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Paper Citation Record · LEDGER

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting

As of 20 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2508.21550.

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

pith.paper-citation-record.v1
2508.21550 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:44:59.658766Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

42 of 42 outbound references displayed

  • verified exact1
  • verified fuzzy13
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ab9f8b6-33e8-4ef7-8f2a-ecd70c1fb6b0 · outbound

This paper cites Mankowitz, Andrea Michi, Anton Zhernov, Marco Gelmi, Marco Selvi, Cosmin Paduraru, Edouard Leurent, Shariq Iqbal, Jean-Baptiste Lespiau, Alex Ahern, et al.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Mankowitz, Andrea Michi, Anton Zhernov, Marco Gelmi, Marco Selvi, Cosmin Paduraru, Edouard Leurent, Shariq Iqbal, Jean-Baptiste Lespiau, Alex Ahern, et al

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:45:00.318386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.463629Z digest=sha256:7f6615a8c25a6d34304fc9253efbd75002cb070d2a6cf11b77097d910a366a65

Observation 3381d7f9-bbe1-412e-a6e4-a2809e81a6ba · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T16:44:59.469297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:44:59.469297Z digest=sha256:8752761c91aec36ef3088300e8a37fbebcdbc94bd09622d45961dad14f04e93f

Observation 7a57448b-f56d-4da9-9523-98dc1f5241b2 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.292852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.474016Z digest=sha256:5dae64d7032d3d64a162aa0c7b21243337fa586775cc47abae9d971555c689da

Observation 5ef96b66-023f-422b-b727-4c5b3f24b9e0 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T16:44:59.478616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:44:59.478616Z digest=sha256:b9953b868863aa2b443c1bd5ddc0e3fa18c56ca94f940f64d29957cd7c6fd5ae

Observation b49487d5-bb5b-41c6-bb47-709f3cf1d215 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.268760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.488637Z digest=sha256:36e89c587ea6f08e048dc2f9bdc87fdfd8e6978a00308ceef0bcc7002ab43b14

Observation 02aaf171-27f6-4eff-9e51-4ce98bdb4de6 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.254313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.493249Z digest=sha256:132c1822695a7331703c32205988ca6d59ef8ccc8df5d5a87994a9bd0ef2b6dd

Observation 6e5a9c22-9344-4962-9b76-e048034f86ca · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.238784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.499103Z digest=sha256:aa97398b0aefa5f0c41adf50dfefd50cb608f994510e98407372f17e49cac482

Observation 0fb1eeb8-548e-4469-b213-3ca837515436 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.224004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.503795Z digest=sha256:a861784fecd8413f2ce98a227c6956f49b4562f1a8fe53d6d4f9c99a7d503997

Observation 85d2d030-2da8-42f7-8ecf-3426be5ff371 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.208769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.508490Z digest=sha256:3150c3cb101ee328cad3db8a8d38d9a23756c676cf0534133ba640518c903849

Observation 7cb03d0f-811d-412b-9998-55ebe129ab88 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.193274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.512891Z digest=sha256:3a251d016259d256a51bd5e1fbbcab6e36a5d1e14a83b5ae6f046f548815c9a2

Observation 9cc217d5-a9d0-490f-83d2-f9b50b90c2da · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.178358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.517209Z digest=sha256:967d4c0b038ec4f5a643389599ea0715f94b307340a270f4e40128a42b373971

Observation 95766189-d837-4300-928d-a3de04531e08 · outbound

This paper cites Jamieson and Robert Nowak.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Jamieson and Robert Nowak

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:45:00.164440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.521544Z digest=sha256:df24be9a2d565ffe8b4071384d1d6e0b4e88e9f7d6bf27d166e20ed3ef28dc5c

Observation b0d1a35b-cd4e-497c-98d5-2675debf09db · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.150172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.526248Z digest=sha256:8440d133f75e4df2ce8565033e7e4f664770d5c71dde9f219f807fa143c54633

Observation 8f7b49b5-f7f6-46fe-848f-0c8f1453d833 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.135947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.530620Z digest=sha256:59117cdc40076d3d223777282c2519b5f4e613aa51e2af497b8c05d5211a6e51

Observation 119034d8-047b-4815-98b2-d389e3c2632c · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.121340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.535882Z digest=sha256:20f462b963152672c892ed692ab792d522037f7ac8a20f3523bef9725a7a252a

