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Paper Citation Record · LEDGER

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

As of 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:18.535778Z digest=sha256:d26f90d0e06d5b086a5ea6084377924df36f525df767049f4859ed93fb93218b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:18.691962Z digest=sha256:0f0aee5e4d5beaf024dd851c8a118e5ad08861e91dc27f70036c48d60365d798

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:18.809553Z digest=sha256:38c26bf16d0a4d23efa0c1a2fbb0147a41e22a15bf20c56e69ebb5b0461bdfc0

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=sha256:2aaf30c00586863f91d49b1ff1464035256d03d4530b564a78051f9571a7fdec

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:18.953557Z digest=sha256:2b2726038d3e0adece1f9307834ca801be3de5421dbd975b084ca16b0126a4d5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:19.054481Z digest=sha256:6cc0e101f93669cf7e05db50772240e0b57a163d2de59cba73ecf9a9c688b279

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=sha256:228a421ed91470b9cae974bc6f47ae2c5213d971b10ea384c01800a5f22ab487

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:19.224527Z digest=sha256:1708136d1634a481bad868b18b70845b9c2638ce6dbe576e48162c00669dfaa8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:19.285690Z digest=sha256:4319152432dd2fc0b4953d820c60b4cd193a9bc4246182938b5f0d9c461e264d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:19.346177Z digest=sha256:6a650bdf70a87d8fe748be2451ddebe4aca434231fcb67084d0d3619d6c0381e

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:f0a253ce3a93e902d00229249aab0980ad4d24c690cdfed15bdea8c1d3d5fac6

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=sha256:95056d96bb016c336980b7c94ddfe1ab8dc363ef96f7457538ebb71bf6af4f41

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:19.641399Z digest=sha256:64f5587a1ae585a99e11fc81c52b9aa83c45f9c9e16f6432db393ea1870fcb5d

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:b620eb7a78a5f0f502a7a8ddc60727ee9f327979116dece85a0e6bf47dc2749c

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=sha256:0568733c2728a6f0e42accfe794111e1063a3c76c87facfae6e4e3b6574596c9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:19.707873Z digest=sha256:e378daea95f9f192aa7ef48b7ad06fd27dc2f824d1a79d8674627fb8e9529314

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:19.968759Z digest=sha256:d69bae7584c6b7d805d5aea0504220aef2a8700b0557020d847e5d3b4e1ed844

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:20.052920Z digest=sha256:9ecf248c47738f22793bf1be4214917fd61630dfaf60f61fec3b3fd8db6e2621

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:19.902490Z digest=sha256:639cd57176705dc81db41d807a9ea2a36f4633aabc23ab47a09d2b0fa47b4d7f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:20.254739Z digest=sha256:f68d9603b6722ef116c5c14727a455ab0966ce80ea1141655d391d0673367ae0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:20.406171Z digest=sha256:ff75baff7f3aebffe5f38a6982db264af7b69057be7ba4d4d93a4af40a49390e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:20.130939Z digest=sha256:e15665d7cf9503d9400f1fed559051e7414e604f49dda460baae93ab1a85e0b2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:20.599533Z digest=sha256:e1a5b56d9023c5c1039caa11f59c014f9e8099da9c281eefbb6ae5f3c00ff458

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=sha256:9c95f1f4d1993bc69f7f3a0f6a3f30aaa7a108e8e213d7fcf9b80a5e794ea908

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:20.502556Z digest=sha256:8533a5b66f0b43ee07517f347688a0777c713faa6acfdb123dda6ffb71098756

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.113665Z digest=sha256:8d56b5631e083d62abd1f96b8b346705234b1a1d3a74dac73d4ef738096eb68a

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:20.727522Z digest=sha256:619591d9fafee399728ef9bfffed4e8fac384c278e63c74c6581bec141c6332c

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=sha256:98ac8d3a6cfe1150f35bd0fa5e5847b27e7b8e3c6c5b709eefac5138a43ca38b

