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Paper Citation Record · LEDGER

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation

As of 21 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 2 inbound Pith citation observations for arXiv:2508.15388.

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

pith.paper-citation-record.v1
2508.15388 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:02:16.964466Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:30:24.731367Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T09:06:26.104951Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact2
  • verified fuzzy1
  • unresolved57
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8e36353-86e2-4105-af90-31fb5295d3d8 · outbound

This paper cites GPT-4 Technical Report.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.782503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.782503Z digest=sha256:059727c4791d9413f0a4aa7e0c90851f4e17489d57298b3e2960f30916b1e370

Observation 5047db63-6689-4adb-adab-602c2171ba63 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:02:17.570053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.786518Z digest=sha256:c1bacad6e83f96f5b09bfbc03833757b8d272293cbc7ac57f1ddc595e1590278

Observation 99f3e9b1-4508-48fd-889b-f372ca208f8c · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:02:17.560312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.790502Z digest=sha256:25842fa75581a21d92651c56d81e1ce35f37f3f1a1090d98d9689031a3456a3a

Observation f8fc4b03-a4db-4374-b398-319fad6e0e0e · outbound

This paper cites Finetuning Large Language Model for Personalized Ranking.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Finetuning Large Language Model for Personalized Ranking

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.794012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.794012Z digest=sha256:2808f14b1e8c256fd2fce123221a73981c112be2b02f5dac5e9a40b1c64f74ae

Observation 1fafc7ac-a8e0-4cac-b9fb-110959601dcd · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.797404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.797404Z digest=sha256:519142b6993f98fbc78a9f2dfd2863a98346b10e21e9070c1394127a2120ced4

Observation 4484caeb-590a-426f-a361-e9194728a7e9 · outbound

This paper cites When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.800635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.800635Z digest=sha256:c6647a92057f00cf6552d225d04b185f6833ad8fd5d915751fa15e26a001fc2b

Observation 8590c07b-9165-4657-a778-528196525dda · outbound

This paper cites M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.804313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.804313Z digest=sha256:dc4ef74ea44b3e3ff6238f8f14d3ab8ef20ab5e2ee8a1588542d751c28d19b37

Observation 6d2abb11-ad4e-4570-a9fe-7174c2c2ba3b · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.808092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.808092Z digest=sha256:086d725341984a3af6a5e5cf524ef5575e7023d59ba49ac09567f6e24484edcc

Observation bb424eb8-1223-491e-8c44-a727a51b86ed · outbound

This paper cites Recommender Systems in the Era of Large Language Models (LLMs).

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Recommender Systems in the Era of Large Language Models (LLMs)

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.811242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.811242Z digest=sha256:629a25e56d63dca3963ae8c16fb4e8903f7037f69e337d655d601c867248fc33

Observation 7e5391aa-1ea2-4ca7-ad42-7c5d739660c1 · outbound

This paper cites Making Pre-trained Language Models Better Few-shot Learners.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Making Pre-trained Language Models Better Few-shot Learners

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.814466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.814466Z digest=sha256:2abea4699a9a61a5e6b4bf5a50993e30131b03dc3abd2a5a69b237da1b66c4a6

Observation 5563a707-f3e2-4dee-b985-2c86567d4569 · outbound

This paper cites Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.817626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.817626Z digest=sha256:f32dfa6d9e3236ae40f58694bfcfd5af9c979a8d7deb187bd6cc4b2c1598fb35

Observation a8eeea0e-67f7-4bbe-995b-0880f160db08 · outbound

This paper cites R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.820443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.820443Z digest=sha256:2ed7c42d166373fbe32e6a0b268387145455d04b047075b22a948a559b020d75

Observation f9cfa669-f6db-4088-a826-59e5e3a7b314 · outbound

This paper cites DeepFM: A Factorization-Machine based Neural Network for CTR Prediction.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.823293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.823293Z digest=sha256:143b9411def4c8a3a88c04b9fc6e753512c071f318fc779b27e6515b05fd3f58

Observation a44cacbe-9a57-436d-82c6-42720d3a6c82 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:02:17.545271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.826429Z digest=sha256:95d4287c1b731485dd5c88a31d5e77ba4ffd755474767f037ea199b1e3360470

Observation 9f270fce-15f0-4d0a-bc60-a14515cdd565 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.829386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.829386Z digest=sha256:02abe7779e6a5261962ea13b46209421dac533963f4cd2f7c2b0c6a4835f618b

Observation 651fc30e-5b24-4362-b772-6e2d3c1d61a0 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.831867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.831867Z digest=sha256:60365d98fc94b75ace57c0a578ce9676b6025dc251897fa7e4afae64a96e74e0

Observation 102cc38f-72f9-4c97-9583-68cf1c7ee8aa · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.834700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.834700Z digest=sha256:9f21da9d3b3b01b61c16c4eaf8d00981a30ac633569776e64f008d47763a1ac6

