Pith. sign in

Paper Citation Record · LEDGER

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications

As of 7 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 0 inbound Pith citation observations for arXiv:2507.00543.

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

pith.paper-citation-record.v1
2507.00543 v1

Coverage vector

measured 90 of 90 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:19:36.686958Z

measured 90 of 90 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

90 of 90 outbound references displayed

  • verified exact3
  • verified fuzzy4
  • unresolved83
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f208de42-da86-466b-aba6-440229c53dad · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:29.585740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:29.585740Z digest=sha256:9fa337b75fe59f33d8ec9bb81b0abb588a5298c4e5354124245d6369a15d3bf7

Observation aa6ad3d6-b3d0-4dd7-b5b1-49aebbfbfdb0 · outbound

This paper cites GPT-4 Technical Report.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications GPT-4 Technical Report

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:29.708066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:29.708066Z digest=sha256:8c22e0457ae83a8702dbebf23f6bada221f81d7b16b59f19b1982a0d093f60b1

Observation 8b6c09cc-aa09-43e7-9fa7-8be2f8e0c52e · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:29.823485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:29.823485Z digest=sha256:c076a2429ce8d0422db4472a4d81042498c514300aec0d0ecd203056c0832d38

Observation d91097c4-1416-4634-be00-1ee6a38a24cf · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:29.912778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:29.912778Z digest=sha256:88fab9fc1d56161f2aa64b951cb2bf08b540c7465fc3135569bcaad0119b9093

Observation 8f38635b-2d4c-4716-9281-c4c68ceef55d · outbound

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

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ)

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:29.987752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:29.987752Z digest=sha256:b4bb8610c8a8935367ee05dd04d2355cebdad23d6340dcd6d8a0a32bafbe407e

Observation 323ef50f-3074-48d6-91e9-a073e615086b · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.053765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.053765Z digest=sha256:a93918c0f8c123bf17b34403eb054e325186f52e9fb84fb707bc1a43cee0126f

Observation e3bfb64a-b552-4833-937c-372c05629403 · outbound

This paper cites Open-Source LLMs for Text Annotation: A Practical Guide for Model Setting and Fine-Tuning.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Open-Source LLMs for Text Annotation: A Practical Guide for Model Setting and Fine-Tuning

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.128678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.128678Z digest=sha256:9c0f936bd78de7aaf0552ca89df5aaecfbc9708f4efddeca7fd83596dac46495

Observation a4fd6f73-ee9e-40f4-805d-b9ab2a71de22 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.184851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.184851Z digest=sha256:83b72d9a2231330663be5a035c1a19a5ad408556adfb6973f5930f92009c48c9

Observation 24698dc7-efde-41d7-b489-220aa8141ec9 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.295072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.295072Z digest=sha256:a79b901b40931841da853c4ac78b16d5cbeb089bf94638529b7819e9d1e3e26f

Observation bbdf3594-e652-4a39-b68a-59832cb7dc02 · outbound

This paper cites Using Large Language Models for Qualitative Analysis can Introduce Serious Bias.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Using Large Language Models for Qualitative Analysis can Introduce Serious Bias

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.368240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.368240Z digest=sha256:e44c08233c0d018bbe952f80f6361888b1a6534293233f3f515c227e76f4e5b6

Observation e5961797-b856-4e45-ad50-440762131f20 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.461442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.461442Z digest=sha256:cf67decbc4696f1146482794d61b9f43b03b91152fb6a6dce2f692067c325bfb

Observation b71c7d7f-70c5-42e7-a326-d5e2b115f097 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.533403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.533403Z digest=sha256:44dd7b3b6db45b9f9cf34113c15f0c6f557a0058960cfda2a86db0f79919da98

Observation 7ecd7e20-d194-46ac-bb3a-7cfac7870e20 · outbound

This paper cites Human-in-the-Loop through Chain-of-Thought.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Human-in-the-Loop through Chain-of-Thought

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.612792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.612792Z digest=sha256:ae00cb36c25391d3d0142f5a2ca213ae395a45b4c0380a5f97b38b76cfad9dc8

Observation f1358a98-5999-4dc4-a645-689f5ab20764 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.660894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.660894Z digest=sha256:dc68754a74a5944940ad7e541e6f7296139992a777cbf5d62a93e49928e0779f

