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Paper Citation Record · LEDGER

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation

As of 11 August 2026, this Paper Citation Record lists 100 of 105 outbound references and 0 inbound Pith citation observations for arXiv:2501.13344.

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

pith.paper-citation-record.v1
2501.13344 v1

Coverage vector

measured 100 of 105 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:21:30.406060Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

100 of 105 outbound references displayed

  • verified exact8
  • verified fuzzy0
  • unresolved92
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 909fa772-15b0-479d-9e62-d8544de4c8b6 · outbound

This paper cites Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning

Reference 1

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local_arxiv, observed 2026-08-10T16:21:31.057774Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation fd1f6d6b-f5be-44d5-8d3c-500f60f3d490 · outbound

This paper cites TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation

Reference 2

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Observation c8dc122d-5a01-4d3f-8ecd-bedc0addbcdb · outbound

This paper cites Language Models are Realistic Tabular Data Generators.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Language Models are Realistic Tabular Data Generators

Reference 3

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Observation 065a21a6-2aa9-4cf3-8af0-22acdfc74fbb · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 4

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Observation f2e3f407-7908-4b41-8f53-f361c34a0b0d · outbound

This paper cites Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models

Reference 5

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Observation ae39d13c-9d90-4513-ab37-18a64e44332e · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 6

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Observation 76dc4ecf-0f1a-4366-a829-9bcad07c1fe2 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 7

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Observation 0b877a7d-e0e1-4d8e-a3cb-8c79499741a7 · outbound

This paper cites PALR: Personalization Aware LLMs for Recommendation.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation PALR: Personalization Aware LLMs for Recommendation

Reference 8

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Observation cad23bc0-9e70-4f63-bed8-55d22d7a9672 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 9

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Observation a4f3c233-e820-4008-a057-6c09cc639f1a · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Gonzalez, Ion Stoica, and Eric P

Reference 10

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Observation bef4b3e2-c0ef-405e-80c0-67dc4f3a6d71 · outbound

This paper cites Large Language Models for User Interest Journeys.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Large Language Models for User Interest Journeys

Reference 11

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Observation 0fd2aaa1-f4d8-4dbc-90c7-5563f3cfaebd · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 12

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Observation a1bacc0b-6097-4361-8e73-77f378b4b1e3 · outbound

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

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems

Reference 13

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Observation f00c27a6-4e4d-4efa-85b3-b6de237fab35 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 14

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Observation d8bdb460-bcc2-4079-a7c8-f09ee427999a · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 15

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Observation a1329b5c-0d59-4a18-a133-294fc1363448 · outbound

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

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 16

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Observation e833b2c3-fb71-4b6e-a8e9-c8263f888635 · outbound

This paper cites Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 9676728c-b00d-4d02-bcaa-fe3dfa1c1368 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 18

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Observation 32dd4035-737a-448b-b5a2-99d05c8b9278 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 20

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Observation 3082b13b-9885-41aa-87db-f5d2c5bf9e91 · outbound

This paper cites VIP5: Towards Multimodal Foundation Models for Recommendation.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation VIP5: Towards Multimodal Foundation Models for Recommendation

Reference 21

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Observation 7d14bf34-91f1-4ad6-8156-81da2cd96fee · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 22

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Observation 448c0d90-4256-4b71-9135-21054da9357f · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 23

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Observation c0220395-9b20-473c-8a67-ead883c4c24b · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 24

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Observation 9a81e82b-2e80-4b29-91f7-b9586fddffdb · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

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Observation c8c59b6d-c72d-46f2-b6e8-88fb641f8dd6 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

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Observation de72baaa-54a9-4ae1-bdb3-3c5d1d809825 · outbound

This paper cites Large Language Models are Zero-Shot Rankers for Recommender Systems.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Large Language Models are Zero-Shot Rankers for Recommender Systems

Reference 27

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Observation f63a4403-1848-4bb8-81a9-0d10580850b0 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 28

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Observation 512f701b-5513-4ed2-a6bd-5ad863a8f67e · outbound

