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Paper Citation Record · LEDGER

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions

As of 9 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 1 inbound Pith citation observation for arXiv:2507.21285.

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

pith.paper-citation-record.v1
2507.21285 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:00:21.833100Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T08:42:04.804042Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T08:47:49.730256Z

Reference resolution

57 of 57 outbound references displayed

  • verified exact3
  • verified fuzzy4
  • unresolved50
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 54529859-cf47-4535-99c7-fd6edffafbb1 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.531924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:18.535778Z digest=sha256:a0a03faa28d8699f1a8662ec46744b31b5568121060654b361c68bf608ac38b3

Observation 43d40ea2-b7f9-4729-b421-6afe532cdb82 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.507808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:18.691962Z digest=sha256:b59a82ef8b9bc9c4832127ce6fdac7f52f9d8394938489410893b89d1eec0632

Observation a48eaa51-3023-4cd0-ac32-7e6c21577157 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.481927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:18.809553Z digest=sha256:f3e926c9b35c0db199443a142b7a5fba5c88d9aa3351fa42506ee75cea3ee476

Observation 2e3b78a9-1e39-4c5c-a837-a247ee34c351 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:18.881532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:18.881532Z digest=sha256:2aac2bcb243533bb3b63037406c50346590eef922a89631f6c33593b1f8c4ee6

Observation 201fbda7-0610-4729-9702-b804e8373c81 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.440888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:18.953557Z digest=sha256:8868f4f35befeb650427350ccfa8555eca64d45824be9526e4e817765cf92dac

Observation ad5ceb0b-28b0-48af-aa76-4752fa67200e · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.419902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:19.054481Z digest=sha256:2b2ee02129b243e73bf2d8b7caac8124f21b392eea187f2e9de59085aa6d6e1c

Observation 847e9d0f-90d6-4f21-ae10-ee497e60ec93 · outbound

This paper cites Need Help? Designing Proactive AI Assistants for Programming.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Need Help? Designing Proactive AI Assistants for Programming

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:19.146855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:19.146855Z digest=sha256:c53585723f8730344d558e44d17a712f6c43c74dbd794f0af9fcf74024c6ea20

Observation e62e2e3d-e725-49f7-a8c8-e7f19819f716 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.398401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:19.224527Z digest=sha256:5a0973fce22068448c8b44fd2f4b4c63a99c7e9d0aca3e5888da6a7cc387e214

Observation 185ca99e-fac4-4e9e-8895-978dfb61b221 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.368860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:19.285690Z digest=sha256:f1589c305b6456d296cd008733d26d69bb6100368faa378198adaa348c1207c3

Observation 0e96172c-768d-41d5-8c5d-e84e8b94ddfd · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.330751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:19.346177Z digest=sha256:0d6f110cc04c2b16f4b03394f1932c1865d325908e1bfc096063f741ee8ea106

Observation 91a3d97e-4c7e-4390-bf86-9d4b3fcf089f · outbound

This paper cites Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:19.447310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:19.447310Z digest=sha256:2d4af317260de7e9f772e2e0e612b0fc260de5aa65ad306fdea50199c535fa81

Observation 21e34951-cab5-4367-91af-241d3217ba58 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:19.541730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:19.541730Z digest=sha256:47ce3037c552f1d358a555c9604baa49b91021ae94965b8900425c37a2600559

Observation f86b9a87-a555-4deb-bfd8-b2d5db0efc92 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.305332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:19.641399Z digest=sha256:b21635050ebf80f65d7930b908ae07b93e9b4d97695709988b21438e22a26a3c

Observation 98159206-465a-480f-a5e9-fd9b4ed68d49 · outbound

This paper cites ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:19.806591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:19.806591Z digest=sha256:2b3258d3c3f81d03504add1d11fb4607307da8ac07362df235b004d2b6b28ee2

Observation 3f8575f6-a51c-4c64-84b8-a49aa254ecf3 · outbound

This paper cites On the Effectiveness of Creating Conversational Agent Personalities Through Prompting.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions On the Effectiveness of Creating Conversational Agent Personalities Through Prompting

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:19.878706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:19.878706Z digest=sha256:e8375d5da8c87d96f704f1be0818c612bfd4c56b02ce5ff57762701aa6ade971

Observation 3fee8904-8170-4f51-aacc-2af63aa5f42f · outbound

This paper cites IEEE Transactions on Software Engineering (2024).

