c3df-4613-b9cc-3e30a8cc6e69 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 21

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unresolved
raw_fallback, observed 2026-08-15T16:26:40.206965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.330101Z digest=sha256:a5d95a4744b498d57f9f0877a4820e91d5228d5ec16288b89ec270d3fcdeeef2

Observation 17351bfa-7a5d-4cb1-be1d-9af42c389be5 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:26:40.190967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.335034Z digest=sha256:a410d6e73f0bdc0c84afc722630d8fe5a35a7c9e418d26e6de6740fe85e13eed

Observation 0c975042-1c3b-4949-93cb-a7d3d4bea48d · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 23

Resolution
verified exact
raw_fallback, observed 2026-08-15T16:26:39.411184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.346655Z digest=sha256:8e8688c65587146c9696a8dbdc5a5e520112933479804166aef57aa1daab39fe

Observation b037a0d0-7b22-4bc3-a758-f372e488f7ee · outbound

This paper cites Decomposed Prompting: A Modular Approach for Solving Complex Tasks.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Decomposed Prompting: A Modular Approach for Solving Complex Tasks

Reference 24

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no resolver link, observed 2026-08-15T16:26:38.352878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.352878Z digest=sha256:fab27c41279554dff0121cc2d8c1d64d6eabc282893d64cc78469eeedfe108d4

Observation d7d37c1d-0319-4964-b23c-0ec41f313823 · outbound

This paper cites LlamaRestTest: Effective REST API Testing with Small Language Models.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study LlamaRestTest: Effective REST API Testing with Small Language Models

Reference 25

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unresolved
no resolver link, observed 2026-08-15T16:26:38.358636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.358636Z digest=sha256:8b3ac8b6d41f98a72c57e0efe2aca17ce4e542d8e53298cbb04ef59c7b316b73

Observation 2f93b4e8-497b-4d3e-97ca-c7315d5733bb · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 26

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unresolved
no resolver link, observed 2026-08-15T16:26:38.365172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.365172Z digest=sha256:9b475dbb5024242933c58972929f5d7196d99b2b7282b74a5d9ef7459c69e175

Observation b60b7c80-4499-4f70-a718-1269f9b35a07 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 27

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unresolved
raw_fallback, observed 2026-08-15T16:26:40.171858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.370302Z digest=sha256:0398b42817057ba496baad0d16897c14b135c01c1967c4afa1e2f40ad03eb6fb

Observation 84dd0496-5ffb-4774-9fbd-ee720ac019be · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 28

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T16:26:39.206904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.375644Z digest=sha256:b92a095ebb2b2319f24459b304a4cf0d9b768fb65f429b34c92fd6f9c831c2f8

Observation 66e207fe-12a2-443f-a183-ec8e9144903d · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:26:40.154718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.380697Z digest=sha256:b35ce09a7b8c3ecbe0b6368277bf9f81b4815b1ccdcbac22f92c7ee54bbc44f8

Observation 45872674-1476-4ab6-a199-60ebdfff93b8 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 30

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unresolved
raw_fallback, observed 2026-08-15T16:26:40.137445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.386824Z digest=sha256:21192b99a989f0943e96ff3debe4409896c46c82f3e8d06f7b43642e40acceef

Observation 4dc07341-c47e-4488-a87b-f7f1d1928ab8 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:26:40.120630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.393374Z digest=sha256:f3c753adfd6866304133fc0c789c81e1bf102bdb83f3de7ddc2857fbd096369d

Observation c3b65e78-0080-4739-82ca-8c9fc808800a · outbound

This paper cites 2025.Integration tests in ASP.NET Core.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study 2025.Integration tests in ASP.NET Core

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:26:40.104733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.399755Z digest=sha256:ce60b01b86221e99d1a52156b406cb2e590918b01fb2d4cab275c2b24c602320

Observation 0cf331f9-6e49-49fb-924e-0aebb4f36891 · outbound

This paper cites A Closer Look at System Prompt Robustness.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study A Closer Look at System Prompt Robustness

Reference 33

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unresolved
no resolver link, observed 2026-08-15T16:26:38.404801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.404801Z digest=sha256:514b4eda22178a64e9a055d92f190a5a4074b40d21de74a65b6de9d4cdd30c71

