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Paper Citation Record · LEDGER

PyGen: A Collaborative Human-AI Approach to Python Package Creation

As of 23 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 0 inbound Pith citation observations for arXiv:2411.08932.

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

pith.paper-citation-record.v1
2411.08932 v4

Coverage vector

measured 100 of 103 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:47:43.931222Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 103 outbound references displayed

  • verified exact2
  • verified fuzzy30
  • unresolved68
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 082ed503-d0bb-44fc-b55f-1385689a6ff1 · outbound

This paper cites G., & Campbell, D.

PyGen: A Collaborative Human-AI Approach to Python Package Creation G., & Campbell, D

Reference 1

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Source-reported events for the cited work

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Observation 1da7ee18-98fb-4d7e-98ee-e958f9fb0986 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-12T21:47:43.481081Z digest=sha256:0d46329d83b26c6141c18dfd8cc6cdf079bc75f3fb749dd06c8289ee545f2d1d

Observation fd2b52a3-2f99-4c66-aa95-c99ebfcdcc9b · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-12T21:47:43.486230Z digest=sha256:73c5f6d454e4a5cf7ac2d2a555aa15da69b05774c85c29525a6f470bbd3cea94

Observation 697aa0bf-93ca-4d18-9c76-06eb22030bf8 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-12T21:47:43.491542Z digest=sha256:c065468465a1fedde20ea7cec702efd12856b3002adeebdf2038601eef4b835c

Observation 915436b0-93a5-4a6c-a591-7b334edd3c5f · outbound

This paper cites L., Sarachaga, I., Burgos, A., Estévez, E., & Marcos, M.

PyGen: A Collaborative Human-AI Approach to Python Package Creation L., Sarachaga, I., Burgos, A., Estévez, E., & Marcos, M

Reference 5

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source=pdf_text observed=2026-08-12T21:47:43.496271Z digest=sha256:f350c1a9c4765528f087d25033217f8bb494b06292f21ad4e1b6b04bb235714c

Observation 4b386cd2-126c-4dab-ae39-6fa9331150c9 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation aa0cad57-187f-455c-a15d-8009f3bb1e9c · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b9658be9-c112-4e88-824a-64cb4527c3b4 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.510995Z digest=sha256:7d378091ce76a4433db27d7a5c5e09c14f25f90de9dfe6466b60a7859e240ac2

Observation dac4decc-84ca-47e4-a08f-aeebae9f4577 · outbound

This paper cites Large Language Models as Tool Makers.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Large Language Models as Tool Makers

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.516090Z digest=sha256:2cb3675588fd6597a3bb3f4bd7745e6a06d68a8432bc9a6aa8203e4495660675

Observation 0ea8f1d2-73cc-47af-90f8-2f06f1b93a7b · outbound

This paper cites Tool Learning with Foundation Models.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Tool Learning with Foundation Models

Reference 10

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source=pdf_text observed=2026-08-12T21:47:43.521060Z digest=sha256:640c52c1b5e56ae2a48b6ac183ff1457f486cb5ff2e4c23c1df8f3b51efe2f1b

Observation 47f75a1b-0b03-433a-8124-df2781ac7124 · outbound

This paper cites T., Maynord, M., & Perlis, D.

PyGen: A Collaborative Human-AI Approach to Python Package Creation T., Maynord, M., & Perlis, D

Reference 11

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Observation ea22395a-71d2-47eb-9c48-9de66e370f08 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 12

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Observation 70642ad6-3f53-4d62-87d9-dc30cf6eca2f · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 13

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Observation fb449c1c-fe8a-4f22-98a0-385f79639541 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 14

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Observation 7106cb2a-8d57-4e54-a5ad-e4362e1ba525 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 15

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Unavailable: canonical work link unavailable.

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Observation 69d40666-1c25-4aef-8e9c-c27f8c36b011 · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

PyGen: A Collaborative Human-AI Approach to Python Package Creation The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 16

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Observation 047bdb2e-a05e-4ca8-a9ea-d6e4a8e8517b · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 17

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Unavailable: canonical work link unavailable.