This paper cites UP5: Unbiased Foundation Model for Fairness-aware Recommendation.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation UP5: Unbiased Foundation Model for Fairness-aware Recommendation

Reference 29

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Observation 53e21a91-0341-4525-82f0-255655db1b60 · outbound

This paper cites How to Index Item IDs for Recommendation Foundation Models.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation How to Index Item IDs for Recommendation Foundation Models

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 2aac5d3f-bd74-4859-a62b-62eef736e73b · outbound

This paper cites Mistral 7B.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Mistral 7B

Reference 31

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Observation 21fd9d5f-2701-44d3-b4fc-f12f7a573875 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 32

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Observation 7fcf9f3e-d763-44ed-9935-fd342d4ed244 · outbound

This paper cites Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction

Reference 33

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Observation f70c827d-d317-4700-a227-1eec2e49ac3c · outbound

This paper cites Customizing Language Models with Instance-wise LoRA for Sequential Recommendation.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Customizing Language Models with Instance-wise LoRA for Sequential Recommendation

Reference 34

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Observation 8a7b9858-eb80-43ec-9c86-462e65a9146f · outbound

This paper cites TagGPT: Large Language Models are Zero-shot Multimodal Taggers.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation TagGPT: Large Language Models are Zero-shot Multimodal Taggers

Reference 35

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local_arxiv, observed 2026-08-10T16:21:30.895834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 046f3869-5ffd-425f-a2b7-b358d280e681 · outbound

This paper cites Text Is All You Need: Learning Language Representations for Sequential Recommendation.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Text Is All You Need: Learning Language Representations for Sequential Recommendation

Reference 36

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local_arxiv, observed 2026-08-10T16:21:30.882652Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 7b53420a-5d82-4828-a1ce-1597b3d457f4 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 37

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Observation 96c7a60d-209c-41a7-960e-a33f994eab92 · outbound

This paper cites PBNR: Prompt-based News Recommender System.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation PBNR: Prompt-based News Recommender System

Reference 38

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Observation f6a7efbd-0f1a-4473-8978-b84e9691765a · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 39

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Observation 46193762-afe7-4007-bbba-fc648cf3a512 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-10T16:21:30.250052Z digest=sha256:45555a23efdce9440694003a823a5fbaf2d3735afaf2a13dd55e9bb2c18ac3a2

Observation 9abe5270-9525-4d39-bcfd-b256f62017e7 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-10T16:21:30.252687Z digest=sha256:51a4b58a0a531e2074e2e611c904cf53012121694cbf22a9c3b317a6a5b74da2

Observation dd6d4fc8-9ca0-4752-9b34-6585f7f62507 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-10T16:21:30.255343Z digest=sha256:7869f5ca8d4c95f1c4ecb061b0097c1fd0bbddd4c70eba4025979871bcdba60b

Observation faf8b07e-d6f7-4247-9e53-9c384398b6fd · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-10T16:21:30.257904Z digest=sha256:a8937fd2a7941dad57ec0722db1cfed943f9baa85777119df7c40af254976fb8

Observation cd96712a-6c2a-48c9-8a7d-9f7affd51cca · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-10T16:21:30.260545Z digest=sha256:21624ca801605101f3c969703039c89ec8edc72ebdcd0545ca79b0a50d269d48

Observation da66f3d7-c490-4167-b505-38fa5c718907 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-10T16:21:30.265871Z digest=sha256:c32f2a09ff626511a78abf5ac8d09b3541b405958e2addda313a11a58e3f56a8

Observation dd4c94e9-12fb-4fdf-9f4c-f8676818bc19 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-10T16:21:30.268228Z digest=sha256:22dc7b3da7703728b51b2cd002f1a2110770267ad28f77d2f35134034591465e

Observation fd445e6f-0608-4c02-84ea-1c2414080233 · outbound

This paper cites In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 47

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source=pdf_text observed=2026-08-10T16:21:30.263200Z digest=sha256:900b750282e2b4b8e394cf7d5e9abd28f4bf4207276b1dc85f7f10ab1d60ce8c

