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Paper Citation Record · LEDGER

ClawRec: A Claw-Native Recommender System

As of 22 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2607.23779.

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

pith.paper-citation-record.v1
2607.23779 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T12:48:33.088096Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

71 of 71 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved70
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a08a9f3b-4a8c-4a10-99f4-8b9533fa2a36 · outbound

This paper cites BPR: Bayesian personalized ranking from implicit feedback.

ClawRec: A Claw-Native Recommender System BPR: Bayesian personalized ranking from implicit feedback

Reference 1

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source=pdf_text observed=2026-07-30T12:48:32.811111Z digest=sha256:a3ec17400952142cdc7d55000469af5b15e4f539039609f3aae0af8813684440

Observation 37c2aac1-23e2-4c79-a9ea-78d3426325c4 · outbound

This paper cites Self-Attentive Sequential Recommendation.

ClawRec: A Claw-Native Recommender System Self-Attentive Sequential Recommendation

Reference 2

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source=pdf_text observed=2026-07-30T12:48:32.816292Z digest=sha256:7855a622504faa237dcfa0c86bce51c9347a0ef62db8bfb0e3e7a2d724e6e5b6

Observation f56a7afd-f468-462f-80cb-ec3b6972a2b2 · outbound

This paper cites BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer.

ClawRec: A Claw-Native Recommender System BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Reference 3

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source=pdf_text observed=2026-07-30T12:48:32.820876Z digest=sha256:23f56c6a73c395af39e516575211109afce8f7088c2c360030291e09c81c7f52

Observation 72f62a83-e274-4d17-937a-10b6fa8e6fcd · outbound

This paper cites Multi-behavior Recommendation with Graph Convolutional Networks.

ClawRec: A Claw-Native Recommender System Multi-behavior Recommendation with Graph Convolutional Networks

Reference 4

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source=pdf_text observed=2026-07-30T12:48:32.824973Z digest=sha256:9207bbc084276fbe31411fa61363ebb7d25a97a006129054cd6898b555d81c54

Observation c678ccff-61fa-483b-bc8b-28d44650a456 · outbound

This paper cites A Survey on Cross- domain Recommendation: Taxonomies, Methods, and Future Directions.ACM Transactions on Information Systems, 41(2):42:1–42:39, 2022.

ClawRec: A Claw-Native Recommender System A Survey on Cross- domain Recommendation: Taxonomies, Methods, and Future Directions.ACM Transactions on Information Systems, 41(2):42:1–42:39, 2022

Reference 5

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source=pdf_text observed=2026-07-30T12:48:32.829163Z digest=sha256:85a6e3d2c364a965f2bf1fc7ebc8706867457c1758c9941a55924a2515bd9001

Observation 87ddc7b9-f35a-4602-a607-d6c57ebf2696 · outbound

This paper cites STAN: Stage-Adaptive Network for Multi-Task Recommendation by Learning User Lifecycle-Based Representation.

ClawRec: A Claw-Native Recommender System STAN: Stage-Adaptive Network for Multi-Task Recommendation by Learning User Lifecycle-Based Representation

Reference 6

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-30T12:48:32.832767Z digest=sha256:b2874688aa81dd55b6079b8d6e84d92ba2336311004a15d1671c0a421e3f6c6f

Observation 9f8794b6-0e1f-4ea0-a57b-11e0032598d7 · outbound

This paper cites A survey on large language models for recommendation.World Wide Web, 27(5), 2024.

ClawRec: A Claw-Native Recommender System A survey on large language models for recommendation.World Wide Web, 27(5), 2024

Reference 7

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source=pdf_text observed=2026-07-30T12:48:32.836927Z digest=sha256:e6e1247ba34e6651b12448d0e1d100fe947bddfefbd805612a1b2df77d3eb6de

Observation 5e6f19dc-3c9a-4c7b-a328-5abb968b2d3a · outbound

This paper cites A Survey on LLM-powered Agents for Recommender Systems.

ClawRec: A Claw-Native Recommender System A Survey on LLM-powered Agents for Recommender Systems

Reference 8

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source=pdf_text observed=2026-07-30T12:48:32.840793Z digest=sha256:7052a1cd6560e8c4abd2e54432662c899e8f9b5a7053e28902feee98808d54ee

Observation 011d6a96-2efc-4ad3-a162-e9e97e4c205e · outbound

This paper cites OpenClaw: Personal ai assistant.

