Pith. sign in

Paper Citation Record · LEDGER

Truthful Aggregation of LLMs with an Application to Online Advertising

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2405.05905.

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

pith.paper-citation-record.v1
2405.05905 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 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 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:21:33.274599Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T16:14:53.435891Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 84f3f08e-0452-40bb-8c30-f96e7e88307a · inbound

Online Learning from Strategic Human Feedback in LLM Fine-Tuning cites this paper.

Online Learning from Strategic Human Feedback in LLM Fine-Tuning Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T10:21:33.274599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:21:33.274599Z digest=sha256:4f28dcc2cc3aba2d7a45bc640bef2f95cacad5f27457c5f47a31ad5e688e929f

Observation bddb810f-0ff5-44ec-b682-5671981de993 · inbound

The Battling Influencers Game: Nash Equilibria Structure of a Potential Game and Implications to Value Alignment cites this paper.

The Battling Influencers Game: Nash Equilibria Structure of a Potential Game and Implications to Value Alignment Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-09T16:38:06.680482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:38:06.680482Z digest=sha256:275953e29d5ed5299e793a1f37f2f8aeb6c38296bc275c68f3121679a57a7027

Observation 84812af7-34c5-446d-aab9-070385f4d057 · inbound

LLM-Powered Preference Elicitation in Combinatorial Assignment cites this paper.

LLM-Powered Preference Elicitation in Combinatorial Assignment Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T18:41:23.370803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T18:41:23.370803Z digest=sha256:8a0dcae0ed157096453fec407d4c5106d7b99b4b377ad2ed10bac18b49674bfa

Observation a16b1cd8-eeaa-46b4-93be-5f4c363c8f84 · inbound

Position Auctions in AI-Generated Content cites this paper.

Position Auctions in AI-Generated Content Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T11:20:51.204776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:20:51.204776Z digest=sha256:3141c505a3b1d2d0470295db4a6974092fd85fd05be84f525fc0b0e9c0ffaaf8

Observation c9408cf3-1bcb-428b-ba47-2829f79cc439 · inbound

Learning Truthful Mechanisms without Discretization cites this paper.

Learning Truthful Mechanisms without Discretization Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 110

Resolution
unresolved
no resolver link, observed 2026-08-06T22:03:28.085897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:03:28.085897Z digest=sha256:cbc44d7cb61f15e4c016338a63a5c9096ed3f1f05ae2b25943caad78fcaf98c1

Observation 885ca22e-f614-4093-b6a2-2a0961e947ff · inbound

TeamCMU at Touch\'e: Adversarial Co-Evolution for Advertisement Integration and Detection in Conversational Search cites this paper.

TeamCMU at Touch\'e: Adversarial Co-Evolution for Advertisement Integration and Detection in Conversational Search Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T21:19:46.650885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:19:46.650885Z digest=sha256:51a19ec9891b9764fb29b96a820c28cbe705445ff22ff785bb8ff9ac71c603a2

Observation 39982668-ba3d-4671-b823-7f9d9fa9aba4 · inbound

Detecting RAG Advertisements Across Advertising Styles cites this paper.

Detecting RAG Advertisements Across Advertising Styles Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 43

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T16:00:10.203882Z

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=2026-05-15T15:59:26.962395Z digest=sha256:510991f49771ca58a2dc0128f7c18976c94466e06fb97cf40a384088543d3f9c

Observation e551e769-727e-448a-854b-431d60f79415 · inbound

NaiAD: Initiate Data-Driven Research for LLM Advertising cites this paper.

NaiAD: Initiate Data-Driven Research for LLM Advertising Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 34

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T06:16:23.893792Z

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=2026-05-12T04:28:39.177199Z digest=sha256:ae13d5e4e2bdc145143a686befa86acbaa1d02c8af2f3dd6ecb9cd2a94402def

Observation 65e84c95-19ed-4276-9576-36620ea6afa6 · inbound

TourMart: A Parametric Audit Instrument for Commission Steering in LLM Travel Agents cites this paper.

TourMart: A Parametric Audit Instrument for Commission Steering in LLM Travel Agents Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-12T05:46:29.237769Z

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=2026-05-12T04:58:03.708461Z digest=sha256:3e626e03d15154180a3ec4ebfab74a2794c471d325b44c057bb22bb2a18812ef

Observation 6bc1740d-cbb0-48b6-8beb-747407589c40 · inbound

Mechanism Design for Quality-Preserving LLM Advertising cites this paper.

Mechanism Design for Quality-Preserving LLM Advertising Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:17:02.422071Z

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=2026-05-13T01:13:46.687988Z digest=sha256:6d09f148b59fb912de2cebcb41e4eec5889070dd990896dc510917c8b7d90023

Observation 73f8556a-b540-4a40-9251-ff14c2e8351c · inbound

LERA: LLM-Enhanced RAG for Ad Auction in Generative Chatbots cites this paper.

LERA: LLM-Enhanced RAG for Ad Auction in Generative Chatbots Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:02:48.899625Z

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=2026-05-19T22:01:33.176952Z digest=sha256:55af0350b0d0ac136a1e6633e5d4638200a3a5c5dd3d53d69c98668a5092c92c

Observation 64360a4a-05a5-43f7-a561-36621c47bf42 · inbound

Generative AI Advertising as a Problem of Trustworthy Commercial Intervention cites this paper.

Generative AI Advertising as a Problem of Trustworthy Commercial Intervention Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-20T07:58:07.728126Z

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=arxiv_source observed=2026-05-20T07:56:13.270387Z digest=sha256:2abd97e8c82ddbbb3f95b6e2fac0b872f7a809477795ff7429b7b3bd0779706c

Observation 71795b9b-0e15-4a5c-94b2-891af9805b1a · inbound

Truthful Online Preference Aggregation for LLM Fine-Tuning in Mobile Crowdsourcing cites this paper.

Truthful Online Preference Aggregation for LLM Fine-Tuning in Mobile Crowdsourcing Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T16:14:53.437475Z

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=2026-06-30T16:07:57.237575Z digest=sha256:97a1d50e9395ca97e66ea91fd1e3a04bbb9172982b0681437ee531c862b67f4c

Observation f2810d58-cd08-4cb8-bb55-606e1c8f45fe · inbound

PILA: Plug-and-Play Insertion for LLM-native Advertising cites this paper.

PILA: Plug-and-Play Insertion for LLM-native Advertising Truthful Aggregation of LLMs with an Application to Online Advertising

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T02:05:08.980668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T02:05:08.980668Z digest=sha256:e58938b4b2f3e89ff74ad497fb539a675fbc4094378b7ce78c28c8e8c3ab431c