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Observation c8f9013b-da5d-404d-98f7-a0698543015b · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-12T21:47:43.558420Z digest=sha256:f4c392a0b7fea9b7def7a845b09d5c97d89a2b56a98da1eab363b3adaa5580b6

Observation 4e968b32-1c07-45f0-81b8-573de25d20e4 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 19

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Observation a21ff596-9b9a-4fe5-aebc-989190230103 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9589dc1d-f339-4c10-a5fe-b323c154a24a · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Gemini: A Family of Highly Capable Multimodal Models

Reference 21

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Observation 6f1b6e78-d5d1-4fb2-90e6-33da0989bbfb · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

PyGen: A Collaborative Human-AI Approach to Python Package Creation LLaMA: Open and Efficient Foundation Language Models

Reference 22

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Observation f781b873-2f4c-4983-89c6-38a1a2fc12e6 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 23

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Observation 4e77f1e9-461d-4769-8114-b16dbe31d25f · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 24

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Observation c2e468b6-ecf9-4ddf-981d-fa937b4a0a79 · outbound

This paper cites Mistral 7B.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Mistral 7B

Reference 25

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Observation 630492c8-0189-4dd9-84d8-77c07f7a8c2f · outbound

This paper cites C., & Stanley, K.

PyGen: A Collaborative Human-AI Approach to Python Package Creation C., & Stanley, K

Reference 26

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Observation 43f94f68-dfd8-4fdd-ace6-6bcadd09eb8c · outbound

This paper cites O., Lehman, J., & Soros, L.

PyGen: A Collaborative Human-AI Approach to Python Package Creation O., Lehman, J., & Soros, L

Reference 27

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Source-reported events for the cited work

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Observation e94cb1db-b9eb-422f-bab3-26e8232f4040 · outbound

This paper cites Evolution through Large Models.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Evolution through Large Models

Reference 28

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Observation d88b6dfc-26ac-4d32-b391-f5f1bbcb52f6 · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

PyGen: A Collaborative Human-AI Approach to Python Package Creation The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 29

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Observation bbe2c28e-3da7-43d1-a2e4-44a5d9ccbbb7 · outbound

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PyGen: A Collaborative Human-AI Approach to Python Package Creation P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks

Reference 30

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Observation ca68f4ed-9373-4a38-943b-a37ce8253b0a · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 31

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Observation b7c62ffb-4eef-491d-806e-b9706b72a538 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 32

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Observation e0dd1b3d-4b02-492d-864d-538b8680438f · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

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Observation 88073917-d47e-46b9-bd0b-24a3c75208e5 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 34

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Observation eeec98ba-1834-4cdc-9b94-e53a82bd26d6 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 35

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Source-reported events for the cited work

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Observation 8f3262ef-63c5-4b06-b461-778e2a93a08b · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation b5408b69-0793-4f58-8d63-7d67fec057fe · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 79abf3a0-3ae7-4951-9afb-785e46bcdc69 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 38

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raw_fallback, observed 2026-08-12T21:47:45.150624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 31d86290-d727-4d91-bd63-95b6bedf5de7 · outbound

This paper cites N., Kaiser, Ł., & Polosukhin, I.

PyGen: A Collaborative Human-AI Approach to Python Package Creation N., Kaiser, Ł., & Polosukhin, I

Reference 39

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation b7a48c21-0e1b-409e-bbc2-a03e8957c5ce · outbound

This paper cites Adam: A Method for Stochastic Optimization.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Adam: A Method for Stochastic Optimization

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-12T21:47:43.659081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.659081Z digest=sha256:5a713979cae515f6f8853366a03b25f6275cf0683fd5cf18ec5090156c5cfb06

Observation a09b9494-d377-431d-b492-2ff995f98c57 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:45.121050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.663596Z digest=sha256:1a424ea3b765f110d7e1704d1079dfe90215d599ac6e7bc4b612814bfe461ccb

Observation 24ec0a68-8376-4887-9cb1-0e594d72ad18 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:45.105973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.668051Z digest=sha256:b9c6eef7b42f9056db8551063b17fed0e16ca73b8208dab9c7f996d2343cd85c