ClawRec: A Claw-Native Recommender System OpenClaw: Personal ai assistant

Reference 9

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source=pdf_text observed=2026-07-30T12:48:32.845006Z digest=sha256:2abf42e741a5acb5bc92097d57e83e8f4da39b9007c59ab6601a110fd04461c5

Observation c0929bfd-e511-4de4-9ebe-3bb9583cd8ab · outbound

This paper cites The use of MMR, diversity-based reranking for reordering documents and producing summaries.

ClawRec: A Claw-Native Recommender System The use of MMR, diversity-based reranking for reordering documents and producing summaries

Reference 10

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-30T12:48:32.852758Z digest=sha256:acb3bb274a60c4230e5c9c95bcc29d3f5fe9df81609f415251f5b1df6efa4493

Observation 8ad518dc-6e6c-4b8a-bf34-9ff5f9194e8e · outbound

This paper cites Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig.

ClawRec: A Claw-Native Recommender System Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig

Reference 11

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source=pdf_text observed=2026-07-30T12:48:32.856403Z digest=sha256:247beee6a485ca89b06d2fb727458920d91dc220d0758a0283453444c78aa4cb

Observation 703f3844-9094-4162-8141-c592ad73edbb · outbound

This paper cites MIND2WEB: Towards a generalist agent for the web.

ClawRec: A Claw-Native Recommender System MIND2WEB: Towards a generalist agent for the web

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T12:48:32.859980Z digest=sha256:d95d50a8a4b30f6cfcbb298bfe39a9051bdbd7dcf8b89f498e3eb78e859ec0e7

Observation 652b8335-a93d-43b7-a2cb-c7e01d12a285 · outbound

This paper cites OSWORLD: Benchmarking multimodal agents for open-ended tasks in real computer environments.

ClawRec: A Claw-Native Recommender System OSWORLD: Benchmarking multimodal agents for open-ended tasks in real computer environments

Reference 13

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source=pdf_text observed=2026-07-30T12:48:32.863260Z digest=sha256:5b96103567a1065ecc1d81bee020ab2ca8b7bbfe1922dd791dc4a81529566459

Observation 1e57afd4-6160-47cb-97ff-a96a6391f83f · outbound

This paper cites Large language models empowered personalized web agents.

ClawRec: A Claw-Native Recommender System Large language models empowered personalized web agents

Reference 14

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source=pdf_text observed=2026-07-30T12:48:32.866845Z digest=sha256:ab146ab729d3e321904d87f07fe9bc915841e97555cf22747081b2907ba58350

Observation 9e86e6a2-0d2c-4f27-aac5-909d61195454 · outbound

This paper cites Chrome DevTools MCP.

ClawRec: A Claw-Native Recommender System Chrome DevTools MCP

Reference 15

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source=pdf_text observed=2026-07-30T12:48:32.870445Z digest=sha256:b2e859070e814fb58dd29fe4a06a6df0338beb082a6840e78cc1e372354b53de

Observation 7a118758-6072-4ac0-b697-6685517422ac · outbound

This paper cites Automatic query expansion using SMART: TREC 3.

ClawRec: A Claw-Native Recommender System Automatic query expansion using SMART: TREC 3

Reference 16

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source=pdf_text observed=2026-07-30T12:48:32.874442Z digest=sha256:82e0d7b55854f1d3d69ef8c64ea216bf6fd1661e9d78deedaa1d6f2fe76535cb

Observation 25243412-bd22-4f0a-b219-c49f3cc383bc · outbound

This paper cites Robertson, S.

ClawRec: A Claw-Native Recommender System Robertson, S

Reference 17

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source=pdf_text observed=2026-07-30T12:48:32.878217Z digest=sha256:6e8cb437b66b906bbce706a622e1b3d8a46d9aef38c081cd494f30edebdbe201

Observation 2fc4d1dd-6be4-4723-a668-df5de340fc06 · outbound

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

ClawRec: A Claw-Native Recommender System Large Language Models are Zero-Shot Rankers for Recommender Systems

Reference 18

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source=pdf_text observed=2026-07-30T12:48:32.882006Z digest=sha256:3ce64aef5206e73b8eac917779cc9057f172fc753bedd56e0200c4fdb728faad

Observation b0058bae-6931-4581-96d6-69a46d2f9aa8 · outbound

This paper cites Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History.