Observation 848d81df-7cf9-443a-a1be-7fabc5139ffe · outbound

This paper cites 2024.LLM System Prompt vs.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study 2024.LLM System Prompt vs

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:26:40.089510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.410018Z digest=sha256:1a4e44e51d7f7792629a7a207deb3b16e26e93c281ffe3be94595c7fca86eb3a

Observation 4ac53634-0753-4cda-a1a5-9c8d648cca2b · outbound

This paper cites 2015.Building Microservices: Designing Fine-Grained Systems.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study 2015.Building Microservices: Designing Fine-Grained Systems

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:26:40.073290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.414925Z digest=sha256:d3a5bddb26151eef87e950a2f18fad7f35b00b439989cb82dee9c2535d416ab2

Observation 162094b8-3812-46e1-9cc9-2e74298ae4b8 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 36

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unresolved
no resolver link, observed 2026-08-15T16:26:38.421064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.421064Z digest=sha256:778b6135cb4d36e61e5d325dffe0af8759723d0450a3362ab5e705cd66707295

Observation 7076b346-7312-46b5-82d5-1d90e970646e · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 37

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation a8f6235a-4ee3-4dd5-bb36-5d030c21bf57 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 38

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Observation 53409a26-e2ec-45a7-9c64-33e3e4694624 · outbound

This paper cites Ostrand and Marc J.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Ostrand and Marc J

Reference 39

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no resolver link, observed 2026-08-15T16:26:38.438383Z

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source=pdf_text observed=2026-08-15T16:26:38.438383Z digest=sha256:c72c143d6fffe43c7145b2c0317332355117ad33ec2d42ef251af07532d6cfd0

Observation 7f597263-5482-473e-838f-651808eba7fc · outbound

This paper cites Ouédraogo, Kader Kaboré, Haoye Tian, Yewei Song, Anil Koyuncu, Jacques Klein, David Lo, and Tegawendé F.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Ouédraogo, Kader Kaboré, Haoye Tian, Yewei Song, Anil Koyuncu, Jacques Klein, David Lo, and Tegawendé F

Reference 40

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no resolver link, observed 2026-08-15T16:26:38.443744Z

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Observation 4a114d7d-f7ec-4e0b-99df-31f2e5af672c · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 41

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raw_fallback, observed 2026-08-15T16:26:40.032880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation ce0f175a-958e-4ba8-9a66-7664cf40228e · outbound

This paper cites How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark

Reference 42

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no resolver link, observed 2026-08-15T16:26:38.459900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.459900Z digest=sha256:a3fab1301863efedfb02bce351bb8ce453ea08d616e7a9d5fc1f5c30bda2ef57

Observation 09144197-e158-4bae-bab0-a878daa9e3e8 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 43

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raw_fallback, observed 2026-08-15T16:26:39.993432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation c6931715-a0c0-422d-9669-18235e652f51 · outbound

This paper cites 2010.Software Engineering(9 ed.).

Combining TSL and LLM to Automate REST API Testing: A Comparative Study 2010.Software Engineering(9 ed.)

Reference 44

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raw_fallback, observed 2026-08-15T16:26:39.977411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 39b08fec-11c4-4854-8717-2cb714ae31a7 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 45

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raw_fallback, observed 2026-08-15T16:26:39.960173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.478449Z digest=sha256:d81e7c8d29a90db940bcf9955775247324add55b26ef8e91e02e5506b29e9804

Observation 98b59b70-3c02-4c79-b680-2c54d547cc11 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 46

Resolution
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raw_fallback, observed 2026-08-15T16:26:39.941589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.491211Z digest=sha256:39a5a4b7356b076c4820fd0071d0ae682c16626d9bd212f7d41eb83615d6c7d4

Observation bd7e9aae-cb42-459e-b37f-9f88828af280 · outbound

This paper cites 2025.Stryker .NET - Configuration.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study 2025.Stryker .NET - Configuration

Reference 47

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verified fuzzy
raw_fallback, observed 2026-08-15T16:26:39.922770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.496902Z digest=sha256:0b37941e9c75fcf1c42630ea0d37bc262e956727038975344ea4741ed84e42bd

