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Paper Citation Record · LEDGER

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb

As of 18 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2605.21812.

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

pith.paper-citation-record.v1
2605.21812 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-22T08:03:25.697497Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

27 of 27 outbound references displayed

  • verified exact2
  • verified fuzzy5
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8fdd52b-c694-4421-904f-29de2cb8a95e · outbound

This paper cites Rose, and Benjamin Stewart.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Rose, and Benjamin Stewart

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T08:04:44.005684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:3a2e43dab7fe06e13f62ed89f007e9530d130b1d69b2b194971ca857f8cad1fc

Observation 2d69f4d0-7740-41fe-9563-c3e322e3b6f8 · outbound

This paper cites InPars: Data Augmentation for Information Retrieval using Large Language Models.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb InPars: Data Augmentation for Information Retrieval using Large Language Models

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-22T08:04:43.080450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:b6a619346a1ae506c3df9535ea483d3371ad919831becc252a00a8ea78c4b9d5

Observation 3508bce1-34be-48e0-bee9-988304cee44d · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:44.008388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:3e56b70b41f478a662b247ef1f79c295c215d6be68ee20b7c1e23619438ddf63

Observation 45ba648c-17fc-4ec1-8a60-950a412fd2db · outbound

This paper cites Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, and Eduard Hovy.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, and Eduard Hovy

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T08:04:43.976874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:c045b1f75e5b0a71ce0a9e522ecb943ba6be6c9a20f563a0396e531967e1e4a0

Observation 7ff378b5-09e3-4f82-ae91-49071daea7ed · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.981874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:7b974f5d95c2fab0e257715cf9f836123f4c02530425ff6d3d89f54819c3a169

Observation 8c7f0cb7-778e-4dd9-92f0-243a68e9e17d · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:44.002751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:13779b0834398ecc1a8bf18197b318be9c34cca50aa68040025490bc2d0e2183

Observation cbb0e577-e6b8-4dda-b7e6-bf15ff8ffd75 · outbound

This paper cites Turnbull, Bren- dan M.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Turnbull, Bren- dan M

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T08:04:44.010730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:bfe7b6c72331c7e88369d545a0578eae016cc2c42bbcb8eca2793397f8a58cd6

Observation 4e95edfd-f313-40d8-a78b-17cf7a0d1be0 · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.950161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:38494c5cd1cf2089c3f1a74688c6d5a632cd5b63ca3e3433a880cec1cba875ad

Observation d9826109-c6f6-4925-ad1f-851044b99b1e · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.968802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:0847324f8cea7e22bebfa8de569d453beff05f9aa7e1600063a4e0a943b343ed

Observation 73a50967-0d24-4046-9082-b68f1350dba1 · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:44.013113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:8de183094978f3077145310f399789cccc2fe54d579880cb7e9b3b1bf8a7f8ad

Observation c289b430-a18b-4931-a1ed-ff42daf6b185 · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.979507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:a9d50bb7cde504bd4493c09ae7f6aa922fa24095038935fda43fb32fc9ba9151

Observation f1f338b3-3656-4531-8d2f-a4ab88e67f0e · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.971491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:0cbea269c7325ec8e23e1abf1377018c7bb3bcdfdf249d8112d1145679700a37

Observation 29039a9e-a8e2-40aa-9156-213e9d72d1b1 · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.973872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:328e8627c9ac0a426e24f6a5b78e6ea9e9a01792e7571151132a6e87ca79d5ce

Observation 37bd1fcc-64b1-4fd5-a0e2-a0b82e1317c4 · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.987013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:77d532ff5467f16ee916091170f54d865f772f3884d2446af4a4eef5062f49fa

Observation e4a150ea-455c-49ee-a8d3-32a4c3949bbd · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.989392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:a854f635ef8799229601e09e520a5441af78620f0cc5dc03b022ed9b3eba26f3

Observation a5dbb86f-5ac0-491f-9e65-bbe11ea6e986 · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.991672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:32954ad0150515b047b47a2aa50b01a0bb367a8b567c2ca89ec23f4cd37afb9a

Observation 767f64b2-3887-46b4-b469-75f1ee38fb17 · outbound

This paper cites Document Expansion by Query Prediction.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Document Expansion by Query Prediction

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-22T08:04:43.073023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:43a7c8ff9d814341e91b68cc6e064cc865d1bcad669bb00539f8a4e6b02e4bbe

Observation 07f94783-d5e7-45cc-90a9-645c85d508ec · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.963393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:8345a3ecf7be8ece8a0351614ec94d00183c5f0f7207983dec6904795b1599c9

Observation fec96db5-5182-4cdd-a72c-81369cde3fb4 · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.999651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:74772e3723600e01069dd43ed0b033733c81f07ecabd0d190cd797ce1ae97005

Observation a6851e45-2286-4b0c-b5a5-01705ff77210 · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.984374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:82b4930a295d8d0d842aa7979b0531d29df35661a2b995ee1b7d2c5fe57ad4cf

Observation a7302281-e5a1-4522-a539-4939769b6d46 · outbound

This paper cites Hashimoto.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Hashimoto

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T08:04:43.993819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:f6546356e87a8de8dcc742becef2d15649296660cc72f424f5b3ac82549ce447

Observation c1ec2577-522f-4b8f-b581-ae9d1d0a8366 · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.965604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:2dea9314459abbcd1b2dc11b051b0f01c44fe5431bee1308a20815858cbb1e38

Observation b3a48cc6-845e-4630-99b4-a77e941b8a33 · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.996528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:5489819dc1f4e116a3d8c6ec56037020c406e5dd1bb2e109e060e497d7c8b68b

Observation 9ccfced5-8832-4e78-a15b-eec8cd826844 · outbound

This paper cites Self-Instruct: Aligning Language Models with Self-Generated Instructions.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Self-Instruct: Aligning Language Models with Self-Generated Instructions

Reference 24

Resolution
metadata mismatch
local_arxiv, observed 2026-05-22T08:04:43.076486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:0272441f1e0e0ef6a867ecd0446cc67027f2158aeb97b90725c83b7c3316a7a6

Observation a0758974-35d2-437d-a01b-838f68586f0a · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.971843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:7ba2a25a21e17e250e41d831cbdfb01777be67fc25e1af6d6c9d5b4a72e6a6d3

Observation 58c17281-1b77-4d41-aa8c-cc2e91523448 · outbound

This paper cites an unresolved cited work.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-22T08:04:43.968615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:becdc5ab365b915e203573f29d7ab4a03278cdbbd6a2f8195eb55515552dcc3c

Observation 2202d14b-ab57-4af5-ba52-c137a4fb8ee6 · outbound

This paper cites entire home.

Bridging the Cold-Start Gap: LLM-Powered Synthetic Data Generation for Natural Language Search at Airbnb entire home

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T08:04:43.978432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T08:03:25.697497Z digest=sha256:6d5b9f2ee9d65ed50b58363b19d7bfb9a52335046ff039bbfee3be6a05e7c624

Pith citing papers

No inbound Pith citation observations are available.