ClawRec: A Claw-Native Recommender System Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History

Reference 19

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source=pdf_text observed=2026-07-30T12:48:32.886536Z digest=sha256:8166eec761c2ac10b2af268ace5f917f038a04ce0082b78b11b93abcb93eeb00

Observation 319a7119-5e95-4dd2-8f84-c3eca61e1226 · outbound

This paper cites Agentic Recommender System with Hierarchical Belief-State Memory.

ClawRec: A Claw-Native Recommender System Agentic Recommender System with Hierarchical Belief-State Memory

Reference 20

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source=pdf_text observed=2026-07-30T12:48:32.891013Z digest=sha256:01a4cf858071751631ab7d11d1f7f4377cec4fbe925fb92f551358c7181aa3a0

Observation 95e69990-5f42-4d49-a710-5a950eb9540a · outbound

This paper cites Cumulated gain-based evaluation of IR techniques.

ClawRec: A Claw-Native Recommender System Cumulated gain-based evaluation of IR techniques

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T12:48:32.895803Z digest=sha256:1c4874037e4c37afc9ea5b1bdee1a282913a944327c891543f8192342aa6fdba

Observation 9a2d8714-4574-4619-8341-abc1f5d947c8 · outbound

This paper cites Xing, Hao Zhang, Joseph E.

ClawRec: A Claw-Native Recommender System Xing, Hao Zhang, Joseph E

Reference 22

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source=pdf_text observed=2026-07-30T12:48:32.900181Z digest=sha256:ede4c475b6cea10cabb377ed5b290513db63f7917807a8e80788f5c1793a7827

Observation 43b2c015-e65f-4b67-af53-f85374254a79 · outbound

This paper cites G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment.

ClawRec: A Claw-Native Recommender System G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment

Reference 23

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source=pdf_text observed=2026-07-30T12:48:32.904273Z digest=sha256:aa053048d48d811249ebaa0829dfe1c9f87eccb1e89ffc88cc4a55337c49fee8

Observation 0a513d24-b0eb-4940-8438-aa2a25accb4c · outbound

This paper cites DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence.arXiv preprint arXiv:2606.19348, 2026.

ClawRec: A Claw-Native Recommender System DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence.arXiv preprint arXiv:2606.19348, 2026

Reference 24

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source=pdf_text observed=2026-07-30T12:48:32.907981Z digest=sha256:032de647308b04c2ae96574f30ce26fcfd719d1d9761e1415be24cf135b00fed

Observation d6dc97e3-d3ca-429e-b326-d2ea46a677ba · outbound

This paper cites GPT-5.5 system card.

ClawRec: A Claw-Native Recommender System GPT-5.5 system card

Reference 25

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source=pdf_text observed=2026-07-30T12:48:32.912172Z digest=sha256:1abcce7120fc58020180c7c3449ba51d57396bba44738e67bbd17bf933204698

Observation fc563b25-38e0-4e52-8a2a-0ad0709036c1 · outbound

This paper cites Can movies and books collaborate? cross-domain collaborative filtering for sparsity reduction.

ClawRec: A Claw-Native Recommender System Can movies and books collaborate? cross-domain collaborative filtering for sparsity reduction

Reference 26

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source=pdf_text observed=2026-07-30T12:48:32.920123Z digest=sha256:cd6086414c56bfe6b503c6bc16b32884666e3ebe4b047911c55cfe60936bc743

Observation db3680b8-e885-4c67-9e0d-06b448a3475a · outbound

This paper cites an unresolved cited work.

ClawRec: A Claw-Native Recommender System Unresolved cited work

Reference 27

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source=pdf_text observed=2026-07-30T12:48:32.916388Z digest=sha256:af2ea5c466f3f5cd8f019f2f02aaaf05627d0c27f986f3bfac5054330c2cb5cc

Observation 9f432f0c-a733-4526-a111-18a36b532235 · outbound

This paper cites Xiang, Nathan N.

