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Paper Citation Record · LEDGER

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking

As of 11 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2502.06802.

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

pith.paper-citation-record.v1
2502.06802 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:28:42.169950Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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 fuzzy10
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2be20cfb-1ddd-4051-988e-6409f05bd93f · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-09T19:28:43.214817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.632446Z digest=sha256:6224cb26c7aea958e15f4d78e8823779896dc22904fdda75c42d2c55aeb8e473

Observation 22ad97dc-8eb5-44be-8a2d-9cdbd49a2e43 · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-09T19:28:43.197538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.693156Z digest=sha256:5b900c7f8c4b4ab1991a73065354b87f7492b3149c0451e53fb3e152cc0ac4c5

Observation 03578a98-8b84-449f-b654-7860f4df2990 · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-09T19:28:42.974322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.703906Z digest=sha256:42eec873efcc29b2cffbe53f32403137a13157c7a5b0e9ef20d446e904900fae

Observation 136695e3-26ee-471f-aa05-319fe22917c6 · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-09T19:28:41.709607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T19:28:41.709607Z digest=sha256:7c807e6b5c254458ceda39798a125cb9665bdbf80cd030fc61ae132745526723

Observation 58538e07-bcbf-4d9d-b595-2680ee42bba3 · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-09T19:28:42.904696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.714866Z digest=sha256:299659967f92091fe5b5a8c84bdf187153251146e13a21ae002f9818c863ae85

Observation ca0568e7-5498-4f13-87c6-b8d140f39068 · outbound

This paper cites LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-09T19:28:41.726854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T19:28:41.726854Z digest=sha256:0a27c8df9050c916f55523466d621d8a58d0b493d38d0e46389c64b8743b2b42

Observation d1763fc6-01c8-4a6d-b95f-9bfa5affdca9 · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T19:28:42.889138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.732016Z digest=sha256:3c949b9d1a994a56ab2fc76bd48a007aa4d76baa95583d757218dcb4baa5ddd0

Observation 546f4222-0fe8-4474-90cc-757f62fec5d2 · outbound

This paper cites RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-09T19:28:41.738355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T19:28:41.738355Z digest=sha256:24f0c199907b32adc18bf1d146c4f274a329807dac0d791878d7dd23ec2fdca1

Observation 0f6b6882-67df-41ad-94bc-794b9a155aba · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-09T19:28:41.763771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T19:28:41.763771Z digest=sha256:f319cdff40c5b916d50ebfff1855cfceee77509cc5913888c6522881bfebcba3

Observation fed03b7b-ef08-426f-b04e-732c9a2d4cf3 · outbound

This paper cites Fontoura, Fabio Petrillo, and Yann-Gaël Guéhéneuc.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Fontoura, Fabio Petrillo, and Yann-Gaël Guéhéneuc

Reference 11

Resolution
verified exact
doi, observed 2026-08-09T19:28:42.210111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.793174Z digest=sha256:74ddaf42288c545a3d338e714ad80715eb3b86451605716da9c2635314bbfe45

Observation 32419d4f-d14a-482a-ad74-a60d9db0b841 · outbound

This paper cites Language Model-In-The-Loop: Data Optimal Approach to Learn-To-Recommend Actions in Text Games.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Language Model-In-The-Loop: Data Optimal Approach to Learn-To-Recommend Actions in Text Games

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-09T19:28:42.234702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.832610Z digest=sha256:303583f62addc5c5d75ed759c449486d65f502113d1f14df1ad2fec80c52f129

Observation 0260e3d5-175d-40e9-a8b9-74c11ab6efe6 · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-09T19:28:41.872719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T19:28:41.872719Z digest=sha256:4291c67d710f0d4f68f475e42d630b74d4c2e79ac3664ec525441e495db25b34

Observation 97b06cda-7957-445d-8a7b-ba52b12c0ade · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-09T19:28:42.852533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.877893Z digest=sha256:f939b2a4a550cf66d37ef04681fcf720e2c899a6338e4760c4a6f9d6330d7fa8

Observation 7386dddc-041d-4d80-acf9-93f81dc720d5 · outbound

This paper cites A LLM PROMPT FOR GAME PROFILE GENERATION Given a Roblox game , we have access only to the in - game text features.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking A LLM PROMPT FOR GAME PROFILE GENERATION Given a Roblox game , we have access only to the in - game text features

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T19:28:42.785854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.888871Z digest=sha256:53e2446b2162ccad5bd534f89ce800284ca5ec7de6fc2072b961fd2eb84ec152

Observation a7839daa-a33d-476c-8d39-e3eee958f33e · outbound

This paper cites ( WHAT ).