Observation 037f6e00-62cb-467e-81aa-62c0113064f4 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:02:17.517093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.837338Z digest=sha256:0cef74c73c4dfc02dc6ec403dd2ce76d25da3f91738a619fa18cec3416bd8123

Observation ece566b7-b43a-4139-8acc-9ca6b24dcebd · outbound

This paper cites Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.840155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.840155Z digest=sha256:c00a861514b1d5422d845371020b393057688814947d70be25711682ac6f3ad7

Observation 672d0e31-afcd-4a56-ab1c-9e2d3dc65444 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.843179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.843179Z digest=sha256:7a7f50c9b94f2779fd599ed720a5959f98a937ffb918e51b5228b234aee98b1e

Observation 1c083c52-23eb-42be-af6d-1906d8ba7d85 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:02:17.501635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.846332Z digest=sha256:dac922befeab0ce3c90fb08c429cb0bf244b7b3bfb8cd04b2c833b2cf41297a1

Observation 85cfce03-4242-4c40-9810-13192c6987d0 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:02:17.493325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.849225Z digest=sha256:393f401f31006dfba4616297e8c7c7d8ebbe3e8fd24f13f8073c91a2e9f7ccfc

Observation 1af0beb5-a817-415a-bb82-ca8a820618e7 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.851786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.851786Z digest=sha256:b5c9526e53e0a6429f6e5f5d7d0fc6ea5bb981f5bffaf3c7d7557260a18283df

Observation dd048462-d14d-4d34-9f5e-6c61667a743d · outbound

This paper cites Aligning Large Language Models for Controllable Recommendations.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Aligning Large Language Models for Controllable Recommendations

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-05T18:02:17.252055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.854585Z digest=sha256:17a6c68a0d1495f996e8cac55ab47c94c7f78e68aa44051f8ee2fec8827fed29

Observation 0f7c5bfc-fb74-48a6-97a3-37f835914bab · outbound

This paper cites LLM-Rec: Personalized Recommendation via Prompting Large Language Models.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation LLM-Rec: Personalized Recommendation via Prompting Large Language Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.857446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.857446Z digest=sha256:4bbff2ef37d2c8f086eb00386ea36adfaa3f63097c36c9573afad79a0187837e

Observation 3de23e38-dc68-4d5e-be20-e2289d3992ab · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.860310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.860310Z digest=sha256:e72027e31aff5ba13c9eb50f7a07be2409af221802a4b6beff437e84f4c21dac

Observation e6b26767-037c-4256-947a-7b0e43224595 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.863065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.863065Z digest=sha256:0312738295ebf61bb3eb04ea895e1cffffa7b394219cd4bd1624663eaf2349a6

Observation e6474f5d-8780-4030-9fd4-0da6785817cc · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:02:17.464871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.865630Z digest=sha256:5c170d29a7d75b24696766fde04a130f648174aec84eb4884bd562b7263c2fd8

Observation 75bb3e61-5ac7-46e9-b007-d3606f10ed24 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:02:17.455766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.871327Z digest=sha256:361e86bbcb62e87187b1ca61fd0eeeba29f54c381c4b0669f95efe1e77f21d14

Observation 954834a8-a060-49ae-b3be-eae33e60e6ed · outbound

This paper cites Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.876977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.876977Z digest=sha256:cb3027535cd6cf41414f0000513e49f839fd3c53b1eec703540a9d4f68b2e987

Observation 246e15f5-d2d2-4ef3-a0db-62c815b5b885 · outbound

This paper cites InProceedings of the ACM on Web Conference 2024.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation InProceedings of the ACM on Web Conference 2024

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:02:17.446662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.874312Z digest=sha256:74bd6a6de48d0ef9cfe329a7d7116fcb888fd46890f07d5c357b6f2eb17923a9

Observation b27a4fe8-3f8c-46ac-8d1a-e3352042c003 · outbound

This paper cites Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.882629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.882629Z digest=sha256:c4880e5d8ab9fc987db6ea197c34fece54f104958406045fc05916d7f5ce043f

Observation ea121f2d-3bd9-4cd4-b28b-da8b9204eab2 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:02:17.437661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.879802Z digest=sha256:4b0443dfa2fda9e8d894ee692e84e9304d8f0831059a3c168ec2fd6658769661

Observation c380212e-d7b9-4ec0-968e-081bd54ae51b · outbound

This paper cites RecMind: Large Language Model Powered Agent For Recommendation.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation RecMind: Large Language Model Powered Agent For Recommendation

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.889033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.889033Z digest=sha256:7dd93d29f119ce897e27a86cb5ec721c715ab2232b0b4ae92155ba889d55d89b