Observation 5f08ab81-8f31-4717-afef-eaf4126ac0d1 · outbound

This paper cites Movellan, and Paul Ruvolo.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Movellan, and Paul Ruvolo

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:45:00.106790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.540378Z digest=sha256:3ccd0093099b98b6c79394f7b33353b2bd3b7912af8f40397715be0f526d7251

Observation 4244991e-6b28-4307-9c6a-a96f428efbc0 · outbound

This paper cites Raykar, Shipeng Yu, Linda H.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Raykar, Shipeng Yu, Linda H

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:45:00.075784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.549395Z digest=sha256:984dc51aa7340a7759c549294721250a8429cd3bf8a9acbbb9768863a653ff81

Observation 885bb2bd-a2be-4250-ab20-004d9eb526ab · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.060677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.553718Z digest=sha256:0765ba05e841905280c37a923dc2f76138af39b579e7ca154b1b1d6d0c364ea3

Observation a73a1a65-8218-40df-937c-94e4baa29df1 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.044524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.558154Z digest=sha256:b65309f8c24f03d64e3d4ca573f3aeb454339f370a1ed46f4ae76ae2dd184547

Observation 7394a285-73f2-4f1c-a3af-58e491e8b2e9 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:45:00.026863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.562629Z digest=sha256:fb2488f7c678378e7a5c3fd582bd05e766a46fd749eb60ee854b59d02aa55a23

Observation f5fe37be-c468-4349-9117-47f0942b0442 · outbound

This paper cites Lanitis, C.J.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Lanitis, C.J

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:45:00.008689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.567041Z digest=sha256:f073213bbd5684b3b4cd0ead675ec1dd6eaac0fe9b06204e3a047b36efd427a1

Observation 525e4ce5-ac06-40dc-bdb6-381fa285ba67 · outbound

This paper cites Thurstone.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Thurstone

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:44:59.993107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.571551Z digest=sha256:acad7bd2af7c0d39c1f351e2a414f7e30048ee2a2ec10a4a4dc3bef861207c74

Observation 83a88736-7173-4332-84a6-a81314cead2f · outbound

This paper cites Bennett, Kevyn Collins-Thompson, and Eric Horvitz.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Bennett, Kevyn Collins-Thompson, and Eric Horvitz

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:44:59.978326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.576055Z digest=sha256:f0b4dc0d92571695b6031d7e5a79740f4b4938fc7722d7d3662d051409efa7e1

Observation 36117232-79d8-4512-80cf-a815db59ba31 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:44:59.963493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.580431Z digest=sha256:5fe1b3b336c4501a2dc72bcb222dfa2d97fc8201c0ac4c864a111a6b02f5c472

Observation b9f9da37-1a3d-403b-b7bd-f08aab8d0283 · outbound

This paper cites An $O(N)$ Sorting Algorithm: Machine Learning Sort.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting An $O(N)$ Sorting Algorithm: Machine Learning Sort

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:44:59.721694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.585646Z digest=sha256:c6b5c92eb85ec4db3aa0b4f0187916a407933260e374f64c2ef2424aa56a3a2c

Observation 3a213d65-d9be-40e3-b8f1-cf55a314033c · outbound

This paper cites Graham, Donald E.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Graham, Donald E

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:44:59.948666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.590719Z digest=sha256:0aad7496a3d571876d28e816513aca6c4e3aa5eee7956129e173c2de8f70c5fb

Observation 4da46e0b-5aa9-4656-b519-28c0a7e8a168 · outbound

This paper cites Cormen, Charles E.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Cormen, Charles E

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T16:44:59.595296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:44:59.595296Z digest=sha256:f89f19501584d6cad1c1548772a9c38920e0c1dcfbc73947ae58187c90049d71

Observation 9437b487-331b-4de9-bdea-cbae73a59e91 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:44:59.909560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.605117Z digest=sha256:af1c4641461c817cb81e73488b2e4761b949d6a62c22e78fda126c6d1ad01976

Observation bfd224dc-7871-47af-ad96-1571369657ee · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:44:59.894050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.609651Z digest=sha256:edabb81ef78af3c57f7c5b1d5bcf41e68fd09c8700fb6fbd4a115a19441799e7