Observation aae7b140-6371-47d1-a3fe-a3515e382254 · outbound

This paper cites Certainly Uncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Certainly Uncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:19:37.356797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:30.714069Z digest=sha256:c5cd5a2394e6a4dfbf56acce976fe47396ee83d402a7cecbb615ebb778a903e4

Observation e9a5e465-4954-4228-a72a-ab5e00cdc9c7 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:45.046231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:30.795212Z digest=sha256:2cd5f7bf811f846e5d81a6e3d616fbf3f757f26792bbf7495a008fe0b1f75d8e

Observation 3bed86ab-039b-4fdf-af0c-27bb37dca73d · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.847584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.847584Z digest=sha256:87c55ff26a5541806fe2dd035c48c80bda7bf9a797135f84c921a010c8de8c1e

Observation 74789b3a-e980-4a7a-8219-14db7e9ed10e · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.911374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.911374Z digest=sha256:7cd3114142ac7a4eb1c71f6017e7610c6f09ba10021386000421e19441709e25

Observation 72d5eb7f-ac54-434b-8534-2eff34c81a1f · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:45.022895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:30.993112Z digest=sha256:3760c58ce5de172a21901eb2ae9bd57ee18e013e0f53c7425ad1f13d7219e661

Observation 2f9169e6-95a5-4b30-8748-d14e31d0f188 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:45.009301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:31.054206Z digest=sha256:2ce6ca972490e9cedf7b2027630af12e7cf692616d66d55b1dbd0c39a59769f6

Observation f98c4201-2b26-46da-9ad9-c5834d3e9eeb · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.996357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:31.156987Z digest=sha256:7c76862b780432c9743442b90125614f609079f3d6502a35a14d4335bf8fc851

Observation b4044ef6-6361-4417-abef-b18b20c96c4b · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.984318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:31.283169Z digest=sha256:cd14731e26da9cdc7a99dd7ae64ad5b97a635f5b3fac2b5c20c0d9de3532fadd

Observation 9471724c-504f-42d6-aeaf-c028aa4399ff · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.971990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:31.373466Z digest=sha256:4c867e78b0d7339cba3bec08d4b4dcaf32da8d8863b13cf034f994c2dd239a0d

Observation 2beb8373-5170-4a46-9dbe-cb3944e4a71c · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.959731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:31.445013Z digest=sha256:251757c0ae75da768924c438dd26a894513f9aa66ebb280f77109042aadc7609

Observation 4c963ea0-ad86-494a-be59-7d9fa6aef930 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.947383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:31.524587Z digest=sha256:8b83977a8facb4bb0e981c43c863e906986e06a799bb7338ea6ea5ad3eab0080

Observation 741f0943-23d7-4e97-a828-35f987c12e2a · outbound

This paper cites Human-like Summarization Evaluation with ChatGPT.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Human-like Summarization Evaluation with ChatGPT

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:31.638854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:31.638854Z digest=sha256:357e7512036e25ff8c61c6da9b1cf32f439c29408ae8587e0251a5e65efc79f0

Observation 24836614-28c6-43ca-8d52-f6841c3c8888 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.934112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:31.699804Z digest=sha256:d2dbe6ee8f987f77ff3b2b5fa6d2b6f0b49bb4f913495c47b119e950d51abff8

Observation 7cfdd01d-72ac-4dd9-8362-076bce053c85 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.920766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:31.781634Z digest=sha256:0d3a7badfa8c4a6aae4a41bb72102c7996e3033dfe0500df7bc90db6d1747ff7

Observation e37c2423-9605-4d99-9eae-ff0683d39f4b · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.881455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:31.916147Z digest=sha256:f831e3efad30e921d6e7176b9b37c9a8f027d56c982fe2c7d1a2dc1e8fc1679c

Observation 8252f34b-37c0-491c-acc4-d297333591db · outbound

This paper cites AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:32.068733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:32.068733Z digest=sha256:ec7be18bacd169af6bd778f1b41183a840073df80621d05e7e6347a9f463f83f

Observation 744240b1-a9c3-4861-9b7c-7f5e1a3c2709 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.704344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:32.148617Z digest=sha256:74e97a227763be0802427640443d70c99a4a17b29e39e08b1e11f4654b0327cf