Observation ffbdc429-a4fc-4917-9b55-5328b1c689eb · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:45.090882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.672280Z digest=sha256:0b2a46d20fecc5d0bc9ce7b2b3ff19a6b9971718145796466e31bd551200d961

Observation 62a1ba18-1b26-4a88-b451-6b853143ccab · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:45.074995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.676883Z digest=sha256:2706fc821c5797b48b91063aa7cedc8b7982530ce9b7654b93e7d289f3beb1ac

Observation 34f6ea70-770d-40f1-a5a2-d5c21694c39b · outbound

This paper cites A., Veness, J., Bellemare, M.

PyGen: A Collaborative Human-AI Approach to Python Package Creation A., Veness, J., Bellemare, M

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:45.060312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.681124Z digest=sha256:fa81d207009a316384ba7ad77dea4712c74d54949e3cb3e9f094f01572335ef6

Observation 64f8463e-85cf-4290-98b5-3ca8d279ff26 · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Self-Refine: Iterative Refinement with Self-Feedback

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T21:47:43.685898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.685898Z digest=sha256:455980d1709f40548d37e597bf6c387258b9870c006b27de8196248fef8ea266

Observation ef25287c-28f4-42f8-a137-bbcb35300ff6 · outbound

This paper cites Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T21:47:43.690458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.690458Z digest=sha256:e7eba4e859244fdff0ded83a134854fb4118dbe4a248654c6fa6fd8874553050

Observation 53c91c75-f9eb-49a3-afb0-b7a83da97bcb · outbound

This paper cites AutoML: A Survey of the State-of-the-Art.

PyGen: A Collaborative Human-AI Approach to Python Package Creation AutoML: A Survey of the State-of-the-Art

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-12T21:47:43.694941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.694941Z digest=sha256:841f4d2cb22248d56bdf182ab89819d8c41d9f769b4d4ea5ff37a7b1979113c0

Observation 27a1643b-6e4b-4e19-954f-b5ef45c7eb2a · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:45.045642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.699800Z digest=sha256:2ce5c741a712ea5a35ef8811fbcdf586d198b53b3a143f2207cd2e2cfd9aee77

Observation 9342547f-97d0-42c4-87cc-62a17de5b099 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:45.030715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.704271Z digest=sha256:56b989b335c1aa35acd227373199d89ab1ff86c7f4de39dc5d06755d9a88c033

Observation 3a7474d2-cf85-4780-afd9-6c85f0fbad9d · outbound

This paper cites (Santu), Hassan, M.

PyGen: A Collaborative Human-AI Approach to Python Package Creation (Santu), Hassan, M

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:45.015210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.708660Z digest=sha256:cdd5851ae01be531d471fff81932e41475a76801b123b475a85719253f034f18

Observation fe5b3f21-8a89-4194-abf7-db6da01d1f9f · outbound

This paper cites An Open Source AutoML Benchmark.

PyGen: A Collaborative Human-AI Approach to Python Package Creation An Open Source AutoML Benchmark

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-12T21:47:43.713252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.713252Z digest=sha256:06731990a1306892288ec5aa0a217b878ebf549de7f79b43761374cd9d56fe97

Observation f56b8da9-2289-4211-8376-cf71c60d9685 · outbound

This paper cites KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI.

PyGen: A Collaborative Human-AI Approach to Python Package Creation KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-12T21:47:44.090346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.717997Z digest=sha256:bf44c8a906a6f7527558c15a8aba94d209b32bbea1c6f37bee8d891c69c1dec5

Observation f9669205-e81c-4e57-891a-cb80128d4d5a · outbound

This paper cites H., Rahmani, H., Shah, S.

