Paper Citation Record · LEDGER

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems

As of 15 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2507.17290.

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

pith.paper-citation-record.v1
2507.17290 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:56:12.218742Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T05:23:49.538421Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T05:27:23.169557Z

Reference resolution

46 of 46 outbound references displayed

verified exact1
verified fuzzy1
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1de29fb0-039f-4df9-ba54-8d3a6ed50922 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.752686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bba320d6-6b96-40ab-a3ff-0e1ca72e8a5c · outbound

This paper cites Aligning Human and LLM Judgments: Insights from EvalAssist on Task-Specific Evaluations and AI-assisted Assessment Strategy Preferences.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Aligning Human and LLM Judgments: Insights from EvalAssist on Task-Specific Evaluations and AI-assisted Assessment Strategy Preferences

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:12.077711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 143bd1cf-07e1-414b-95d2-f560bfb658f2 · outbound

This paper cites LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:12.081316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64402e5-37ad-4b17-b229-d68cded2c07f · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.743557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3452a8ef-bd8a-4ad6-99c7-594db99ab459 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.734438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 044d59b7-5420-4e89-96ce-cd86aad99aca · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.725294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 073e06be-9784-45ee-94dc-e7eced45c7bc · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.716122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1fca9c6c-0827-4e4f-b26e-0336e1ed3b56 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.706462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2973a221-0352-42b6-b4b7-46408a4c2f33 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.696856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 32bb45ad-063f-4199-a80b-bd5627b829b5 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.687496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f9b49a58-5017-455e-aa1b-7f3636983fcd · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.678341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bd101531-aaa6-436c-999c-50c4caad7c8b · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.669197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e05a23c7-9efb-415f-9de7-edcf0c5785dd · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.659706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c037d4d1-6ee0-4ee9-b5c7-ac092fb31a46 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.650084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e0d9603b-3d89-48e2-8b81-2f16555313a0 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.641285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5afbbc6c-57f9-452b-8b10-f4de0cdefab8 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.632016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation be35a031-4e85-4152-9421-41be2f5f0cec · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.622720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2ccad1c0-7b6f-46cb-bca7-214287c5d611 · outbound

This paper cites LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:12.129046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cd54c29-22ae-4b4a-9ee4-ef4433a885bb · outbound

This paper cites LooGLE: Can Long-Context Language Models Understand Long Contexts?.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems LooGLE: Can Long-Context Language Models Understand Long Contexts?

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:12.132513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64b75502-703a-40f9-99c5-3609be2e8155 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.613471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b7b952dd-b310-4fd5-bdd5-5fd4a973dfb2 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.604166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 305ee485-0657-43f4-acad-4f47ff81aa97 · outbound

This paper cites LongGenBench: Long-context Generation Benchmark.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems LongGenBench: Long-context Generation Benchmark

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:12.142185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a23c312f-8e2b-44cb-beaa-6096e0734a7b · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.595095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 243d4ae5-76cc-424d-87ea-1495ad29bb10 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:12.148777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89d07b72-e623-4174-a167-05fd90e64cfc · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.585631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d82bbff9-e451-4a6f-bb05-f9c1041ca746 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.576479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3cc49c8d-63bb-4c49-902d-40b2c9cde673 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:12.157835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0444d3b7-56b1-4080-a2be-6c082b071ce8 · outbound

This paper cites Are Expert-Level Language Models Expert-Level Annotators?.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Are Expert-Level Language Models Expert-Level Annotators?

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:12.161058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd32bd0d-4680-444f-815c-f1f5a6f2601d · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.567074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fd004313-989a-4d38-8b3a-3a5000b4421b · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.557507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0297e5ca-391b-4a22-8a12-225551adfc52 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.548323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7c1d637b-4f3f-423c-94fc-b3f930632ad1 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.539308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cf070245-e82f-4437-8ac6-8be8c2268ba9 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.530094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 572295da-9eb8-4e9e-9e3d-28f6e092e3ff · outbound

This paper cites Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:56:12.271491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation df05260e-b645-40c9-b54a-a2ebed0abbdd · outbound

This paper cites Qwen2.5 Technical Report.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Qwen2.5 Technical Report

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:12.183893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1997ec11-e210-41e0-8027-c16cbec6e704 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.520735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 91701090-c989-47f3-9b49-5f9a4c75d259 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.502350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 53edf425-c8a7-4504-8670-d71cda54c0cb · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.493326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ecc1cd48-97e1-4eb7-9479-b87febe60262 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.483754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d8b2cd64-39b2-4618-8ba4-bbfbc1efde52 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.474230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2bfe15e4-4cc1-433e-b0db-26c4a4475d31 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.455493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f3f5779a-7e9b-40c6-a984-368ebb3f538e · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.446032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7dde4840-bd32-4f90-be21-e70c09c5e795 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.436030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4615c8b8-c94c-4f32-b62b-cda62a085415 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:56:12.511424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 90481eeb-f6ea-4027-ac9e-068da8fb1dd1 · outbound

This paper cites LLaMA Beyond English: An Empirical Study on Language Capability Transfer.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:12.199799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec415497-642d-4ee8-9b82-9dbe74146d46 · outbound

This paper cites In AAAI, Vol.

Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems In AAAI, Vol

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:56:12.464996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 90584c87-4e8a-47e1-8f3d-a7f22ce5c314 · inbound

Diagnosing LLM-based Rerankers in Cold-Start Recommender Systems: Coverage, Exposure and Practical Mitigations cites this paper.

Diagnosing LLM-based Rerankers in Cold-Start Recommender Systems: Coverage, Exposure and Practical Mitigations Exploring the Potential of LLMs for Serendipity Evaluation in Recommender Systems

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:27:23.172539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.