ClawRec: A Claw-Native Recommender System Xiang, Nathan N

Reference 28

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source=pdf_text observed=2026-07-30T12:48:32.930949Z digest=sha256:21475e223874268916aa44238daece7ecb3361725d79a80fb54424e55cbe523a

Observation ec1fa4b9-1cf4-4730-a58c-9c88fc0703b8 · outbound

This paper cites A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems.

ClawRec: A Claw-Native Recommender System A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems

Reference 29

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source=pdf_text observed=2026-07-30T12:48:32.934913Z digest=sha256:032530ad9226752f0e31e373655b35053ba2b4dbba539ed203c945365dd09a28

Observation be616ab2-83b0-45a8-a5fb-232db5ed7ad9 · outbound

This paper cites Transfer learning for collaborative filtering via a rating-matrix generative model.

ClawRec: A Claw-Native Recommender System Transfer learning for collaborative filtering via a rating-matrix generative model

Reference 30

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source=pdf_text observed=2026-07-30T12:48:32.927046Z digest=sha256:7b8403957241e2bcc6f398e038d08c9b22a4b80fa9d6440d87094e2d9b729fd2

Observation aa947c82-cdc5-46a9-8262-f1c94ef2a3c1 · outbound

This paper cites A deep framework for cross-domain and cross-system recommendations.

ClawRec: A Claw-Native Recommender System A deep framework for cross-domain and cross-system recommendations

Reference 31

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source=pdf_text observed=2026-07-30T12:48:32.942164Z digest=sha256:c6a5bc767e6e57c058fdbc1b672445e19129fd08813ec1f3de52d14688434983

Observation 11c3d0b3-9368-4fbd-bf90-a2355c3fc83c · outbound

This paper cites CoNet: Collaborative Cross Networks for Cross- Domain Recommendation.

ClawRec: A Claw-Native Recommender System CoNet: Collaborative Cross Networks for Cross- Domain Recommendation

Reference 32

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source=pdf_text observed=2026-07-30T12:48:32.945827Z digest=sha256:49d69274d93c1cc606d3ca417ec610d81c377c90a5e7582fadc482921e7b8a36

Observation c5c08946-feb2-4962-b7e8-b9dc812b2f06 · outbound

This paper cites Cross-domain recommendation: An embedding and mapping approach.

ClawRec: A Claw-Native Recommender System Cross-domain recommendation: An embedding and mapping approach

Reference 33

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source=pdf_text observed=2026-07-30T12:48:32.938546Z digest=sha256:be4c5498abb77a46145230c33e8916a4ca2b68fa1c367338af7c2470f340f4df

Observation ba0e4f6f-47cb-4fb7-ab01-63bd8c16d8c1 · outbound

This paper cites CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network.

ClawRec: A Claw-Native Recommender System CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network

Reference 34

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source=pdf_text observed=2026-07-30T12:48:32.956436Z digest=sha256:4e216478800957d6f4fecb0fdebb53c7a9ba033d7df24f226c5928dd3634df37

Observation 0459303f-7e37-49b7-8915-9c7ed0f298eb · outbound

This paper cites LSTM networks for online cross-network recommen- dations.

ClawRec: A Claw-Native Recommender System LSTM networks for online cross-network recommen- dations

Reference 35

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source=pdf_text observed=2026-07-30T12:48:32.959860Z digest=sha256:345fb332524362d42f7fd67c4d71abd1f2ac7a9027f2f1e44db3c388a9c57978

Observation 639af9d1-88ff-4a3b-8848-a451c2b1dec7 · outbound

This paper cites One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction.

ClawRec: A Claw-Native Recommender System One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction

Reference 36

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source=pdf_text observed=2026-07-30T12:48:32.963319Z digest=sha256:6feeb4a6818ddb3b8936fc4a94f4d223029343bf43561404c9c3733a00baf4e4

Observation 777af128-7d85-4b66-aa21-06508d9a742d · outbound

This paper cites Personalized Transfer of User Preferences for Cross-domain Recommendation.

ClawRec: A Claw-Native Recommender System Personalized Transfer of User Preferences for Cross-domain Recommendation

Reference 37

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source=pdf_text observed=2026-07-30T12:48:32.952907Z digest=sha256:620712926941c8fdddf256eb9769986e24ef40dc24a8d9fec7abfd8d0beb262f

Observation c81c9b59-3875-4c4d-804b-4e3f14f2e73c · outbound

This paper cites Large Language Model Enhanced Recommender Systems: A Survey.