PyGen: A Collaborative Human-AI Approach to Python Package Creation H., Rahmani, H., Shah, S

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.999638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.722556Z digest=sha256:cff8cebe443fd78f1e9b5d030ebb43d70e730e88f23ca14c290eb68e40d5ca10

Observation 1c94a28a-3a3e-4b65-b77d-450dab0242eb · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.984421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.726814Z digest=sha256:4c79534ce6a27750bcc9650cf7c6488205d925436aa81445c2646af436e42c92

Observation 66ed24b1-8b62-4cab-86cf-cd86b5490755 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.969935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.730932Z digest=sha256:8f70d56a18eacd0bc486c4abbe8c50c3cd1442df8ed91d092a7dd9349838d75b

Observation 571ad3a5-34c4-4970-85e3-e6df2dd2068e · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.955624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.735404Z digest=sha256:94ea44433fdf3f1c6ac1d56294c989634cf02182adb7c1dd777753e62fc79dc0

Observation 97265ee9-d93a-4007-99ec-b0395126c0e0 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.940965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.739790Z digest=sha256:50969cf46ac2a35375e5fb22e02f6379ad5b3dbef5492bc074abfd40719a26bc

Observation 39d6c28a-ef7f-4261-84eb-d23a0716d581 · outbound

This paper cites U., Islam, R., & Sadek, M.

PyGen: A Collaborative Human-AI Approach to Python Package Creation U., Islam, R., & Sadek, M

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.926550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.744374Z digest=sha256:07810cef7b313b128ace823adc346a3cf486fb6127f44058b4c67e418827905d

Observation 9c8dd263-d2eb-4fe5-8453-8e15ac6caaaa · outbound

This paper cites B., Shahin, I., Attili, I.

PyGen: A Collaborative Human-AI Approach to Python Package Creation B., Shahin, I., Attili, I

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.910766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.749231Z digest=sha256:9820481f81c0018a4760a9a8dab5aa07a936480e2a16b654026c20efb6701c71

Observation a6742671-be8e-4360-a780-02c5d1f1cbe4 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.896094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.753685Z digest=sha256:33c5121f63e1ca2597185e46bd8b733691022baa441bf710f70d52c9444accf5

Observation d1204e8a-4c37-40ac-a030-ed92f24f7e10 · outbound

This paper cites A., Jones, E., Babar, M.

PyGen: A Collaborative Human-AI Approach to Python Package Creation A., Jones, E., Babar, M

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.882155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.758070Z digest=sha256:cb41cfbb42ecf9751f8087e338f88fa72bedcb360b972e44e9abc82b02435ed2

Observation bd7cc149-cdb2-41c1-9122-01539f677050 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.867890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.762393Z digest=sha256:2651cc00005bdc56f4fd4b6b7cdc33540d819cc6439f5f715f34a2995a7d5dd3

Observation 2cc05bb2-b7d2-4a8e-b8e4-41dd96054a82 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.853312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.766842Z digest=sha256:2814e2fc33d048e5a56a06c0fadb87f0edd6188a131c2a505fa2e0c568ac33b0

Observation 5c7d5392-69ab-4ad9-8542-c0a7c13f86b1 · outbound

This paper cites M., Shor, P.

PyGen: A Collaborative Human-AI Approach to Python Package Creation M., Shor, P

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.838530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.771317Z digest=sha256:5e8efb2af3de29e7507fcd782689b18793e07c99a10bc538fc57a35e146890b7

Observation 6f525f2d-76d4-4314-a4c4-d23eab480698 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.824278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.775915Z digest=sha256:da6b6db868f324eab3764f18d69a136b50c05eebe50e16adc36be78dc89dbc7b

Observation cbc005c7-3eb8-4b96-82e2-8ccc7d21a17d · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.809241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.780311Z digest=sha256:819ff118ae3d413c9de7c729373ac2cfb2319818c5af3d07fcb641ae80c9450a

Observation 0a94f628-3c5c-4894-b174-8604946c2c2b · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.794183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.785291Z digest=sha256:249ac29f59d40e68f36f9a83f083f9cff739bee8668ece855a3adf65f94d4758

Observation c5352eef-8d30-46ba-a7b2-c05928e4011c · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.779188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.789815Z digest=sha256:811d3fb7093b1076e7e16989a248b30d042f9e3ab4267d7e6cf0ac597fdeea76