Observation 241a590a-3dc5-4bf5-855f-c333924c7743 · outbound

This paper cites PTab: Using the Pre-trained Language Model for Modeling Tabular Data.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation PTab: Using the Pre-trained Language Model for Modeling Tabular Data

Reference 48

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source=pdf_text observed=2026-08-10T16:21:30.272704Z digest=sha256:28d2b08d8ffaaa316bbe1be91bcabd4c7a35b6607e14e038de2fe8b27672504d

Observation 2b1318ba-ca14-4c99-8c54-339d939133b5 · outbound

This paper cites Is ChatGPT a Good Recommender? A Preliminary Study.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 49

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source=pdf_text observed=2026-08-10T16:21:30.275205Z digest=sha256:f4e91a27513b5595c099587a636832b1e0923da44efadf5729e36fbcbed147d0

Observation d11b32e9-c168-4a6a-9994-ecae42b20212 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-10T16:21:30.270368Z digest=sha256:ceffa07fee933039410ffa3f4ab503f7f1699be84b16047927201eef209cd235

Observation c3aff9f2-493a-4d92-a65b-b8d14fc175e5 · outbound

This paper cites Decoupled Weight Decay Regularization.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Decoupled Weight Decay Regularization

Reference 51

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source=pdf_text observed=2026-08-10T16:21:30.279654Z digest=sha256:a4ea9c839fc496ea4e26cf02de29eb0bf40cf7ac8d24c9cda26e0d4f6ca88d61

Observation 9ead34a3-e70d-4e5a-b4d0-b60c94445788 · outbound

This paper cites UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation

Reference 52

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local_arxiv, observed 2026-08-10T16:21:30.762527Z

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source=pdf_text observed=2026-08-10T16:21:30.282073Z digest=sha256:a42f79e1c1b279c6ddcd5ef0c8787e2d8e99a206392c0b0d507a572e62b169e8

Observation dabd4b83-6ef8-4b79-b600-e437dfeb6619 · outbound

This paper cites ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models

Reference 53

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source=pdf_text observed=2026-08-10T16:21:30.277477Z digest=sha256:3fd9ff1c22e80fc0e6bbcc2842cbab08089db7eb4dc0e93919f304026874d284

Observation a60ad63b-c6cb-4bf8-847e-160560cb3e2d · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-10T16:21:30.286822Z digest=sha256:63badc9bb0bb9db3a4741bbdcc2fe76130fdaee3b2b0476d59932aacf3e9694a

Observation 9a477d8f-1a7f-4d13-be33-2f3ed0820b90 · outbound

This paper cites Large Language Model Augmented Narrative Driven Recommendations.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Large Language Model Augmented Narrative Driven Recommendations

Reference 55

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source=pdf_text observed=2026-08-10T16:21:30.288930Z digest=sha256:bd44d091a5ae1e24427ebf70734d067f0dab2cb3b159b7cb596e17d253c66327

Observation ce8ed55c-d77e-418c-b714-c7c38feabc71 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 57

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.293446Z digest=sha256:d87a9ff8bf426275327d8b6d596699942600863e94e45a2007a44b5daff3b5d0

Observation 48d14474-ca21-4e5a-a324-6c0a3a63a04c · outbound

This paper cites Generative Sequential Recommendation with GPTRec.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Generative Sequential Recommendation with GPTRec

Reference 58

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source=pdf_text observed=2026-08-10T16:21:30.295599Z digest=sha256:5f684c1daa5df391fbed501a831bf7dfdc44172b197b28c7b1d91a7eb7367961

Observation 83dba8af-e9d7-4a47-b3fb-c587be749362 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-10T16:21:30.291232Z digest=sha256:f5b24c69e73089e072f4b3cf539552f0c2b7f5f4301660aba9f54d8b136dc86c

Observation b8a75acf-35db-43b5-9c63-e24e0995a534 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-10T16:21:30.300071Z digest=sha256:09b9e6a56fa7a143a6c1edd0fdb259ac49236572620ae64e4f79469e08e225a1

