Paper Citation Record · LEDGER

Evaluating Contrastive Feedback for Effective User Simulations

As of 21 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2505.02560.

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

pith.paper-citation-record.v1
2505.02560 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:50:42.388325Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

24 of 24 outbound references displayed

verified exact1
verified fuzzy2
unresolved20
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a23bf064-fb23-44ec-8a0c-7b76bb86f8ed · outbound

This paper cites Voorhees.

Evaluating Contrastive Feedback for Effective User Simulations Voorhees

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:50:42.950556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eb15f392-ff95-4ad9-83d0-708bf65b326a · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.293728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f23a041-b8af-43c6-872e-14958261e168 · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.302316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94e62ac6-a953-474e-8897-2dbf1fca92d7 · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:50:42.931728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ff33103f-7c71-4c4c-a68f-dfd62eca3400 · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.311159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e0acea6-9684-430a-b63a-d05b345044df · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.315285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e190e8c4-7a93-48e8-addc-293b7e8846ae · outbound

This paper cites Context-Driven Interactive Query Simulations Based on Generative Large Language Models.

Evaluating Contrastive Feedback for Effective User Simulations Context-Driven Interactive Query Simulations Based on Generative Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.319065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a5b6e5a-4d13-4fe9-bb58-3b76e845ff2e · outbound

This paper cites Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning.

Evaluating Contrastive Feedback for Effective User Simulations Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.323294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12445043-1317-45cc-a5d3-33c94fee80d7 · outbound

This paper cites Price, Lois M.

Evaluating Contrastive Feedback for Effective User Simulations Price, Lois M

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.327349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b39c1963-5417-44b4-800c-bb9df1007b35 · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.331700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09778c82-e44c-451c-920b-f9717aae09d3 · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.335258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1582059-32e5-477f-b574-8eb6a488571c · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.338962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e60d53e-f4bf-4878-a2f3-1cd7d90c404e · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-16T00:50:42.342937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62cbab98-9655-4613-add2-3de682e7924c · outbound

This paper cites LLMJudge: LLMs for Relevance Judgments.

Evaluating Contrastive Feedback for Effective User Simulations LLMJudge: LLMs for Relevance Judgments

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.346844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a7cfcf5-e50f-43f5-9359-4acfb559a3ba · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.351166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffed84e8-9197-4a22-93d3-db6091f426b1 · outbound

This paper cites Contrastive Learning Reduces Hallucination in Conversations.

Evaluating Contrastive Feedback for Effective User Simulations Contrastive Learning Reduces Hallucination in Conversations

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:50:42.503027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c93f15ce-8bad-4aac-abaf-1b8bcaa7b478 · outbound

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

Evaluating Contrastive Feedback for Effective User Simulations LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.359394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6c5e35b-d697-48d4-a64d-6529e2cd1d98 · outbound

This paper cites Voorhees and Angela Ellis (Eds.).

Evaluating Contrastive Feedback for Effective User Simulations Voorhees and Angela Ellis (Eds.)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:50:42.918925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1abc4268-f378-41cc-bcd6-b6dab28f3fff · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:50:42.905686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a1edb5b1-9c35-4ed6-a646-adc3ccc0a414 · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.372249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dbaceca-c8eb-4182-ac30-f0102c22c252 · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.380594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8cbfe37-a8d2-44d2-898a-6dc2a4e8e128 · outbound

This paper cites USimAgent: Large Language Models for Simulating Search Users.

Evaluating Contrastive Feedback for Effective User Simulations USimAgent: Large Language Models for Simulating Search Users

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.376275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92176bd1-92e8-4596-8599-71b5886cf9ad · outbound

This paper cites an unresolved cited work.

Evaluating Contrastive Feedback for Effective User Simulations Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:50:42.876063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c3126dbe-f1a1-45bf-8cdf-b8ac381ef55b · outbound

This paper cites Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.

Evaluating Contrastive Feedback for Effective User Simulations Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T00:50:42.388325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.