Observation a32ab4fb-df37-476b-bb85-4ef8fc6e20d4 · outbound

This paper cites Aichernig, and Bettina Könighofer.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Aichernig, and Bettina Könighofer

Reference 48

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raw_fallback, observed 2026-08-15T16:26:39.903939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.502897Z digest=sha256:3a06bc1c0fac953b9e08f2079f7632d4bbfc2340ab6d621d554e724c55a1ae12

Observation 20a79b17-057b-434d-8594-32dff2ceb583 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 49

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raw_fallback, observed 2026-08-15T16:26:39.881390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.514663Z digest=sha256:cad2d6b097f4d09d37688ea93fa836f6ae3850e7bb134640b3d104c2aa62a7b1

Observation 84641180-f397-4752-928a-05f4acdbb855 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 50

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raw_fallback, observed 2026-08-15T16:26:39.862963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.520447Z digest=sha256:88ec1508baa3135db33b3e77ebe92583f086e7a9e5889866d52485d8f91e9f1a

Observation 2bee77c4-4757-42e4-9711-32d3be17c6f3 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 51

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raw_fallback, observed 2026-08-15T16:26:39.845590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.525838Z digest=sha256:e7c1b260f81623142818e022e8a9d6e47ff65ab83e7a76b856ae5a8f3581e5cf

Observation 8fb76be8-59d7-447f-94d3-70eb2cd39f74 · outbound

This paper cites InProceedings of the 46th International Conference on Software Engineering (ICSE).

Combining TSL and LLM to Automate REST API Testing: A Comparative Study InProceedings of the 46th International Conference on Software Engineering (ICSE)

Reference 52

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arxiv_id_nonexistent, observed 2026-08-15T16:26:38.848640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.507884Z digest=sha256:a40c37890a3d3190e54cf329604b1e4e4a5d36579236bc895c3bb9bf5df20b13

Observation e369026a-1713-4033-add2-c730cf21496b · outbound

This paper cites Software Testing with Large Language Models: Survey, Landscape, and Vision.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Software Testing with Large Language Models: Survey, Landscape, and Vision

Reference 53

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no resolver link, observed 2026-08-15T16:26:38.535747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.535747Z digest=sha256:d21c4c5203d6544a9f31b6ad450149a79e52f4c8a18752db15d8b6f359e779a6

Observation 7d2635f0-3e2c-4f01-a766-30174f68081d · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 54

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raw_fallback, observed 2026-08-15T16:26:39.828739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.541972Z digest=sha256:5934933be45efde3ab93d22bf745c800353f2bd108de20b5d2aa3797a56a000d

Observation d2961752-69f7-4042-b9f0-395cb5a083b5 · outbound

This paper cites Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM

Reference 55

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no resolver link, observed 2026-08-15T16:26:38.548821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.548821Z digest=sha256:4dbb45d7cec9446c2128a36579d9d6ea8cd980b921596b414c2481ccfe8852c2

Observation bcd35ff9-a7ba-41f8-8a6d-eb8d377073a0 · outbound

This paper cites an unresolved cited work.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Unresolved cited work

Reference 56

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no resolver link, observed 2026-08-15T16:26:38.530517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.530517Z digest=sha256:c11962db7a87ed880bb9482f8445bf6ab7feb1ea00ac52349759fb138b487cbd

Observation 3114a198-65c7-413a-a6da-5b7a9c8ee419 · outbound

This paper cites Test suite effectiveness metric evaluation: what do we know and what should we do?.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Test suite effectiveness metric evaluation: what do we know and what should we do?

Reference 57

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verified exact
local_arxiv, observed 2026-08-15T16:26:38.668355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.560421Z digest=sha256:2f9b6365abc4a31136dd7781784f9376fd809b85c8f8dbeccee22dfd1975f20e

Observation 22fcc6b1-d693-4274-9518-6a083a81bbd3 · outbound

This paper cites SPRIG: Improving Large Language Model Performance by System Prompt Optimization.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study SPRIG: Improving Large Language Model Performance by System Prompt Optimization

Reference 60

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no resolver link, observed 2026-08-15T16:26:38.554988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:38.554988Z digest=sha256:2fc3d0e757f055e909f868f65ff346403007ef29aeda5c664c281dc157089116

Observation 2adf4c6b-9c04-4070-a4ac-16dc3f899a4f · outbound

This paper cites In2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA).