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions IEEE Transactions on Software Engineering (2024)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T13:00:23.279065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:19.707873Z digest=sha256:b202a92f1520e4f532d7ed235e46a01ef8147761563ee64305aa54d7c08227dd

Observation 6e953bb8-6875-4919-a29a-e85327e8b384 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.227220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:19.968759Z digest=sha256:fa7f3d4f8f72abcd4ad543efe7f38ca4b2c5ef6031f3f2097c6a7c53a3c7b77b

Observation d4090dc0-c797-41a9-9df1-c1cfa30a6914 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.200675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:20.052920Z digest=sha256:6694ed16d0fec5b75926d7fa8aa64e45d4c655da44be458c74607ef862d77d1b

Observation 94680757-3634-488a-a7dc-bd1446920162 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.249459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:19.902490Z digest=sha256:f34c3b1d98d1df616d8f0681ee09da7048be91fd3e4958e6c0f270b1cc45ca71

Observation b9a63417-1d41-4591-af19-3f36906e3717 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.147109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:20.254739Z digest=sha256:cd3844a05f8af365f83bb876fe305bada0269e11fbe7252461a10c66b297d270

Observation 459b16c0-1384-4aeb-908c-5cb0b02857a0 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.123756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:20.406171Z digest=sha256:f1f68c9f0a4288c497e2366dbe375c72a1cb45e01f81cbb1dd423541af69b829

Observation 0b25fa7c-4542-463a-8ee0-7093817b8ec9 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.173298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:20.130939Z digest=sha256:563d2595ad42439a66ab23f051917379f7e371d4c09c040ac1ac1958a7908185

Observation f505ada1-56fb-4c2a-8b79-42f83359bf53 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.077158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:20.599533Z digest=sha256:88351976715911a2ff26f3d1764a173088fb02990ede8142162ddfd53a5a3cc2

Observation 312c5f76-1dac-464d-bcd9-be446b02a25d · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:20.864940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:20.864940Z digest=sha256:5cf1d5914a443727cbeec1ba08e13ceab9a753449f29027417ab2b77db75993d

Observation aa59c10d-eec2-435f-a07f-572e0180f9a6 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:23.103573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:20.502556Z digest=sha256:8bdfe534fc9ab7c0492df5dfd57d51c26999848000e5e2e92377e11ee7cce290

Observation a1d62180-d9f7-415d-9448-68fbfb6031fd · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.991491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.113665Z digest=sha256:f4b234d56e874d25e04d4ca1311c84ea791314e3a8f9fbe84c1f871178571370

Observation b09219cd-84c5-4dbb-b16d-3b91fb771e1c · outbound

This paper cites In Proceedings of the 1st ACM International Conference on AI-Powered Software.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions In Proceedings of the 1st ACM International Conference on AI-Powered Software

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T13:00:23.047962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:20.727522Z digest=sha256:6325c8581efb6f7740d2ecfacc965570e0138ea1378502616ba60f9d5a4f82a6

Observation d458d646-49cc-48c8-886f-cd8de8ec2006 · outbound

This paper cites Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:21.545266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:21.545266Z digest=sha256:86e729e3d3b8c5345c2c9a80e34b1025f70f4139e4ec87912c16a04ed7c2a722

Observation 6597c43c-0629-4b84-840b-33cfa5358df1 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:20.993849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:20.993849Z digest=sha256:1ee308395998b8201356c707f80c22f0c304b86bfffed209315758572b0ba39b

Observation f74ef631-7c46-4639-bfd4-2530bb47229b · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:21.675281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:21.675281Z digest=sha256:5a9a4330f18492f82b4920e390f19928ce7c23e5c1a8cb9d1bb908a3f7a15757

Observation f5f896eb-25c5-4458-9fb5-0ca670fcc59e · outbound

This paper cites Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:21.207247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:21.207247Z digest=sha256:854542b786d313c86f8d0e78c1e7cca2a3e18c9f4d3226967603a91d665806a6