Observation 3069e0e1-c4f7-4878-8d47-f9c4092420d2 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-10T16:21:30.302489Z digest=sha256:6deb61ed57c6f467216a084ff63a75e5025d4cff65824238c4dbbdcfe3c1e921

Observation 5b77f2af-b0ae-4e3d-809b-019ae70eeed6 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-10T16:21:30.297941Z digest=sha256:40da6a69b04aa89b93c4e7e1586e915006237599df4b2f561f9ee18471fec063

Observation f9cad879-ba05-4e08-898e-c177c3146a73 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-10T16:21:30.306635Z digest=sha256:510327e3ba7684f8b29106c2ed05d145824e8a387a8a99e95c113e3c7d7270f8

Observation 5ef06584-2b29-45af-b7b3-a26ef2c025cd · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-10T16:21:30.308676Z digest=sha256:bf7fc9785aee30ed12fd1e834769c13f2ed255e90f5bbbcae0ba492bc8113698

Observation 7feeed9d-893a-4139-b053-de31df998d8b · outbound

This paper cites Large Language Models Meet NLP: A Survey.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Large Language Models Meet NLP: A Survey

Reference 65

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source=pdf_text observed=2026-08-10T16:21:30.304522Z digest=sha256:4b6d69a7bff94b61d94faab36f90147495a7bba0f0af70f3cf80523c1f141792

Observation 58bb4cf3-d2d8-4627-af5d-9a92a8707f4c · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 66

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source=pdf_text observed=2026-08-10T16:21:30.312653Z digest=sha256:bb0319d632ca5ff5a65d2dd724554fb2bdaa0acf424e5b84625092f51c9d221c

Observation 9f538e87-6841-4bd0-aea1-ff6907630f0f · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 67

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.314665Z digest=sha256:6b9e2f97b51a6f4313011c333ac247e4a0ffb9403dcf48bc67a032e6792dac72

Observation ec5193e7-aa28-452b-a2c5-159992ca820c · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 68

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source=pdf_text observed=2026-08-10T16:21:30.310615Z digest=sha256:f06f7e5d1d21d90e4e55a388a76ce55719ae1f54fd34598c0ee46dc1f4fd424e

Observation 6af8db8f-8f72-4443-9426-088b8d6dc103 · outbound

This paper cites An Automatic Graph Construction Framework based on Large Language Models for Recommendation.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation An Automatic Graph Construction Framework based on Large Language Models for Recommendation

Reference 69

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source=pdf_text observed=2026-08-10T16:21:30.322190Z digest=sha256:baa271866560b9abe9b829cfbea0049d093e6d38e8774da335970fc3aeb3ddf1

Observation 8e04d862-768d-4c82-a500-515e1088f490 · outbound

This paper cites A Tutorial on Principal Component Analysis.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation A Tutorial on Principal Component Analysis

Reference 70

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source=pdf_text observed=2026-08-10T16:21:30.324991Z digest=sha256:d7a7d246ecc0882e0890536a4b8ae37e88f6f7729f499363207eeece973455dd

Observation bd379acf-c992-403c-91f5-64250962c87f · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 71

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unresolved
raw_fallback, observed 2026-08-10T16:21:31.187160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.327768Z digest=sha256:2e327dcf7bffd22d56ecac6a5a997e093b7185a939e70a3986f941a8e7689b8f

Observation 5b7e4213-7749-4c85-a5b1-80f03dbf6275 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 72

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unresolved
raw_fallback, observed 2026-08-10T16:21:31.194227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.319658Z digest=sha256:7c42e26666288589e256de2367be75d124add6058be3732fbe43e13e693b5f2b

Observation 69a188d9-2d3e-4aae-99fa-1e488f58242c · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 73

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unresolved
raw_fallback, observed 2026-08-10T16:21:31.179711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.333200Z digest=sha256:005e255a2f274c0a94f3000dcaebcf5ffacb8bad95cf7c830057580a106381b4