Observation de2af80b-c916-4f40-9282-f7fb0376ff64 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.482755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:32.217327Z digest=sha256:081e3b17cf8361ffd65fca39f285d3831e57adf3a17b3194a9e3a383a8bdf504

Observation 14bcecc0-956a-4dfb-a98c-fd84c555027f · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.289792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:32.287755Z digest=sha256:e4ccbc0e3b9f6edd9da9f163ef2201796040fd2fc866d7e0c951f67028c4b717

Observation 2313358e-8bed-4535-88be-ecfff32d778c · outbound

This paper cites Mistral 7B.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Mistral 7B

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:32.355153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:32.355153Z digest=sha256:f97818f52a151816228bca8635f09a793231a612ec595a623321022de348a6d9

Observation 7223a35f-4d8f-4ca0-b418-d1c4109b338d · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:44.115480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:32.443102Z digest=sha256:99e179600f4250f5483829462bdf8e853a0e2fac5d6fc50cec68504a0d05b6c5

Observation 3c920925-dc2b-4e55-908e-b14dfa18af2c · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:43.915002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:32.513781Z digest=sha256:d23fb72ab13973c7ee0135ca7652012825a0d12c3e6a6eeb60109fd682b518ea

Observation f3eddd78-1e54-49a7-9275-a3cb6d94c53a · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:43.630919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:32.592919Z digest=sha256:1af8ca559fe83486ad9fa00ce9c21f2ef3507a1030bc6957c112a9d41479680d

Observation cca0811f-8ae0-4310-96f9-6b8ed28f557a · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:32.770330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:32.770330Z digest=sha256:0e89f9f3213db0254f7e3adf0009c926da7fe3f608ff0bde38d42f86c25996f3

Observation 1e7bf7c2-3ab5-46f3-a77d-2bf89799e67b · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:32.861616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:32.861616Z digest=sha256:b50c7c2291a1ff3e46b9a7d4e28ee4c6d328fe06e910b0202cfaaa2b718b7f28

Observation b9855cc4-d1fb-4b0b-b56a-43dccb4cc917 · outbound

This paper cites In Pro- ceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications In Pro- ceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:19:43.516601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:32.686033Z digest=sha256:ffc33da42606cb728195ebdc6af0780a57bb77fca1e95ffef538901b73dc65a8

Observation 6270cbd3-db6f-47bf-a7bb-ecafc7c5d13a · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:43.243793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:32.972794Z digest=sha256:2f9b059d2a55eb6c1011712a6e7d7b6f798f849c37f300bf66cf39b288169c87

Observation d4b7f0fb-bb43-4819-9e47-58fc403f8260 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:43.118614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:33.060668Z digest=sha256:01e50c2ab1311ecf34d590a113bf567c83457466e1707a9f06b51033973d849e

Observation ce7dca65-e762-4b00-bafc-209a83c06f22 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:43.392040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:32.928138Z digest=sha256:bf6287eb646b5b3168937c98ba331d3b6fbb3e492b05b7e0658c8cc4b5e8bcdd

Observation f4a04aa4-e2ec-4c82-bd03-a7c96a355230 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:42.883963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:33.216201Z digest=sha256:8ed2c2e8f46aac6ed8c72247e933e107416033155e1e53e93d7a13ab49f1ec52

Observation 55e1d1cb-daa1-47a2-bbc9-3928e15b3bde · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:42.765347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:33.306156Z digest=sha256:ff1b79bfce046beebb1feed67e89b3828fed9df199ff23f785a7967fbd7ff23d

Observation fd99e1b9-1e85-4779-91c5-6cc705f51825 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:43.006565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:33.144519Z digest=sha256:9e2c9f659d5c3aac385265b356ea88fb899fe0d5e1010d1986a2c50455ffbd63

Observation d469ef17-cb17-4b70-9262-71a8bcd8de0e · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:42.182331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:33.510281Z digest=sha256:404b00d256a85c5318595218fb8b46ef335ef3a677dbb10fb0ce9723154312c7

Observation df3d9e5a-3ea5-4af6-b0e2-2d80da52dbd4 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:41.833966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:33.622570Z digest=sha256:e4e59b6fbbdc78edd3824166c43331a3e55e2719c57246649443a0fe4534f195