Observation e42e0c0a-c18d-4161-aba6-1e1a33ea65eb · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.957180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.376001Z digest=sha256:ed95152057523be91345e8e27ad0f6877e746f9b39a253663ed9b24a10fff92c

Observation e030c25c-e0f8-4b02-a091-584885a2b10d · outbound

This paper cites Thinking Assistants: LLM-Based Conversational Assistants that Help Users Think By Asking rather than Answering.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Thinking Assistants: LLM-Based Conversational Assistants that Help Users Think By Asking rather than Answering

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:21.694989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:21.694989Z digest=sha256:e49ffe420c5954e7d9f465c41e02c4a1461d0b10c2a93f1cc708c518e29d63ae

Observation 1d2535df-6b2f-490c-9ba2-969a274cd788 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.931161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.662580Z digest=sha256:cc8b57eeb25e21a56059ace70d3d46d76702eeed61c901c84dc8e77a6c628a65

Observation 7c52514a-4385-4916-9550-e5588113005c · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.858258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.707119Z digest=sha256:067a5ac187999a790a4a6d27cd05545f75f621a264865cb0e6a4ed22fdb240d2

Observation 3fe435fd-1d4e-48ea-803d-320ecc18cf30 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:21.722418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:21.722418Z digest=sha256:f31efa8ded5602377fa9b84a87bc4245ce4677a7cd4083b92251109156d670aa

Observation a2f3d577-9cc8-468f-90b3-351b72427dd4 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.879390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.684368Z digest=sha256:6687ebdc9e4ae0dc2dd6f66cd12c14146bd06f205dbe3d81325af528c3deb39d

Observation ecc8918d-98d1-4ddc-84a1-3a44099add23 · outbound

This paper cites How much does AI impact development speed? An enterprise-based randomized controlled trial.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions How much does AI impact development speed? An enterprise-based randomized controlled trial

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:21.689253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:21.689253Z digest=sha256:cc328490fac4e3b2173b37f91f291c3986223ca83b9c30c11aa145bc032de018

Observation 9bf1564b-1b94-47d4-9c1c-b3a6d8f5650b · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.746626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.749418Z digest=sha256:8f63ee4528c5ec2dac93ff6bfcd755303bec04502deb66b3c455d937c2fe65ab

Observation b397928e-1889-46ab-9797-e185e2d26392 · outbound

This paper cites A Survey on Asking Clarification Questions Datasets in Conversational Systems.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions A Survey on Asking Clarification Questions Datasets in Conversational Systems

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-06T13:00:22.149945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.701544Z digest=sha256:7f5761f2c8482de704598418d39bd3a8cf85f7833f268d6ec1ddad47ef5d81f7

Observation f2bddff8-5b68-4820-ab9c-819e42d2f4c9 · outbound

This paper cites Gemma 3 Technical Report.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Gemma 3 Technical Report

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:21.762037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:21.762037Z digest=sha256:3ac82c962885fcebe33aaacd61b5cdf2ef23f0b5b3a13eaf9ede9bd2e0cfb73c

Observation dcee8f6c-bafd-428e-a033-d669d02b892d · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.723482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.770958Z digest=sha256:660af25e0ae027251d5652a463c629bed65d6f9f48dc692fb9658f771235c53c

Observation b8881ec6-2a3b-4f76-9b54-147e2cbd0174 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.694168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.777145Z digest=sha256:1a1e1a1ae1f6dfd7ea9cfd88af1a942c284d7e70525cb7caeaad5d23a67205d2

Observation cd2d730b-0caf-466f-83bd-bef02a640730 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.810347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.735270Z digest=sha256:90537dfa1d491af39f58246c5d59e31fe570be3a117bc5de7c01e8e15d4fdc5b

Observation 372c1c59-29c4-406f-a5fe-c2c637937450 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.774566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.741600Z digest=sha256:d712008ed3837ee204f3fb8782283c3af92f5d7ef893b529db33fbf35bbe0bdf

Observation ea72b376-f44a-449e-a9cc-6a16ebb45ddc · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.604391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.803124Z digest=sha256:56e4176ad87160f8a950c1d99d17a273f018dbb6d48d5ac4a7851df42f236790

