Paper Citation Record · LEDGER

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation

As of 18 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2506.01910.

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

pith.paper-citation-record.v1
2506.01910 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:35:42.314674Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

49 of 49 outbound references displayed

verified exact0
verified fuzzy2
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2576e01-2c87-4d46-bb2b-74cdfa26cdcf · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:45.240679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4cf1b3bf-9a64-46b1-a54a-9558968649e3 · outbound

This paper cites PaLM 2 Technical Report.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation PaLM 2 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:38.407119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfe3ce8b-50f0-4057-ac14-46966b4cc64a · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:45.070230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 081c836d-b78f-4e26-b6e0-8f824549d42b · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:44.888798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5b38759f-9092-4c39-9dd2-52b894f2368c · outbound

This paper cites 2023.Unsloth.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation 2023.Unsloth

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:44.676554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ddd779ac-b847-4b7a-9822-0e142de5e96b · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:44.484551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ce6db450-858c-4e1f-89de-3a039e32ebc6 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:44.241745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation af063e1d-4d25-4187-94e9-4e2eb0cf154d · outbound

This paper cites Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:38.896100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7c9fb3f-d0e1-459b-9449-02595756f29f · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:38.958357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef91b453-b06f-4228-b313-010ffb131fa1 · outbound

This paper cites The Llama 3 Herd of Models.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.031925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68487232-9d6e-4c76-a706-d037da22e231 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.097822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1291e5c5-5cae-4239-b1e5-0656662d26ee · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.179274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85a42830-1196-4174-80d2-9e5f9342d1e9 · outbound

This paper cites ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.264592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e50711e-e18a-4f5c-b36f-eb5fa3809272 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.349627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e94472f2-37cc-4f8a-b366-774d3e7a8520 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:35:43.223078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1ff3dd32-b358-4f36-9d10-1912171acc17 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.492945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a661f55a-b46f-49e3-a10a-776edd9a03de · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Dense Passage Retrieval for Open-Domain Question Answering

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.582439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 981439f9-9fd9-46da-bc76-3fb4a2f5d1a4 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.664754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d3dd214-dcba-4485-905c-4333207bc4cf · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.733856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f31d90a-4667-47dd-a3e6-a4bc74a33b47 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.803989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e1729ba-ac6a-40c6-93a9-e42356ec9d2a · outbound

This paper cites GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.892041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9a8dfc4-4f77-4033-80d1-9770b455cfb2 · outbound

This paper cites E4SRec: An Elegant Effective Efficient Extensible Solution of Large Language Models for Sequential Recommendation.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation E4SRec: An Elegant Effective Efficient Extensible Solution of Large Language Models for Sequential Recommendation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:39.966619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b76f696d-d65f-407f-a4da-790a5ea58ac6 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:40.039597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c57ecf65-7df2-4b1a-9727-2abe20ea1516 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:40.110815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 636b93f3-5261-4967-a2fa-05bf7324e416 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:40.229405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03fcdc08-c5a9-4b9c-9db5-b70588a84a06 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:40.362064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f329698-ad9b-4b34-8bd4-69cb242626db · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:44.065598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2c56b033-0105-49c7-83c0-91fbbb704f3d · outbound

This paper cites Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning

Reference 28

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T11:35:42.743146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4499e5cd-136b-4547-858b-1d96c92337df · outbound

This paper cites Petrov and Craig Macdonald.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Petrov and Craig Macdonald

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:35:43.887471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9913e7b0-fd9b-4bca-a83b-39174362226b · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:40.673515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4410d11d-9233-49e1-953c-77a5d886143c · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:40.760922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29473420-25f4-47a6-8bb1-32b016c451ee · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:40.927832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ef0f8ef-6e69-4e30-adf9-36d6f148b67b · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:43.699734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 53c42fa3-8108-4897-bc19-a341a73043bb · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:41.080764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea4b0034-9d50-4cdf-8139-1a82b91245c8 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:41.169699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da581bd-fe42-425c-bfe5-c03b92cf2ff2 · outbound

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

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:41.353118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5173fcd0-f22d-4a33-8fb7-b1a8b1d2acd7 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:35:43.517517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9a932e91-d6fa-4cc7-8c8f-8f14ae2cffb3 · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:41.521444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51e25569-8490-4ec7-9f38-227b093dd6e9 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:41.622315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7ffc803-6142-4ace-976a-0a58cbc1c8cb · outbound

This paper cites Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:41.727767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f752cbcc-fe88-4f92-9080-2311fe83f026 · outbound

This paper cites LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:41.840623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a84daa52-e3d6-408c-a494-04741373a737 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:41.942161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a625c6ae-3773-4771-b84c-c55aa3babad9 · outbound

This paper cites Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:42.014916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ad5a68c-2076-477c-823d-f980a8762c52 · outbound

This paper cites Sheng, Jiajie Xu, Deqing Wang, Guanfeng Liu, and Xiaofang Zhou.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Sheng, Jiajie Xu, Deqing Wang, Guanfeng Liu, and Xiaofang Zhou

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:42.107225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dd0086b-69c9-46ff-bd60-95f2d3863715 · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:42.218420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20948b44-e595-4c1c-bfbe-7b89c46d5319 · outbound

This paper cites Beauty” (Beauty), “Toys and Games.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Beauty” (Beauty), “Toys and Games

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:42.314674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6a1bb28-4764-41f9-9c75-8cd46fb97c72 · outbound

This paper cites InProceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval(Santiago, Chile)(SIGIR ’15).

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation InProceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval(Santiago, Chile)(SIGIR ’15)

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:40.291813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3418fc48-531a-4598-87d0-2d482bc0ff9e · outbound

This paper cites InProceedings of the 28th ACM international conference on information and knowledge management.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation InProceedings of the 28th ACM international conference on information and knowledge management

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:41.256008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ee32745-1160-42ae-99c6-91f900746b9a · outbound

This paper cites an unresolved cited work.

GLoSS: Generative Language Models with Semantic Search for Sequential Recommendation Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:40.840987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.