ClawRec: A Claw-Native Recommender System Large Language Model Enhanced Recommender Systems: A Survey

Reference 38

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source=pdf_text observed=2026-07-30T12:48:32.970408Z digest=sha256:06f88a0ea800bc9ae4a890eb895451bffe19491aecaebbdf66009577f22310d6

Observation 3b843e7f-7c67-41d7-8980-ccc892d38989 · outbound

This paper cites Recommendation as language processing (rlp): A unified pretrain, personalized prompt & predict paradigm (p5).

ClawRec: A Claw-Native Recommender System Recommendation as language processing (rlp): A unified pretrain, personalized prompt & predict paradigm (p5)

Reference 39

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source=pdf_text observed=2026-07-30T12:48:32.974954Z digest=sha256:0da5ce0b7284b722a0d6b7f398dad637f959c3926558fcd7a0a93a3b1eae5507

Observation 1a81cc80-af8f-4961-87ef-15d1604e1fa5 · outbound

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

ClawRec: A Claw-Native Recommender System Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

Reference 40

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source=pdf_text observed=2026-07-30T12:48:32.978969Z digest=sha256:b30ecfffe7acd6b67c93bbe35ed664fd25a9596c5ca76bd40faacb66d40cebdc

Observation 513f6089-92c6-4a9b-8e72-1d130ea3b561 · outbound

This paper cites MAMDR: A Model Agnostic Learning Framework for Multi-Domain Recommendation.

ClawRec: A Claw-Native Recommender System MAMDR: A Model Agnostic Learning Framework for Multi-Domain Recommendation

Reference 41

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source=pdf_text observed=2026-07-30T12:48:32.966928Z digest=sha256:e8fb59ea911c325eb49595729146737c36ab4b4f46b587d291273188c15156c0

Observation f00b5645-8ae0-4e6e-854f-f64ed4e601cf · outbound

This paper cites Towards open-world recommendation with knowledge augmentation from large language models.

ClawRec: A Claw-Native Recommender System Towards open-world recommendation with knowledge augmentation from large language models

Reference 42

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source=pdf_text observed=2026-07-30T12:48:32.986691Z digest=sha256:99e67a069825e9479082ee0e3a48d412a8a9603bbbd42fd39ab9bf06b8945f0d

Observation 908286fe-945d-4187-b702-b90b0dd20156 · outbound

This paper cites Adapting large language models by integrating collaborative semantics for recommen- dation.

ClawRec: A Claw-Native Recommender System Adapting large language models by integrating collaborative semantics for recommen- dation

Reference 43

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source=pdf_text observed=2026-07-30T12:48:32.990356Z digest=sha256:a88a46375bb7a05b90bbd0e49b56fa747bba1226252fa6aa152605362f337927

Observation bba7b215-7325-45e9-869d-1789efb24f5e · outbound

This paper cites Tallrec: An effective and efficient tuning framework to align large language model with recommendation.

ClawRec: A Claw-Native Recommender System Tallrec: An effective and efficient tuning framework to align large language model with recommendation

Reference 44

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source=pdf_text observed=2026-07-30T12:48:32.994375Z digest=sha256:84a4df4f44f6ba9c91826c4bbe89072743af32f37b80bc6de36cca71173759c7

Observation cc5149d0-5d6c-456a-9bdd-6fa14ee26d4f · outbound

This paper cites Recommendation as instruction following: A large language model empowered recommendation approach.ACM Transactions on Information Systems, 43(5):1–37, 2026.

ClawRec: A Claw-Native Recommender System Recommendation as instruction following: A large language model empowered recommendation approach.ACM Transactions on Information Systems, 43(5):1–37, 2026

Reference 45

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source=pdf_text observed=2026-07-30T12:48:32.982897Z digest=sha256:df1f4de238863c252e8e061b30de80d53f7cc6f7a8bccd30d95359813542f1dc

Observation ebbc6c2b-5c79-4463-bb4d-4e3f65b2ffbb · outbound

This paper cites Recommender systems meet large language model agents: A survey.Foundations and Trends® in Privacy and Security, 7(4):247–396, 2025.