Observation 43b503d6-401c-4a73-a045-1a066efb5b0c · outbound

This paper cites CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-06T13:00:22.082646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.755346Z digest=sha256:de86f04c00bab2c5ff90d8dd8f50a942ad125c2d7db700b892840af4e9cf83b7

Observation d18e0aa9-1ad3-4c8e-8171-3d0f86d4209f · outbound

This paper cites LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:21.820464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:21.820464Z digest=sha256:f2e7f60157d62d24e5bee55e1387e2f8e53530b266306964e4339fb63ef0cbe2

Observation db0840cf-73eb-4d3a-80db-cf3cfba17788 · outbound

This paper cites Challenges in Trustworthy Human Evaluation of Chatbots.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Challenges in Trustworthy Human Evaluation of Chatbots

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-06T13:00:21.953135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.827159Z digest=sha256:e92a179809cf754a98116e329cac83c38a5ebd3fe89062f6277966c996d90c89

Observation 29653887-eee3-4ee3-b5e1-7730ba404c12 · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.583647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.833100Z digest=sha256:2440f4c84d8a74a9f22482df43319f013aab3cbf60de297c12211ef8999930c1

Observation dd30671a-b096-4eed-a3e3-c9de77cf096c · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.660374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.783353Z digest=sha256:26319d8445177f12ac902af3e079c0325163dc0cd2f3bc910ea7038b32a62c05

Observation 74237807-7227-4296-bd96-d569fc5d6e4c · outbound

This paper cites an unresolved cited work.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:00:22.626554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.793603Z digest=sha256:138adee04029fd54c3881047ed9f1361ad854f4aa3851eff293ad8b72701bf3f

Observation 1020ccb7-d440-4079-8376-c64cf6fc3fb6 · outbound

This paper cites A Survey on Large Language Models for Software Engineering.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions A Survey on Large Language Models for Software Engineering

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:21.812410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:21.812410Z digest=sha256:f73e0bc67db87577f4dcef11e2e36a2d4a59a26353bd18111359feb2b6e06541

Observation 747f39ec-16b8-4897-b01e-f14b4eb90adb · outbound

This paper cites ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ).

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ)

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:18.597840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:18.597840Z digest=sha256:4c35194b9a61b20e2a3bf289d5b8ebed0a72a33df6702d360be54e8e152ff8d6

Observation 12c14b1b-116d-41e8-88cc-abb62967aef9 · outbound

This paper cites In Proceedings of the 28th International Conference on Intelligent User Interfaces.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions In Proceedings of the 28th International Conference on Intelligent User Interfaces

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T13:00:22.837818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.712627Z digest=sha256:88f95160c15ce8ad4d7b296dc5ab8541882dcf87659194c493fe66b1410be23b

Observation e6491d12-75ff-4dd3-a22b-27a44ca5bc5b · outbound

This paper cites STaR-GATE: Teaching Language Models to Ask Clarifying Questions.

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions STaR-GATE: Teaching Language Models to Ask Clarifying Questions

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T13:00:18.749318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:00:18.749318Z digest=sha256:8cf72b0b37b31eb0fa181a1a6f1f998fa789bcafbc4556188568560fb6604698

Observation 93ca552f-58d8-4117-a274-44ce3accfdef · outbound

This paper cites In Simpósio Brasileiro de Sistemas de Informação (SBSI).

Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions In Simpósio Brasileiro de Sistemas de Informação (SBSI)

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T13:00:22.907998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T13:00:21.669329Z digest=sha256:8423811fb8c071046fde6c0f0ca22b7571aff4584ce0922ab3a0ab525978ec55

Pith citing papers

Observation 8cc6832b-f0a6-4bfd-a7c9-d6a54f75b35d · inbound

Guiding Human Validation of LLM-Generated Code via Verifiable Literate Programming cites this paper.

Guiding Human Validation of LLM-Generated Code via Verifiable Literate Programming Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-07-03T08:47:49.731620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T08:42:04.804042Z digest=sha256:db4fe31864f6eee1fd75db28255770211e3c391fc0f0edd04a59f25eb357fd97