Observation 73009a17-fcc2-4e3d-81af-ce9539bf26d6 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.763810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.794477Z digest=sha256:de23361be402c0bd0afa1c52a3337634ae90f88552947d861ba29163bc9dafa2

Observation fb7e436c-54e3-4adc-acca-ccbd204da41c · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-12T21:47:43.799297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.799297Z digest=sha256:f37347af2d0f8f642f21bcf6c67c39b9dbc56f16345f1304e1f4d4c1274b9433

Observation 163ccd5e-ef4c-44c6-b4c8-022d2f54df70 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Constitutional AI: Harmlessness from AI Feedback

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-12T21:47:43.804172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.804172Z digest=sha256:ef6f51c6e5f6997aaa304ffadbd5b1b7da1b576eb36971b326401c05180415a6

Observation 0eaaf5c7-c984-4ea5-89e4-5c988f9766e5 · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.748752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.809027Z digest=sha256:fd3710ac3bb742a5591ba37038c30f36317d27682340c71313f07035984a955a

Observation d6e50626-399f-4ec4-9f74-220bae3f1393 · outbound

This paper cites Red Teaming Language Models with Language Models.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Red Teaming Language Models with Language Models

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-12T21:47:43.813558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.813558Z digest=sha256:88399a364f6b5db9babcd5999572162b55d97362f1202cbc572a737e0d9427cb

Observation ab79d4aa-e573-4bcc-8a4d-99294a66194e · outbound

This paper cites Evaluating Large Language Models Trained on Code.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Evaluating Large Language Models Trained on Code

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-12T21:47:43.818307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.818307Z digest=sha256:8c71a43ddb095666aa966719775ad90fb853d4090340cba19f970ce892842da6

Observation 4ec8208d-d4e9-46b8-8c78-224c774efe69 · outbound

This paper cites EGEON: Software-Defined Data Protection for Object Storage.

PyGen: A Collaborative Human-AI Approach to Python Package Creation EGEON: Software-Defined Data Protection for Object Storage

Reference 76

Resolution
verified exact
local_arxiv, observed 2026-08-12T21:47:44.006672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.823220Z digest=sha256:b286df157b8caa5c76b90388c9bb5da3cdbce187df13dd3ba03032a0c2122561

Observation 9d4e474f-fc81-486e-942f-a87bf11db9db · outbound

This paper cites an unresolved cited work.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-12T21:47:44.734016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.827882Z digest=sha256:dd35f875a3cc69ddf39f8e26d49ea7d8be52a15a22889067cee63c1a112cd843

Observation c4709a97-845b-4bdb-8bb0-610647bcc293 · outbound

This paper cites Exploring Autonomous Agents through the Lens of Large Language Models: A Review.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Exploring Autonomous Agents through the Lens of Large Language Models: A Review

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-12T21:47:43.832265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:47:43.832265Z digest=sha256:78a5e4d58bb65ef8d2bd912b6fb979297a694f876bff3eb4bd8ad0f293b88606

Observation f6867418-b16f-4d1e-9f37-1b007ed205ba · outbound

This paper cites Language Models as Inductive Reasoners.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Language Models as Inductive Reasoners

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.719176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.836964Z digest=sha256:4d03f5d62b833075f01ab13c505ede29f269c8e036ed32b7a46982339f750a9f

Observation 4e264ca0-d0b8-4fb9-ae4c-d939c940d1b2 · outbound

This paper cites Goal-Driven Discovery Using Language Descriptions.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Goal-Driven Discovery Using Language Descriptions

Reference 80

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verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.704059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.841557Z digest=sha256:9af0e19efd03fa7621fcdd6d3db6f0796edc94c3bb0db6d7e108d766cb682c01

Observation f078de19-ef5f-45e7-92fa-3e6bf58e67bf · outbound

This paper cites Symbolic Learning for Self-Evolving Agents.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Symbolic Learning for Self-Evolving Agents

Reference 81

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verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.688431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.846002Z digest=sha256:d19dca2a32961d821de721fe635105ca4ed46ef0e5d8b81880d987e49dc61697

Observation 5b076837-d432-4649-98c2-88da9c2afdb1 · outbound

This paper cites AgentVerse: Multi-Agent Framework for Dynamic Adaptation.