Observation afeda36f-b44d-4040-b0e2-e9874d294154 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation LLaMA: Open and Efficient Foundation Language Models

Reference 74

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source=pdf_text observed=2026-08-10T16:21:30.335787Z digest=sha256:fcf5495f51fa3accb20b2975cf177919c7b04bb4bbc25ca19a036ff72be6aadf

Observation b87fbdba-5ddf-4e3e-a794-e27b8193de16 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 75

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raw_fallback, observed 2026-08-10T16:21:31.172365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.338442Z digest=sha256:14b9e2c678775423ead2871875183f37941125e50631a84595d5fdb81cab5aea

Observation d85e2aca-45d0-4d11-8096-b65b6c726f67 · outbound

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

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Reference 76

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.330391Z digest=sha256:21b92eba079c19064c2d9fd72abb20876ecb23cf07fc2d4db1bff70ab81b7cf2

Observation 5bb41a77-4fb1-41ed-8aeb-9c1f83eff295 · outbound

This paper cites Zero-Shot Next-Item Recommendation using Large Pretrained Language Models.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Zero-Shot Next-Item Recommendation using Large Pretrained Language Models

Reference 77

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source=pdf_text observed=2026-08-10T16:21:30.343523Z digest=sha256:778b803e88f384fb992fe8e812f27576ac780e5e1569a3d3e987301a4f4e908d

Observation 84b66af4-6fd7-4a56-b506-bdde0c306ad8 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 78

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no resolver link, observed 2026-08-10T16:21:30.346116Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.346116Z digest=sha256:0f595f4cd7db2d6dd0372c13d6b3743838cfbc192f6728077054ea9782b9d2d8

Observation a33dca06-295e-44d7-b07d-9e041d1cd019 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 79

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raw_fallback, observed 2026-08-10T16:21:31.159046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.348421Z digest=sha256:dc4f368833f05882d94e41859450ef142dac831c856f1e3264ffb7525c075de6

Observation 26c5d9a3-11ee-4ce2-90fc-dc6e00e69fe1 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.341262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.341262Z digest=sha256:d1d6734a58a67a558829fd361bcf9ceb459bb3cde0cfd4417654dc34777d4084

Observation dc198b30-ffa5-4c27-9972-760eb7b6472f · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.353227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.353227Z digest=sha256:a59c7e5dc96aaf455522bdc7c2749a90472f025c19df5e28c095c1ec05e2f5ac

Observation 046c1fe5-f075-4b98-a881-1e63d3700b69 · outbound

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

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation RecMind: Large Language Model Powered Agent For Recommendation

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.355594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.355594Z digest=sha256:1186b46dae95297d3a9743afd8fe0539589871a3dd20db9bc7dd8475b7b071ea

Observation 9f71d1a8-7b00-472d-9b76-a7a09759304d · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.358394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.358394Z digest=sha256:f0bc79874292f7fbb9ae304f55afa3b94a7ecbdd1990aaa420c463ffaee03d44

Observation 2d3cb5cb-92f0-4940-a3ca-ac66ebe86045 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:21:31.150321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.350849Z digest=sha256:d562ff322d556cb3d05091c72f4bf1a9d6bb182f80ddeab7774b240f4c1d1ba5

Observation 20042104-8e1a-4ae5-866b-919af43de346 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:21:31.123977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.363328Z digest=sha256:75cecc438d84149876ff20024adb4f6611eb4130a8ea2c7d6c2bfdba2b64a8a7

Observation e2789449-ca34-4b64-800b-471e0ed5ee17 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:21:31.115968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.368148Z digest=sha256:d67094c019ef59715542b40724bfe2ec192fd5a64bbf6e6402cac3b22a61f1d6

Observation ca6bf01c-9aef-45d8-813d-677d928766b5 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:21:31.108474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.370291Z digest=sha256:f363fe9b138170f8f5214247355ae824d18f45965ece58052a3a0783a2bd2787