Combining TSL and LLM to Automate REST API Testing: A Comparative Study In2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA)

Reference 2017

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verified exact
doi, observed 2026-08-15T16:26:38.604967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.484507Z digest=sha256:c9b2554de39916327ec81487a704eb082f1557cce41ccf6e7a92dca180299038

Observation 8f8a01ba-7eb4-4945-a437-e0467f03adb1 · outbound

This paper cites Mind the Gap: The Difference Between Coverage and Mutation Score Can Guide Testing Efforts.

Combining TSL and LLM to Automate REST API Testing: A Comparative Study Mind the Gap: The Difference Between Coverage and Mutation Score Can Guide Testing Efforts

Reference 2023

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metadata mismatch
local_arxiv, observed 2026-08-15T16:26:39.445991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.340641Z digest=sha256:afa1f7b78c31c6e8f5a5717f573938a96513244bbe95100cbc69c64e184be506

Observation 71f16917-fe8d-4f25-9cfe-22eed17eca03 · outbound

This paper cites https: //www.inf.usi.ch/faculty/pezze/media/SE2030SENreport.pdf [Online; accessed 1-Apr-2025].

Combining TSL and LLM to Automate REST API Testing: A Comparative Study https: //www.inf.usi.ch/faculty/pezze/media/SE2030SENreport.pdf [Online; accessed 1-Apr-2025]

Reference 2024

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verified fuzzy
raw_fallback, observed 2026-08-15T16:26:40.011738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:26:38.454765Z digest=sha256:b1feb273b0413f4bc841ca21d7d7964bf858476b9c175d005c3802dc85edb5be

Pith citing papers

Observation 7f2c8993-664f-405a-9b0d-61e17fe8a223 · inbound

RESTestBench: A Benchmark for Evaluating the Effectiveness of LLM-Generated REST API Test Cases from NL Requirements cites this paper.

RESTestBench: A Benchmark for Evaluating the Effectiveness of LLM-Generated REST API Test Cases from NL Requirements Combining TSL and LLM to Automate REST API Testing: A Comparative Study

Reference 12

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arxiv_id, observed 2026-05-12T00:01:14.101898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-07T15:57:55.966235Z digest=sha256:618ecc0b53656ad86da26d16f22c3d23b5ca4be7c3bdd925fab8da75acb436fe

Observation c21a1b8e-a852-4cd5-a02f-2cf45c9bea35 · inbound

To Vibe Research or Not to Vibe Research? Generative AI in Qualitative Research cites this paper.

To Vibe Research or Not to Vibe Research? Generative AI in Qualitative Research Combining TSL and LLM to Automate REST API Testing: A Comparative Study

Reference 75

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arxiv_id, observed 2026-05-09T20:32:22.843927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-05-09T20:30:05.062191Z digest=sha256:ca12972fe9f78c88bb67be7892c0848abdd3875618a8b06da5c8779453c16e53

Observation e18dc8cd-bf35-426b-aca2-a48611228110 · inbound

Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding cites this paper.

Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding Combining TSL and LLM to Automate REST API Testing: A Comparative Study

Reference 67

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arxiv_id, observed 2026-05-12T05:41:27.150099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-12T05:01:38.118237Z digest=sha256:d00fcf839fc9ba977c33a931bf4fbee3c96bb6c9f2cd2ea2e8a2b172e8e3c140

Observation 009a288c-4ecf-4832-975f-7f0c38fa7cb5 · inbound

MASTOR: A Multi-Agent Approach to Semantic Test Oracle Generation for RESTful APIs cites this paper.

MASTOR: A Multi-Agent Approach to Semantic Test Oracle Generation for RESTful APIs Combining TSL and LLM to Automate REST API Testing: A Comparative Study

Reference 8

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arxiv_id, observed 2026-07-03T06:17:42.519659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-27T12:43:39.624258Z digest=sha256:fbfc7ca1c295c90e2dafec6fa76fe24fa3c9d1bb6de7e69cc5884cb96cf33022