Observation 41a766e7-025b-4323-8150-47c8020dec75 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:42.496124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:33.359616Z digest=sha256:24270ba39a1003efcb8ee52a39702dff882f69114d78ed8038cc45cc26965f63

Observation 9a2f2919-faa9-4511-92fe-c55ce7dc46b1 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:33.801992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:33.801992Z digest=sha256:b3614e140c88a7d1cce2a9d814696e306ae3b8fb41b25c4577ab7a3620ed4e84

Observation 893c1800-3066-463f-9d8c-315ef13d2789 · outbound

This paper cites Keeping Humans in the Loop: Human-Centered Automated Annotation with Generative AI.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Keeping Humans in the Loop: Human-Centered Automated Annotation with Generative AI

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:33.867799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:33.867799Z digest=sha256:99d696ad247f5082d7a665635fb8e27dfaa2fc2a37d3fcd2433bcc7f3617b627

Observation 9a9bef9a-7f14-4ae9-bcf6-4a8afc2e38a6 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:41.488330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:33.713502Z digest=sha256:bfcc96e2d793342c4bece16b4a0173b0a5f6b6e227fc057655fcc2f48355fecc

Observation 8119ca48-50ac-4a3b-811e-c0e5f3cce48e · outbound

This paper cites Large Language Model Confidence Estimation via Black-Box Access.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Large Language Model Confidence Estimation via Black-Box Access

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:34.050237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:34.050237Z digest=sha256:55147759486cf774864a2b149449946b48b115054f3eab214b4dd7b72a2e1093

Observation 3f2177d5-209b-414e-92e9-6e3e91c792c1 · outbound

This paper cites LLMJudge: LLMs for Relevance Judgments.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications LLMJudge: LLMs for Relevance Judgments

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:34.141231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:34.141231Z digest=sha256:7b84dfaf67942e7c6e65beb012ec64c763463a69cb24c01b24672557b88ccacb

Observation dbac3210-2636-4df4-aac0-fe356c764e7f · outbound

This paper cites Automated Annotation with Generative AI Requires Validation.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Automated Annotation with Generative AI Requires Validation

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:33.977301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:33.977301Z digest=sha256:ef9f6231e23793c957617a2b82a5a8c9705bfeb969e35a8d4bf11c75ba3322ce

Observation b47afd9e-46c5-418e-9b40-7346e54d8ce0 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:41.146772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:34.306809Z digest=sha256:2bb6bd6b7af538bb5e9548cb769cdc8b10484c10b5cf22c15b68f8a1b387bdfa

Observation e07c1e9a-bec2-430b-906b-f21badc5222c · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:40.791149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:34.380583Z digest=sha256:474924535727054d4c2b456663df7fa00fea71385d27e904fe30b8b56e3beb34

Observation 7cf48a22-342a-467c-85f3-49af76bb632a · outbound

This paper cites Testing the Reliability of ChatGPT for Text Annotation and Classification: A Cautionary Remark.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Testing the Reliability of ChatGPT for Text Annotation and Classification: A Cautionary Remark

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:34.215880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:34.215880Z digest=sha256:b084f6c28e8f0588f9cd715fef7ca536896405e8da1282fcc20817f2d4cc7e6e

Observation 496a43bf-eef8-424b-9c8c-abbf40d282f7 · outbound

This paper cites Don't Use LLMs to Make Relevance Judgments.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Don't Use LLMs to Make Relevance Judgments

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:34.559687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:34.559687Z digest=sha256:3cfa1e2d77431fe72bf16aeba711518ff594caa2494711b7791ec7b385367857

Observation 6ecb0b64-59b4-4132-b579-c962fc95a026 · outbound

This paper cites Confidence Estimation for LLM-Based Dialogue State Tracking.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Confidence Estimation for LLM-Based Dialogue State Tracking

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:19:37.046406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:34.661463Z digest=sha256:01c2438ba0ee32a76129abaef736a205463b8ed98ae1e080e8cb16720ea01191

Observation a58deb4d-dbbf-48a4-9c0c-5e921d3e6860 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:40.431598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:34.458914Z digest=sha256:ec006f0afdaf3ce9142794768d8fef4f1bd4f9c8300c1445f724bcb0fce42f6e

