Paper Citation Record · LEDGER

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads

As of 13 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2607.23121.

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

pith.paper-citation-record.v1
2607.23121 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:36:58.918679Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

29 of 29 outbound references displayed

verified exact0
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99f847a6-e8c1-4f8e-a6fa-c9a7d5a1af44 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.143135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acba5319-a4b9-465f-948a-3ebf8fb0c784 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.181716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92705a8a-9cbb-46dd-ad25-51f291262aa9 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.253735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c57f517a-96bc-4c39-8662-688938e17871 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.323777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 383eff12-16a2-41f9-9957-31a2107c6274 · outbound

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

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads InPars: Data Augmentation for Information Retrieval using Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.387806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8959f69e-7ca6-438c-848d-9a05d47fbf45 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.449991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 530f54b2-09b1-4db6-b9cd-f8ad07368354 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.521550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03e4dd3f-8415-42d0-9538-f460b5257039 · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.592893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c0887de-c86e-4357-99d4-d4702cf95298 · outbound

This paper cites Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.655481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 615039ef-9722-4578-b2ed-d010325c6d68 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.726178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a34af6b-6c8b-4bea-af59-2dc972fa28f6 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.790239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 525cc64f-d110-4eed-b4eb-6275cc7c1648 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.845375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34da1db2-7552-40dd-a2bf-0c22aa3898b1 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.849854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb2f442-d7a6-4f41-a8cd-58402fb8db0e · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.854319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ee53ef7-165b-486c-9270-d21e701e1450 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.858415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2fea57-51e3-496f-8514-ab4c02a9fced · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Gemini: A Family of Highly Capable Multimodal Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.862885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70dd0c42-f96e-4950-8d4c-4bf8fd4b3968 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.867345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32a1fb78-f491-40a1-a22d-33eccc91fbbd · outbound

This paper cites Query Expansion by Prompting Large Language Models.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Query Expansion by Prompting Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.871350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36141c1f-87cd-4a89-929c-f044296eba5a · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.875677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb4aea6a-cae3-4337-8af7-1c8b8e6cc10e · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.879897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e770a5f-e29f-4c81-8478-12bc7cf95ffe · outbound

This paper cites RouteLLM: Learning to Route LLMs with Preference Data.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads RouteLLM: Learning to Route LLMs with Preference Data

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.883897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9ff6b22-969c-4d90-b718-c95a70a9e684 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.888914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b47971f-337d-4ea7-9ce8-468f12484284 · outbound

This paper cites 2009.The Probabilistic Relevance Frame- work: BM25 and Beyond.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads 2009.The Probabilistic Relevance Frame- work: BM25 and Beyond

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.893194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd71d48-4378-480d-9db1-442af2ccd657 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.897369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d10d2b73-62c6-492e-913c-becd6f59f06d · outbound

This paper cites SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.901600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e435b4ee-92b7-4b87-a735-55c0fe77c5db · outbound

This paper cites Improving Pinterest Search Relevance Using Large Language Models.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Improving Pinterest Search Relevance Using Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.906006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea32f3f-0153-41bd-bbae-fe3e047b6505 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.910317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5689361-cd4d-48b6-96f1-c362e5d6c581 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.914355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d36e89-e115-400b-809f-f0da0fe4b302 · outbound

This paper cites an unresolved cited work.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.918679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.