Observation c281e3f7-01e6-4757-9620-0e237a9d75d4 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.886046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.886046Z digest=sha256:fa4e64647928beb7eaff40a4762fb2acc9d5b4dada8bdfb3c99857d6c907ab5d

Observation aa1960fb-d3c6-4768-a94c-7797eab261d2 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.894906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.894906Z digest=sha256:89ba00186c01427ea0ee39b50d9ef610771bc56da6fc7eefd4d95bc99fc8ec46

Observation 6f2c0830-6fe5-4de7-b3da-e777b8a9beb0 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Finetuned Language Models Are Zero-Shot Learners

Reference 37

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source=pdf_text observed=2026-08-05T18:02:16.891821Z digest=sha256:47405cd6ca26ac0e2a8744c5d20b5633d61448761e7bbd1a6cb42d87b2257bde

Observation 49493594-af42-4b0a-9d53-aaa689a4ad8b · outbound

This paper cites RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs

Reference 38

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verified exact
local_arxiv, observed 2026-08-05T18:02:17.176697Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.904541Z digest=sha256:214398e6778426ad0d6b45d35e29360eeb5d1118d5197520a606a1e4ddd5a603

Observation d869d6cf-7765-4458-b938-a29796c12221 · outbound

This paper cites A Survey on Large Language Models for Recommendation.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation A Survey on Large Language Models for Recommendation

Reference 39

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source=pdf_text observed=2026-08-05T18:02:16.907452Z digest=sha256:abb463a43dd86d46a0333b32873b981b6ae59e4115a5a63cfb681bb452069bff

Observation 2aba19b2-c822-4399-bbd2-53691b1e9a84 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.901507Z digest=sha256:c7d165fe0ddb55451cce18950a50810e058c43bcbfb977aa32a280ad5861b224

Observation 7d4735d3-764a-4ae9-8174-9062d31a5d87 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 41

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unresolved
no resolver link, observed 2026-08-05T18:02:16.913075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.913075Z digest=sha256:b339166e64f7b9982eed932544b00bfb3d8477f0d7bcd6627a181a5a71987d07

Observation 4f2bf63b-a2a3-4733-b1ba-97548e91f5c2 · outbound

This paper cites Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

Reference 42

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no resolver link, observed 2026-08-05T18:02:16.915972Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T18:02:16.915972Z digest=sha256:c0b26ec7e3154ef84490bdde79aad75b17cf4991e4d7337122c36adf39879271

Observation 98000651-87de-4bf6-a557-8c1e874362e3 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 43

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raw_fallback, observed 2026-08-05T18:02:17.412560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.910614Z digest=sha256:add8a22f3f22a6e0d4f64fe70db472d1cbe908940adc698f4a644b92b698d8e6

Observation 2ac5c868-47ec-4bf2-95b9-a4ac9cc7505a · outbound

This paper cites Qwen2 Technical Report.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Qwen2 Technical Report

Reference 44

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no resolver link, observed 2026-08-05T18:02:16.922381Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T18:02:16.922381Z digest=sha256:a07ef3cbc42729d8cfd4f96042345f260d020de2ac4c8472b3e4fb9487f58bc2

Observation abd8f79c-f3a3-4fff-bb5a-ac7273dcc68a · outbound

This paper cites PALR: Personalization Aware LLMs for Recommendation.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation PALR: Personalization Aware LLMs for Recommendation

Reference 45

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no resolver link, observed 2026-08-05T18:02:16.925748Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T18:02:16.925748Z digest=sha256:93a5551f3b916eee527cd10a873d687f9de1b0c1bbe70f622caaacef6b0d31f7

Observation d1e27977-b6b1-4dff-8ce9-fc7ecfa767bb · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 46

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no resolver link, observed 2026-08-05T18:02:16.919627Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T18:02:16.919627Z digest=sha256:016074205e766fee838639663944bc473c15d9024414f05302be961ccf1cc51f

Observation b8f48680-07ea-469f-888f-5d6bd3e8f409 · outbound

This paper cites Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach

Reference 47

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no resolver link, observed 2026-08-05T18:02:16.931883Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T18:02:16.931883Z digest=sha256:2994b410fa8982ee7c18540927e0c92ada89ba7dfc533f634d8361a6add67ebb

Observation f7d8c468-0d02-47e5-9f06-7bf7853bbd98 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 48

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no resolver link, observed 2026-08-05T18:02:16.935140Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T18:02:16.935140Z digest=sha256:e2e04750d535678f56d185081d35ac0a9529eb1b3f7db93e8e992193b1bee9f1

Observation e0dd3aa3-4954-4766-9d1d-f276a367b1c9 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 49

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unresolved
raw_fallback, observed 2026-08-05T18:02:17.390798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.928823Z digest=sha256:90bdf453ec6e0e6d144038e1b34eb62f5cb9bedc750c784c08e5ace13c2c817e