ClawRec: A Claw-Native Recommender System Recommender systems meet large language model agents: A survey.Foundations and Trends® in Privacy and Security, 7(4):247–396, 2025

Reference 46

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source=pdf_text observed=2026-07-30T12:48:33.001677Z digest=sha256:ab33d180a21a84e95b8d95da9cf34e60030b54ea9d34df4c23b56d2d232714ae

Observation d490dbb9-4dae-4410-9657-70418104d8bf · outbound

This paper cites A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval.

ClawRec: A Claw-Native Recommender System A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval

Reference 47

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source=pdf_text observed=2026-07-30T12:48:33.005944Z digest=sha256:1e42837d14855a53a270f0654cacec617b96c92bd702b3ee4257144efaafd138

Observation bfa6004e-b475-4970-9a4c-2ad30199c82a · outbound

This paper cites Starec: An efficient agent framework for recommender systems via autonomous deliberate reasoning.

ClawRec: A Claw-Native Recommender System Starec: An efficient agent framework for recommender systems via autonomous deliberate reasoning

Reference 48

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source=pdf_text observed=2026-07-30T12:48:33.009537Z digest=sha256:41ee5139dd6801aa0a4e81c81be393fe7d14597d64cd5d53e86cdc77cb744695

Observation 32a42bd0-3981-4162-90b6-687fa002d82b · outbound

This paper cites On softmax direct preference optimization for recommendation.Advances in Neural Information Processing Systems, 37:27463–27489, 2024.

ClawRec: A Claw-Native Recommender System On softmax direct preference optimization for recommendation.Advances in Neural Information Processing Systems, 37:27463–27489, 2024

Reference 49

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source=pdf_text observed=2026-07-30T12:48:32.997891Z digest=sha256:8c0daeb2b6bd062c2bca78b20318aaddc33945563954b9cbff164ff231a0dcff

Observation 617b5de8-0fd4-4f08-a5eb-2ae39d9a1068 · outbound

This paper cites Mgfrec: Towards reinforced reasoning recommendation with multiple groundings and feedback.

ClawRec: A Claw-Native Recommender System Mgfrec: Towards reinforced reasoning recommendation with multiple groundings and feedback

Reference 50

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source=pdf_text observed=2026-07-30T12:48:33.016657Z digest=sha256:b7606f005c0fb2f6c5d3e082e6f2028f16552ec740321720beb07d3f34cabd01

Observation f869dc72-4069-441c-b748-c79f64effe65 · outbound

This paper cites Deep research for recommender systems.arXiv preprint arXiv:2603.07605, 2026.

ClawRec: A Claw-Native Recommender System Deep research for recommender systems.arXiv preprint arXiv:2603.07605, 2026

Reference 51

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source=pdf_text observed=2026-07-30T12:48:33.020020Z digest=sha256:77fffa43af4f382bd25528828a713af31fce4c6e44e84847f3a815c3fd5d66f5

Observation f8093be5-1489-4312-8367-a07e3b217b64 · outbound

This paper cites Agentcf: Collaborative learning with autonomous language agents for recommender systems.

ClawRec: A Claw-Native Recommender System Agentcf: Collaborative learning with autonomous language agents for recommender systems

Reference 52

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source=pdf_text observed=2026-07-30T12:48:33.023234Z digest=sha256:93aaa51ca9b8d4d7550743411ebd569c2804033b2a29f7bb6a2aaf94634d026e

Observation 42d6523c-f728-45a6-94cc-2b9691b72c73 · outbound

This paper cites an unresolved cited work.

ClawRec: A Claw-Native Recommender System Unresolved cited work

Reference 53

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source=pdf_text observed=2026-07-30T12:48:33.012935Z digest=sha256:d5755e30c2e89c0bd11f2f486bcef041d85b63fa75d7600e25b7c8669a7f8b3e

Observation 6b688861-94d6-4c44-ae94-0675b31224bd · outbound

This paper cites Multi-agent collaborative filtering: Orchestrating users and items for agentic recommendations.