PyGen: A Collaborative Human-AI Approach to Python Package Creation AgentVerse: Multi-Agent Framework for Dynamic Adaptation

Reference 82

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verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.672160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.850319Z digest=sha256:d7c6a16101b399c88767723af8a6a24c55a73cc7da5b1a3f7a4871bfe54bbb0a

Observation e86d69c4-76a6-4263-903f-1954407167bb · outbound

This paper cites Adaptive Team Building in Multi-Agent Systems.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Adaptive Team Building in Multi-Agent Systems

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.656928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.854811Z digest=sha256:fd03452795b0056d95d208c567c7161ead235f807e5c02ba9c97f8018c3093ce

Observation 53a684af-da33-4365-ad0d-15b426211aec · outbound

This paper cites Generating Interdisciplinary Research Ideas Using Knowledge Graphs and LLMs.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Generating Interdisciplinary Research Ideas Using Knowledge Graphs and LLMs

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.641820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.859566Z digest=sha256:0c7881cc697f9eeea7e9af259681185a532373854ee17b3e39957b5d54420830

Observation 358327ee-2046-446c-9e61-10ffa3daa4f5 · outbound

This paper cites MAgIC: Benchmarking LLM Agents on Adaptability and Collaboration.

PyGen: A Collaborative Human-AI Approach to Python Package Creation MAgIC: Benchmarking LLM Agents on Adaptability and Collaboration

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.626985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.864098Z digest=sha256:cadb19a2de786f283e7d496ee05bd8916935a10e90d23faa1d3c6e455ee918ba

Observation f013a415-dc67-49f6-a56a-afd33ab99204 · outbound

This paper cites ToolLLM: Enabling LLMs to Utilize Real-World APIs.

PyGen: A Collaborative Human-AI Approach to Python Package Creation ToolLLM: Enabling LLMs to Utilize Real-World APIs

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.612566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.868545Z digest=sha256:11daa9b9493bb4f3c39b0cc497e416185491901202f8116c9747fb1a2f316509

Observation fa5c77ae-5afb-41fc-8fa5-f47d499c3e1c · outbound

This paper cites EvoAgent: Evolutionary Extension of Expert Agents into Multi-Agent Systems.

PyGen: A Collaborative Human-AI Approach to Python Package Creation EvoAgent: Evolutionary Extension of Expert Agents into Multi-Agent Systems

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.597802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.872874Z digest=sha256:20ecf9d028a9f8dbef400abf5c52b79a0adde129917d73f1fd4fe82d0e4957f1

Observation fd029e73-15b1-4cae-8188-e5a77fa86c4e · outbound

This paper cites MASAI: Modular Architecture for Software Engineering Agents.

PyGen: A Collaborative Human-AI Approach to Python Package Creation MASAI: Modular Architecture for Software Engineering Agents

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.582885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.877574Z digest=sha256:9ae53ea40fc487cf319f768fde8c0a09eddae1ff96a0e5c48783ed7770fc0476

Observation f2f23ff5-d720-4c14-abdc-da2531910cb9 · outbound

This paper cites Can LLMs Generate Novel Research Ideas?.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Can LLMs Generate Novel Research Ideas?

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.567140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.881952Z digest=sha256:e698fbe2275483b2d13c8151da49924effff8bf49bb0aa9e008379649e98f720

Observation 3c391a33-f3ab-4b27-9e10-c0bf73f0f985 · outbound

This paper cites AutoManual: Framework for LLMs to Generate Instruction Manuals.