Observation 7184185f-8af1-4535-90a7-985e5629e148 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:40.128947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:34.819545Z digest=sha256:264c61ea40605c9eb8b74494212f418f278d8f549e73924be6e9f398d6429140

Observation 82ff5340-e2c1-4227-9102-88bacb5a226e · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:39.786576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:34.899547Z digest=sha256:aab439f99dd72e879a24d05271f62c7dc66605af3759fb59016f87ce8ae9ed68

Observation 9889b8c6-be3d-46b0-b873-933210bc6e01 · outbound

This paper cites LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:34.737761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:34.737761Z digest=sha256:3a21a0548d7d8e3f78a9e976d3d0fc6460efe3a51e8880019fa33fd45fa4f15a

Observation 0d1eed7d-6936-4e68-8ae6-62fcf24a0eb4 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:39.449079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:35.074221Z digest=sha256:2cf434d2c66f54415d4c797556d38bc5af892c06fd0f5fb89d2c4a109bdfd1ed

Observation 59040f85-48c5-497d-aad7-46160ca8301d · outbound

This paper cites ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:35.155795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:35.155795Z digest=sha256:c15313fdb6fb242a859c78f413fd332715d9d551cddd51d090c77f8cbc85bc18

Observation 398fe303-5172-4a07-8765-a9a37d0a6b8f · outbound

This paper cites Large language models can accurately predict searcher preferences.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Large language models can accurately predict searcher preferences

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:34.975946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:34.975946Z digest=sha256:e74f8a0967996989c8be99101736b8d832255a5204616eed6a1a3b5a4b13cfba

Observation 36767d8b-666d-47eb-9376-6c25ddaeb1ef · outbound

This paper cites A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:35.295196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:35.295196Z digest=sha256:d34d87e723f196531c113bef05b927bbc4b373519f09ea8dfe365ad977a8b74e

Observation 5daa4733-52fe-4620-924e-66d265864a3b · outbound

This paper cites Voorhees.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Voorhees

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:19:39.074380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:35.392447Z digest=sha256:6d0084e6f96ed43a925345dd3f5d124e64485a7c70e0296a1fc04223b8c98cc5

Observation c8d00bf7-4e14-449f-9062-bc83927bc18a · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:35.233676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:35.233676Z digest=sha256:d49e46b17ebc16941793a1198900049f34b1f7e7c964967898dec9d2232f469b

Observation 96bd77ac-1376-4e47-8ae8-8f103d4e81c7 · outbound

This paper cites Large Language Models are not Fair Evaluators.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Large Language Models are not Fair Evaluators

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:35.600481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:35.600481Z digest=sha256:2685eac22663472885e247406bac937ee3c5735b25a2f898fe2d1e605c6461bf

Observation 734ba7e8-ed15-4d6e-9e1d-bffd1d974143 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:38.580529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:35.679063Z digest=sha256:8b1a190c6cd3145a1e6280bf2be62b5f6ff0c60de6fae18e482581ee5c6e8a37

Observation 88c43384-5337-4fa0-aa91-cf677064c977 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:35.729471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:35.729471Z digest=sha256:0d25e57069008a9fce71bb802987ccaebdac05ae66dc69ec57e9244bd8419cf2

Observation 441ae689-ca96-41a6-b5ca-9dbdf7364f64 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:38.790724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:35.521371Z digest=sha256:8bdaf54805a4a59430b0f15b446019e3dcdeceff0dfd587adccfa138ac7b5544

Observation 0756f31f-bb3f-4e3c-9ed9-38d72b43b733 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:38.240780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:35.974024Z digest=sha256:58c31703ac098d461e662a6c373a49bcc69e3f044bb5db2d038c5fd5809b1469

Observation c30289ea-f9ec-44f5-8e8e-7795af3d9dd8 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:38.037118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:36.028672Z digest=sha256:f11cfc215221317e214efe8faf566b468b58c505f7032a18e9db9c7506a61707

Observation 965d2f41-a4c6-44af-bb6a-c0470d9a7861 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:37.883230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:36.126538Z digest=sha256:e5cab011d60601c21ad4e47809f723ed2bfaaf440e5fc7d6711f6e43ef13df31