ClawRec: A Claw-Native Recommender System Multi-agent collaborative filtering: Orchestrating users and items for agentic recommendations

Reference 54

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source=pdf_text observed=2026-07-30T12:48:33.029908Z digest=sha256:b7a7dfc293778a1ccd7d29839da5a17f2fcad2b05da59dcc40c60fcd2133bc47

Observation 0aed103b-a209-4db7-a328-77d5d5e796dc · outbound

This paper cites Webshop: Towards scalable real-world web interaction with grounded language agents.Advances in Neural Information Processing Systems, 35:20744–20757, 2022.

ClawRec: A Claw-Native Recommender System Webshop: Towards scalable real-world web interaction with grounded language agents.Advances in Neural Information Processing Systems, 35:20744–20757, 2022

Reference 55

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source=pdf_text observed=2026-07-30T12:48:33.033497Z digest=sha256:1254504f0fe8aa70fed31215cbe8516f810ae7e4a5a8948310b46c4114a73ef4

Observation 1732bf0b-bda7-4695-b64c-08f2b0b47cd6 · outbound

This paper cites Mind2web 2: Evaluating agentic search with agent-as-a-judge.Advances in Neural Information Processing Systems, 38, 2026.

ClawRec: A Claw-Native Recommender System Mind2web 2: Evaluating agentic search with agent-as-a-judge.Advances in Neural Information Processing Systems, 38, 2026

Reference 56

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source=pdf_text observed=2026-07-30T12:48:33.037270Z digest=sha256:2912af2eca50a0579e43e8b3d5fca9931a7776a3aa0f7c81aa581de3199fb279

Observation de0b5250-e34a-49cc-b1fa-dc64144adbb6 · outbound

This paper cites AgentCF++: Memory-enhanced LLM-based agents for popularity-aware cross-domain recommendations.

ClawRec: A Claw-Native Recommender System AgentCF++: Memory-enhanced LLM-based agents for popularity-aware cross-domain recommendations

Reference 57

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source=pdf_text observed=2026-07-30T12:48:33.026631Z digest=sha256:1fc8809d032a1f7c8896b74af3685ca13b25879deb51cfad900345d6ef0c2922

Observation 099c4bd3-da31-4aad-9dad-a9efb9f179c2 · outbound

This paper cites Webvoyager: Building an end-to-end web agent with large multimodal models.

ClawRec: A Claw-Native Recommender System Webvoyager: Building an end-to-end web agent with large multimodal models

Reference 58

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source=pdf_text observed=2026-07-30T12:48:33.044235Z digest=sha256:3b9c34bd332cf2a3aed6af63204e7d7c16fbe7a765ff8410d8aa5dd32bd0f3b5

Observation 8b12e265-39c4-4f2b-aefc-f56428705811 · outbound

This paper cites Memorybank: Enhancing large language models with long-term memory.

ClawRec: A Claw-Native Recommender System Memorybank: Enhancing large language models with long-term memory

Reference 59

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source=pdf_text observed=2026-07-30T12:48:33.047812Z digest=sha256:48c68430a15a41e584b55f1b50865d978c79da4e302cd2b27222a0db8d67e14f

Observation 12cc9444-74a4-4863-815c-5888ced82352 · outbound

This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.

ClawRec: A Claw-Native Recommender System LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

Reference 60

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source=pdf_text observed=2026-07-30T12:48:33.051060Z digest=sha256:8c1117520012ecfb11f4bda3856ecb06a07e4e6657de6d3abf0bc721710418f1

Observation c8b08d27-7ae4-4f58-86d9-0376c701bfe8 · outbound

This paper cites Weblinx: Real-world website navigation with multi-turn dialogue.arXiv preprint arXiv:2402.05930, 2024.

ClawRec: A Claw-Native Recommender System Weblinx: Real-world website navigation with multi-turn dialogue.arXiv preprint arXiv:2402.05930, 2024

Reference 61

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source=pdf_text observed=2026-07-30T12:48:33.040574Z digest=sha256:21020ebdc98b2c5113da0d7851123d4fe103f87cd8602033ca7e37d26d743885

Observation 5fefa0af-6411-43f2-af8a-6e6a19bb2901 · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

ClawRec: A Claw-Native Recommender System Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 62

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source=pdf_text observed=2026-07-30T12:48:33.058215Z digest=sha256:02657321fa0c77f47c84bb71fd6b10d31ce2322676b0f612444d580a2d72137f

Observation 5ae89e56-936f-4b8f-90b4-740054affed9 · outbound

This paper cites Lamp: When large language models meet personalization.