Observation 613935f7-8112-4d1a-8efb-9976d617bf0e · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 50

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no resolver link, observed 2026-08-05T18:02:16.945396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.945396Z digest=sha256:927b54626b51b4c975a0f07bf8069520526ad6120675d0f5ce523e38d7a6fa8a

Observation 5129c65f-71f9-4fe3-b468-415baf4d129f · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 51

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no resolver link, observed 2026-08-05T18:02:16.952165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.952165Z digest=sha256:682a2b9cfa55b3350c9a0ec1ef2b2ce0dbcf7f278ddb799f78751643b4ff0ebf

Observation 88a85b08-9d76-427e-92fb-46be8c251971 · outbound

This paper cites Text-like Encoding of Collaborative Information in Large Language Models for Recommendation.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Text-like Encoding of Collaborative Information in Large Language Models for Recommendation

Reference 52

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unresolved
no resolver link, observed 2026-08-05T18:02:16.938317Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T18:02:16.938317Z digest=sha256:91e9ba3224d2acadd066971c79ef9a1d36f84b04feda4e26cac3c9f25073bd36

Observation 7772539c-ddd1-4438-a079-e4c3e8afb8b5 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 53

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unresolved
raw_fallback, observed 2026-08-05T18:02:17.376408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T18:02:16.942249Z digest=sha256:f5b70250cf81cd5e8ce8bfcf65c6d50be00f0cd9c76c00cc388bd2a54cdd84c5

Observation 86c85fa0-8297-4b79-b738-6264276a8d8f · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 54

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no resolver link, observed 2026-08-05T18:02:16.961681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.961681Z digest=sha256:09cf80edab4740dcea1849200ae7ddc0cb621d02b4177deda60c5b54d2ad3893

Observation 00a8504b-581e-4a08-b5b1-aea1e91aeef5 · outbound

This paper cites an unresolved cited work.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Unresolved cited work

Reference 55

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unresolved
no resolver link, observed 2026-08-05T18:02:16.964466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.964466Z digest=sha256:07625b621b79871218be0f5c873a15afb07fbf9ce90b0fcf39b640a1f920a97d

Observation 66c586f9-2425-4ba9-998d-75c77279b365 · outbound

This paper cites A Survey of Large Language Models.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation A Survey of Large Language Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.954966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.954966Z digest=sha256:7e60fd0d400d5d246e305ec8b50181b0da866e83a964d09a8f8fc07757ff0419

Observation 17de60ac-c913-469c-a58f-3063b19b261d · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 58

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unresolved
no resolver link, observed 2026-08-05T18:02:16.958475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.958475Z digest=sha256:314e5f5b548c35eed88a48d8a95d0d53e40ce945fad115272564ba7951d10db8

Observation fc4627ac-001b-4f80-82b1-365b58485fdc · outbound

This paper cites Emergent Abilities of Large Language Models.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation Emergent Abilities of Large Language Models

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.897932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.897932Z digest=sha256:0562d18f3f6d1b16b135cd10ce8bc01ced168840c03647afc10c015543fdf112

Observation b7b37bea-55e5-4010-ae79-2aa525562fca · outbound

This paper cites CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-05T18:02:16.948704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.948704Z digest=sha256:c7e1b784eec91c0dbadb19cb669af802e2ba4e2715b9bf7051ca2e2d41938159

Observation 7b3602e6-02ba-4a3a-93e1-5f6484d73fbf · outbound

This paper cites To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning.

TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Reference 2024

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unresolved
no resolver link, observed 2026-08-05T18:02:16.868458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:02:16.868458Z digest=sha256:11fe9a5ab1819cc5e2e93853fd81f373b10b6df7807e032dc5b20414dd84222c

Pith citing papers

Observation a5d83f91-82ae-4f8b-aa3e-9bf50cbd8b71 · inbound

TimeMM: Time-as-Operator Spectral Filtering for Dynamic Multimodal Recommendation cites this paper.

TimeMM: Time-as-Operator Spectral Filtering for Dynamic Multimodal Recommendation TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation

Reference 79

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:06:26.107324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-07T12:54:56.401350Z digest=sha256:976eb46ad7e9ae6e91086bdb460f3e5ec8aa31b5cc0c5ee84f59f350c7824035

Observation d57c1ce3-3ca2-4f5b-b4ba-0c46bbfaab87 · inbound

LaRec: Unleashing LLM-based Latent Reasoning for Generative Recommendation cites this paper.

LaRec: Unleashing LLM-based Latent Reasoning for Generative Recommendation TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T15:30:24.731367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:30:24.731367Z digest=sha256:59a2360868d75878564dc918ad540954101a71ad6f300152a20b6f3e2f04b5cd