Observation 301447f1-6efa-4a65-be42-71ed475d75b6 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:21:31.131930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.361028Z digest=sha256:651fff615f7633ab4da35347a5be48c18e6f275d7ec54189364d94f43d3b36d6

Observation e93939ac-01e7-43e8-b46b-1784feb74e6f · outbound

This paper cites Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Where to Go Next for Recommender Systems? ID- vs. Modality-based Recommender Models Revisited

Reference 89

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:21:30.564796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.374609Z digest=sha256:b7ff93d502b5398d2e83cc25e42b96b8aef33a7049001906497eec1d55b7b80a

Observation 1d1a3e24-ce56-441a-94e1-75c3e31bdbff · outbound

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

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.365820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.365820Z digest=sha256:8d2b31a597fb31f1b971bed7b16517711b262590f1b37903890f1bcf150a6fe2

Observation c9068626-caff-44c8-8eda-457416f478e7 · outbound

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

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.379188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.379188Z digest=sha256:bc2461ffd653f2bbe847605a56f8d11ca472f734dfb57a53c92c0f15c2027998

Observation 123c9547-2a04-4753-9d98-3a5d35f74970 · outbound

This paper cites LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.381367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.381367Z digest=sha256:1476f7b552c5dec3cfb8119971beabbf9c349ff8a34e1acc6621f95de1522566

Observation 14030311-a856-4676-a5e0-68649c36718c · outbound

This paper cites Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.372342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.372342Z digest=sha256:b3691a726336d4618549cdbd73a1f40baf9d39aca606ea73423e940a6231d0c9

Observation 16ed88b5-373e-4413-8391-c131eb4626e2 · outbound

This paper cites TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.386870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.386870Z digest=sha256:f2927ac56811d2cd1e6bf2df04892c16db002c6f99b3d53a9cd294bf2cf61bde

Observation 8f154138-585e-416c-b54d-76c891fdc4d4 · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.376925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.376925Z digest=sha256:003eb849da9d449b9eac806aaab5e24f2e1283833b1b1ce6831c05fddfc2a9e1

Observation ba94c4f5-d6e9-462e-8f17-7259bbf4fd5a · outbound

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

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.392783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.392783Z digest=sha256:0349d385422fb635104436ee55f4a686c23e9b2cf4d4f242c106e75a2973c22c

Observation 91f51e17-4904-467d-809b-0900901192ee · outbound

This paper cites Prompt Learning for News Recommendation.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Prompt Learning for News Recommendation

Reference 97

Resolution
verified exact
local_arxiv, observed 2026-08-10T16:21:30.453923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.395677Z digest=sha256:a5784056789f9cf84f77a38b16740ef7ce57b23ab38943c76995c5cce627b9e3

Observation 79341e8f-5f7d-4ae8-8c0c-3bace537c1fe · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:21:31.101018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.384240Z digest=sha256:b745e45ef14f4244234cdd803f9b9ac825631c0b55e1008201d4e8e2f8e6fe29

Observation 3cb8cb3d-8fd4-4d38-a652-494d184c168f · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:21:31.080831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.401283Z digest=sha256:434e80a9f70a3e46b282b9a1c90630db112ba2dcc2ed9af4870b2fec78be4ace

Observation 41c20f2c-137f-4cd5-a1de-d36be370ebfc · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-10T16:21:30.389874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:21:30.389874Z digest=sha256:831330a38e543ee6a2a2a157ee69d167135bfb2150dc9946257099b480b01ddb

Observation 63a8d657-0398-46a5-8c13-c2c72ae8378a · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 103

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:21:31.088078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.398535Z digest=sha256:0423f698ac022e299ba0615ef4fbcfbfda935f6a442c7baeab101e3b0594bacd

Observation ee53f1d1-8cb7-4854-8428-61c9d4bbc6de · outbound

This paper cites an unresolved cited work.

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Unresolved cited work

Reference 106

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:21:31.065778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T16:21:30.406060Z digest=sha256:4389b8ffff4285e67836104b3216c2b38d1552857f5d04a23ef5607e35dcad0e

Pith citing papers

No inbound Pith citation observations are available.