PyGen: A Collaborative Human-AI Approach to Python Package Creation AutoManual: Framework for LLMs to Generate Instruction Manuals

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.552140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.886272Z digest=sha256:25d28aba1ca2b730cf8eb4c51f482598366dc995ce431410f5f8eb48c6297ff9

Observation bc575dca-976a-432e-b181-614953e3f4cf · outbound

This paper cites Language-Based Agents as Optimizable Graphs.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Language-Based Agents as Optimizable Graphs

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.537550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.890611Z digest=sha256:f8fb288e5599159966838ba0b3cba8655ea65bef5926c690bbd7ddf7cf0fdbbc

Observation d09105e0-d4bb-4426-b2b2-609ccf41e3d7 · outbound

This paper cites AgentScope: Enhancing Multi-Agent Robustness and Coordination.

PyGen: A Collaborative Human-AI Approach to Python Package Creation AgentScope: Enhancing Multi-Agent Robustness and Coordination

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.522370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.895344Z digest=sha256:043d41590f3ae400dc80f7ccf5d2a20d4a68978ba1f863cac1d33d8e06fed063

Observation bb880e42-7190-43b0-aa4c-6d6d98967cd2 · outbound

This paper cites SciMON: Generating Research Ideas Grounded in Scientific Literature.

PyGen: A Collaborative Human-AI Approach to Python Package Creation SciMON: Generating Research Ideas Grounded in Scientific Literature

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.507702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.899872Z digest=sha256:b935a536a8a2634c7494a495079e849ace8ee026ebd2156b23913bd0d40d56c8

Observation 6effa40b-9137-45f7-a3f2-22d34e8e3a30 · outbound

This paper cites Unlocking Interdisciplinary Research with LLMs.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Unlocking Interdisciplinary Research with LLMs

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.492910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.904204Z digest=sha256:27742c8bcccbaec344a6889b6673fd7c0bb0d587f212e7f9982d68f3c7a27c1f

Observation 86d59167-0a05-4889-a717-62fb19a4138e · outbound

This paper cites Automated Open-Domain Hypothesis Discovery.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Automated Open-Domain Hypothesis Discovery

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.478292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.909043Z digest=sha256:629e30639f69e5fa9a28c0a743cf803e70f32eada3cfbee14fac3fa7f628b086

Observation cdcb5770-27b7-4b9e-b380-880fdd765c96 · outbound

This paper cites CodeAct: Executable Actions for LLM Agents.

PyGen: A Collaborative Human-AI Approach to Python Package Creation CodeAct: Executable Actions for LLM Agents

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.463120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.913467Z digest=sha256:e2d9a79f5a5de42ea74a2449a8c95b4cfa9bab1da4be2955bf3747d2519defca

Observation 6027b92e-c34a-4392-af35-1550170426b3 · outbound

This paper cites Zero-Shot Hypothesis Generation Using LLMs.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Zero-Shot Hypothesis Generation Using LLMs

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.447835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.917963Z digest=sha256:08189c0a13736ebe0108955aa068c53460e342cd378fd88af7da5ac591ca98e3

Observation 1a919a70-a2db-4acc-b622-35e1d6ae263f · outbound

This paper cites ChemReasoner: AI-Driven Catalyst Discovery Using Quantum Feedback.

PyGen: A Collaborative Human-AI Approach to Python Package Creation ChemReasoner: AI-Driven Catalyst Discovery Using Quantum Feedback

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.432124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.922128Z digest=sha256:fe0b50fc189b545673c9193b27db1cda617f54367a545f8caa2d0db7831504c3

Observation 9c3dad90-5337-4a48-93e0-81dbed5cdc23 · outbound

This paper cites Promptbreeder: Self-Improvement for LLM Prompts.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Promptbreeder: Self-Improvement for LLM Prompts

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.414774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.926631Z digest=sha256:3a5421f9c706e350cac424a6116cd16249b61e1d45c8e93af15e4dbe449d3a8a

Observation 14de7e2a-6bf4-484c-bf43-d4296b5d709b · outbound

This paper cites The Homogenization Effect of LLMs on Creative Ideation.

PyGen: A Collaborative Human-AI Approach to Python Package Creation The Homogenization Effect of LLMs on Creative Ideation

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:47:44.398686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-12T21:47:43.931222Z digest=sha256:5128486b1eca2592f9fc180eab428ad889255e35be605cc249178ee2de6298c5

Pith citing papers

No inbound Pith citation observations are available.