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking ( WHAT )

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T19:28:42.714678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.893600Z digest=sha256:6502e7a02f57e874d385cd777ce4cbacf3943e11f4aba97a2e014916b9306a24

Observation 6963ab6d-5098-4fb6-95e8-8114a326f2df · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-09T19:28:42.699313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.897844Z digest=sha256:e74aea121e563c2de0f2ee35baf95e48d94538e99ed5f0714e08b5e0a6907dd7

Observation c6c1c0fa-67f7-4f48-ad7b-f9da25038267 · outbound

This paper cites ( PURPOSE ).

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking ( PURPOSE )

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T19:28:42.683891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.902608Z digest=sha256:421f43b0781d6ee4c2b2275fc94337e990ab78e0ca508f1a29ee87f0dd3853ea

Observation 168e913c-b64f-4c4b-8277-b7c8a88bede0 · outbound

This paper cites Please focus only on the relevant information and omit any irrelevant details.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Please focus only on the relevant information and omit any irrelevant details

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T19:28:42.667998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.907388Z digest=sha256:1cdd7ccd2848083499813330a45467244e6aafd437d9ad2c9641f8ce9233d42f

Observation e393f047-df47-4f4a-be72-12312a69a6bb · outbound

This paper cites This summary is vital for the recommender system to better understand the game.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking This summary is vital for the recommender system to better understand the game

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T19:28:42.651444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.958026Z digest=sha256:f0ce569f3d12737b091b799c5ea461d9e817f32e180448e943c96cd8cf4db335

Observation 40b9653f-0a28-4e6c-9ff0-b06f528e98ee · outbound

This paper cites It will help in understanding user preferences and recommending games accordingly.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking It will help in understanding user preferences and recommending games accordingly

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T19:28:42.633505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:42.035892Z digest=sha256:6813c2d3f052d0156edd9eda58aaaee992677b2fa87e4e503e2945c5fdcebd8b

Observation 3cdbb07c-f06f-42f2-a59c-eb183cd86521 · outbound

This paper cites game_about.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking game_about

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T19:28:42.615492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:42.100931Z digest=sha256:7c1be709fd10fd29d1fa4b5b84fed98a0c34333731b51ab73083e28f4213baea

Observation a576db76-6c08-4670-a85b-186baeba7342 · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-09T19:28:42.598747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:42.153603Z digest=sha256:8ad8ae16588e86a4a57217bb93ba12fc920c601ce702b9213c50366ea53794c1

Observation 6eee4ad4-e34e-4c7e-a685-fab4b3934485 · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-09T19:28:42.581508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:42.159144Z digest=sha256:fabaacc87762c872551eed2e62e652751a42c791ac69e2f074b5b9dfe4c56e38

Observation eb5eca25-6522-4d6d-a415-6412a8e46f6a · outbound

This paper cites an unresolved cited work.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-09T19:28:42.531034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:42.164414Z digest=sha256:5cf00bae9cdf6a00de5b3c509bbd4de48600d4bbccf6ea6dc9f5bcf2d48b5f9f

Observation d0441617-fc4b-4ee7-a3eb-f1e3b7b8b663 · outbound

This paper cites Below is the user play history in the past 7 days , each game is represnted by a unique id with the game profile information.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Below is the user play history in the past 7 days , each game is represnted by a unique id with the game profile information

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T19:28:42.357691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:42.169950Z digest=sha256:41e8730058e26bc84f8f3b2d03bc366309fe7d857c01322b9637b7d28eb7b7b9

Observation 40fe5b6c-3843-4a08-9488-e9b9fc7074a9 · outbound

This paper cites In Proceedings of the ACM Web Conference.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking In Proceedings of the ACM Web Conference

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T19:28:42.836817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.882952Z digest=sha256:279d2dc9638c875497f91a3b3bf1a1804cfcc4a3051f967bd3b48322a7a71006

Observation 17e2f1ed-ab6f-41b8-97ca-3d14b5f24ef8 · outbound

This paper cites Expert Systems with Applications 238 (2024), 122166.

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking Expert Systems with Applications 238 (2024), 122166

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T19:28:43.180176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T19:28:41.698613Z digest=sha256:2f732c89f0fa4b89ed97d992185bc3e192fb331375dc12e525431c3f1cd199b4

Pith citing papers

No inbound Pith citation observations are available.