Observation 27e39b5d-91ac-4a91-a882-0d9d12b9a314 · outbound

This paper cites MIT Press, 3rd edition.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting MIT Press, 3rd edition

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:44:59.924287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.600401Z digest=sha256:1a59f132199acfc30c96d1d89a543d2787b32513b57bf36c3c800d208ee80d14

Observation 51dc7fe4-7a93-4467-ae2f-924fd8bf65de · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:44:59.865231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.618729Z digest=sha256:c5d05a93a9f33cd06874f86db9ed525bd0b60e770ce0812be3e487a026fee1f4

Observation f53d7333-cf06-4aa9-a598-ae728bcefeea · outbound

This paper cites Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T16:44:59.623036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:44:59.623036Z digest=sha256:257a1bea16423801ff6f2c6da45291e5c653ae855eedad48c49362557834e5ef

Observation 9f65a34e-c563-4610-9b52-f1085b551cd8 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:44:59.879444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.614238Z digest=sha256:9cccc1ba13cf3526be88fb8f0dd37ff4ad4237c76b7fc0f99f359616c7a7b994

Observation 9bac0f10-5d22-4dbb-88bf-8e3683c9903f · outbound

This paper cites Anderson, David R.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Anderson, David R

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:44:59.835676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.633330Z digest=sha256:a2173226d739a94a10996955ae4d3171532b93726da91d9207d807866cd8d5a1

Observation b7a36732-843d-491b-9a2b-abeeb9e8caf1 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:44:59.804699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.643516Z digest=sha256:b8e80dfed463590b459d771b7983c5f389ae371b46c5a2e39d8c48a20b98173f

Observation 41864c37-199b-43bf-a734-11f5ab28ede3 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:44:59.850544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.628448Z digest=sha256:51b7c6ff7273782463b3ec72a8f5f78242369ae5687a89d4d64c15aeae5486cd

Observation 852a5f5b-8956-4d62-80b4-035170506e8e · outbound

This paper cites Peter Campbell, Deniz Erdogmus, Peng Tian, Dha- ranish Kedarisetti, Chace Moleta, James D.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Peter Campbell, Deniz Erdogmus, Peng Tian, Dha- ranish Kedarisetti, Chace Moleta, James D

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:44:59.756092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.658766Z digest=sha256:94adf71c85b13b6b8ac0aaffa60217fd5ba9d88069d614538135e19366f21df0

Observation f132b287-9d59-40d9-94b6-236b4b4ca417 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:44:59.772316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.654405Z digest=sha256:bd0f0ba5056c67706e457968afde3a53cc5dd103c0e571823f6664942f24bd7f

Observation cbfcab4a-03cb-40c6-856c-4940dd4fcafb · outbound

This paper cites In Advances in Neural Information Processing Systems , Vol.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting In Advances in Neural Information Processing Systems , Vol

Reference 2009

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:45:00.091392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.544952Z digest=sha256:088be5fe813453c8dea7abfc408cc2ae14e58f5bea6936936666d84ede1156c5

Observation ed9a398c-4542-4938-9283-f7b20a711899 · outbound

This paper cites an unresolved cited work.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Unresolved cited work

Reference 2014

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:44:59.819996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.638877Z digest=sha256:e25034e6f9284c55b4d866173e047316834631c71bf895282dcdb06a4c103505

Observation b1f8d50b-2f88-4f45-b106-91def00f19ba · outbound

This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence, Vol.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting In Proceedings of the AAAI Conference on Artificial Intelligence, Vol

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:44:59.789159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T16:44:59.648654Z digest=sha256:015250a3be1ce9677cca66a145c52fd660115d2bdd879c671382f89e875c72fc

Observation 5a668758-cb09-4a79-ae97-2ee3ccf4a48b · outbound

This paper cites Decreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop Sorting: Application in Medical Image Artifact Rating.

EZ-Sort: Efficient Pairwise Comparison via Zero-Shot CLIP-Based Pre-Ordering and Human-in-the-Loop Sorting Decreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop Sorting: Application in Medical Image Artifact Rating

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-15T16:44:59.483225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:44:59.483225Z digest=sha256:b3349a9d7bf0a4f315a2c3dbd1fb578828afc354547f8e40f123895a2eec6559

Pith citing papers

No inbound Pith citation observations are available.