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:c26eafc583b33ea3f157c53ae59442bc70be2bf116f69845bebad7db5f0183d3

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=sha256:9868e0e173e29f12c14a03b529a671164f7a79ba46abf90a346c40e31f3aab4e

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=sha256:952e6741c3b024d6ffb246b3b41923dd9a1ef03d851329d39db938ff88ba5f1d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.376001Z digest=sha256:2e64a5c0a91771a3d7b15c776e69532c169f6d894006a19d736756f176ac9248

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=sha256:720b7ba954807662f779f4236fc27baf204485cde823a73fe9f9135d10f2a222

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.662580Z digest=sha256:eefb8bd8acbf6b787e1da484e06d9f46445a0c6edb446777b4ceb162b6719dc0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.707119Z digest=sha256:f954cc286dc8494610da5f0cb1777e80bf2c9605ac281117856b9ab8229e40f2

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=sha256:0edce71a55116ca1c40ba5cf952e302427420eb80a717b82efcc355a2449de14

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.684368Z digest=sha256:481a0c4890a8ec88267774e8bfe10292fa29dffae025e3399863fcc27fc47827

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:cca3ae3026c8ddc8d184d4d556d4d06f5857dee4fbe65c8e085eef6b08a4dac9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.749418Z digest=sha256:0bff429d1842b4477e1218dd75dfe9a5e0afc340a4f5082e8a60533d7772de31

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.701544Z digest=sha256:7d0f75389cf358ea1991efab4e89a711a67a095177275d254ee8a83cd88c3b82

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=sha256:5ffd2b15e8b11c1a0c679b908e8a25d17e94b2b14cb64d7e8a7b86ac637da85c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.770958Z digest=sha256:a06d394e9940eed38bed30bcaaa898f0ece1fafc43f4f10d15975ad9a0432294

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.777145Z digest=sha256:735970a05ab8f9e04d9f834deac0fdd1359ea868e718c30a48efd60a8b1f72af

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.735270Z digest=sha256:cd6005fa41c24ed49b78aa87990c8ecbe70093acaa7e4a914ec42507daed03b9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.741600Z digest=sha256:7e410a7df8b90add378b041e82040083e6ab66eada94ca042f388701a0cd2de0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.803124Z digest=sha256:02712ff72570c0098efe4325378b6efb0131611713202d33431c6e6963cb74ae

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.755346Z digest=sha256:8e9e3d11627474adb69e992fc6a0c437eb284184b413b6842e9f90395f6b2163

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=sha256:9313cbbdcc1370aea958211a9436d43177ece1c56d993713e35fb3be6c22791d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.827159Z digest=sha256:8cce229ed4f1948ed329b5520121ae0514938fc280569a98d9e1c88774753280

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.833100Z digest=sha256:fe2b03a25335b304d1a9b22821ec7e999b75bafa3b1cd7ab81c2d0b5245df86f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.783353Z digest=sha256:aada6e1e3852bef7c120d353c71923d37a3b394638e4a1d903f30b58561cd36c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.793603Z digest=sha256:55f6ddc70b08e4edba4048d1d924459ff05c1dd113b6e72a7ecc73bf8060faef

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=sha256:75d944b8393a87fe8f35033be385aefbc1b9aa3986dc40ead38eb0850426d623

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:ec0e6949b2a3a3b3da901abf0af6a062ed4f1c80fe43104cd60dbef0e2360c70

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.712627Z digest=sha256:b039d7164acc53ffe11c74b5269a25cfb807875cf6dc8249dba9dfb062cfee2c

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:bc8905f4f6004d72a32bbfdfe221d067110125b47e5a37eb5c38082755fe67be

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T13:00:21.669329Z digest=sha256:c25b03f294ed1d0fe9f9e632900a70dd986645660fcd81778c02e1437e8a4843

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-03T08:42:04.804042Z digest=sha256:a57ccab8e43497d83c6e223e02a9ef90bb2d2f1fe75b311aa5b24e59462727af