ClawRec: A Claw-Native Recommender System Lamp: When large language models meet personalization

Reference 63

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source=pdf_text observed=2026-07-30T12:48:33.071738Z digest=sha256:54f84151e52d4cf0d057ef789b791d547d5bce789e7288e0dfddc5e27807cd2a

Observation 5c6be624-4623-426a-99cb-ad68a40ad794 · outbound

This paper cites LongLaMP: A Benchmark for Personalized Long-form Text Generation.

ClawRec: A Claw-Native Recommender System LongLaMP: A Benchmark for Personalized Long-form Text Generation

Reference 64

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source=pdf_text observed=2026-07-30T12:48:33.077075Z digest=sha256:498fdf9684ad9c985064578c278cb26f6b04c02414e1040a8272c6cfb1b472b3

Observation 0c164bf3-e62f-4b46-8e1b-c2fe5e113774 · outbound

This paper cites A-mem: Agentic memory for llm agents.Advances in Neural Information Processing Systems, 38:17577– 17604, 2026.

ClawRec: A Claw-Native Recommender System A-mem: Agentic memory for llm agents.Advances in Neural Information Processing Systems, 38:17577– 17604, 2026

Reference 65

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source=pdf_text observed=2026-07-30T12:48:33.054694Z digest=sha256:db72726ffbc0baf3fd966143ae9b2ea2e35e5f307b3f82f6681a57c7bca3b9ea

Observation 2d7f0fa8-70ba-4b48-a4ff-b29b58dcfe7e · outbound

This paper cites Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs.

ClawRec: A Claw-Native Recommender System Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs

Reference 66

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source=pdf_text observed=2026-07-30T12:48:33.084477Z digest=sha256:e455d0d2a7043dbd7da45ad39dc2dec3264d5cf9c5f8f341d1597d7e025718b1

Observation 6fad9d2b-6974-4acf-9f45-8de9d6e82e48 · outbound

This paper cites Learning personalized agents from human feedback.arXiv preprint arXiv:2602.16173, 2026.

ClawRec: A Claw-Native Recommender System Learning personalized agents from human feedback.arXiv preprint arXiv:2602.16173, 2026

Reference 67

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source=pdf_text observed=2026-07-30T12:48:33.088096Z digest=sha256:5e0776738490bb0359c8fa5cda41aa1f1eb5cd108dc7d32c4c6546c69986d59b

Observation 5bce0a30-a523-4b1f-8027-d4cfbfbeba00 · outbound

This paper cites Apollonion: Profile-centric Dialog Agent.

ClawRec: A Claw-Native Recommender System Apollonion: Profile-centric Dialog Agent

Reference 69

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source=pdf_text observed=2026-07-30T12:48:33.080758Z digest=sha256:12b6d9f265747d8a4a19d590bbfcc0605d02f28a9a0e43541fef2234c3ea688d

Observation 99151e22-10a1-46ae-aa1e-c10aff41bbe9 · outbound

This paper cites an unresolved cited work.

ClawRec: A Claw-Native Recommender System Unresolved cited work

Reference 2009

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source=pdf_text observed=2026-07-30T12:48:32.923736Z digest=sha256:f3d63292382985617ff870aa25b4e09a7c8a10fa13f9adb6005b5573a6cb8847

Observation 939c0376-8cac-4135-89e8-f2511ebde626 · outbound

This paper cites an unresolved cited work.

ClawRec: A Claw-Native Recommender System Unresolved cited work

Reference 2018

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source=pdf_text observed=2026-07-30T12:48:32.949318Z digest=sha256:9c7caac798b7221af62ddc80677d5cc292f12fc1769415d9b455df7261ac4b79

Observation c3614171-1df6-45bc-b329-d81d7ba36465 · outbound

This paper cites Accessed: 2026-04-29.

ClawRec: A Claw-Native Recommender System Accessed: 2026-04-29

Reference 2026

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source=pdf_text observed=2026-07-30T12:48:32.848476Z digest=sha256:5440351f6317a4d900013623ae35bfe38f042dc303df58e58f435ddd3af11ffa

Pith citing papers

No inbound Pith citation observations are available.