Observation e25c87f3-fdff-4c8a-89f1-467102b768fe · outbound

This paper cites In Proceedings of the CHI Conference on Human Factors in Computing Systems.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications In Proceedings of the CHI Conference on Human Factors in Computing Systems

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:19:38.340042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:35.813118Z digest=sha256:4b092973866ed6af01c7fd7cd8d61b4192b4a962461775cc810f7db0cbe3bf7a

Observation 3eda6db4-60f4-4369-a821-f0ac6e6a1f7e · outbound

This paper cites Aligning Large Language Models with Human: A Survey.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Aligning Large Language Models with Human: A Survey

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:35.876176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:35.876176Z digest=sha256:6516d16e6366329426b8570bbff518421530dd4d682920676cf65806d6d8320d

Observation c0ac5555-e499-43e7-a818-af96c4f153a4 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:36.419307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:36.419307Z digest=sha256:0eb33fe3a8883c0025c25d542b039ad7d9d6cf2d10799cba89588aefeb273939

Observation 93c2f745-2741-448f-989d-c211c74e6153 · outbound

This paper cites Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:36.498252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:36.498252Z digest=sha256:bbe557a8d118cc24b591f8c221be8969562e3ba732f08f49bb78b15b6d64bc12

Observation 90100463-4cc6-45e7-a7b6-bf6efaca33ff · outbound

This paper cites Large Language Models Are Human-Level Prompt Engineers.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Large Language Models Are Human-Level Prompt Engineers

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:36.567977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:36.567977Z digest=sha256:ea6978235be936049946a8deefe0ecad7024295e126d5b799e3a2a22bdd98ce2

Observation ef0bcfd4-59a0-4d8e-aecf-b0a830c732a3 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:36.213237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:36.213237Z digest=sha256:efe338d334dcbb4822273ecfe561c7595c997cce40b9e108f6d570d22035a2c5

Observation 83311a57-26fc-4ff6-a92c-a7465324b56c · outbound

This paper cites INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:36.686958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:36.686958Z digest=sha256:b9da93d024ef8df788c9b04375ca70120633b7aab29c043b6ebfcf28d683f2c2

Observation be712188-273b-49a4-858b-bebf8dbe1729 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:37.658093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:36.350079Z digest=sha256:343bf022462f84e2bd854420d86eb15ebaf9d27463e92d6b0608cf53a76bdff7

Observation 80656fcd-669a-42a2-8655-a89e0c5fe34e · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-06T21:19:37.535868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:36.629083Z digest=sha256:62cc4b97047ccb15b8b36df601dcc53bb1e9b4025d258e6d1ec44280f8e06a57

Observation c505bb44-c619-4488-b093-62a1266549d3 · outbound

This paper cites an unresolved cited work.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Unresolved cited work

Reference 716

Resolution
verified exact
doi, observed 2026-08-06T21:19:36.818949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:35.454461Z digest=sha256:6477a2b221ed9a01e23cd5481d975de7304919b8a81a3be1dc94819fdf3dc00c

Observation 66fdd4e7-8ddd-4efc-b8b8-d991b600690b · outbound

This paper cites In Proceedings of The Web Conference 2020.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications In Proceedings of The Web Conference 2020

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:19:37.765190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:19:36.274256Z digest=sha256:f27db45889b114d407bf686b592118784655b4869bc79c22bcb9a0b519bb6adb

Observation d9ee5d5b-1a92-4d24-bd32-664317f39040 · outbound

This paper cites Can We Use Large Language Models to Fill Relevance Judgment Holes?.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Can We Use Large Language Models to Fill Relevance Judgment Holes?

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:29.629492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:29.629492Z digest=sha256:13ee92c13540f5cfc195395b3d5be799c74cd64a5f348a7f9e00ca30016573d5

Observation 10294345-feb5-448a-8501-494f8dc84b39 · outbound

This paper cites Journal of Computational Social Science 8, 1 (2025), 1–25.

Reliable Annotations with Less Effort: Evaluating LLM-Human Collaboration in Search Clarifications Journal of Computational Social Science 8, 1 (2025), 1–25

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:30.239881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:30.239881Z digest=sha256:c6a6b380784c46b120a3d18399b273e3ad2054e3b6508c61c778245dcafe90f3

Pith citing papers

No inbound Pith citation observations are available.