Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T18:58:50.343255Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2412.07213.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T18:58:50.343255Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 029ee79c-4ee2-4554-8b53-e2d7742c9175 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model An anatomization of research paper recommender system: Overview, approaches and challenges
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 675a7d65-dce2-4766-a9ed-5f3f5c79a965 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Approximate data collection in sensor networks using probabilistic models
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0429bc8f-ee94-485d-a9dc-5ada42ca9ac0 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0124948b-bb1c-4cb2-b8e2-b10dade8f3bc · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 615d9594-530b-4c79-a43c-c7f1e5f9edac · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Scholarly paper recommendation via user’s recent research interests
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c135f807-855e-4589-aff3-a6af57f02711 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Research articles suggestion using topic modelling
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a03e51d5-ea81-4002-a85a-460ff088bd68 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Citation recommendation using semantic repre- sentation of cited papers’ relations and content.Expert systems with applications, 187:115826, 2022
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f86c45c7-b73b-4c7a-bab7-5ece3c8b786f · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Cares: a ranking-orientedcadalrecommendersystem
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 132af7b8-de70-4919-a24b-171db9cc10d3 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Collaborative filtering-based recommender system: Approaches and research challenges
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation db512fb8-fb4a-4f4c-bccd-38427f50cff1 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model A pagerank-based collabo- rative filtering recommendation approach in digital libraries
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 953359f8-8e5b-4a5f-839d-b45600762f65 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Trust-based recommendations for scien- tific papers based on the researcher’s current interest
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ec03f515-6c61-460c-b6b4-c434b707f5ac · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Learning multiple graphs for document recommendations
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 144476ba-f247-47d4-abf5-f1dc10c31973 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Publication venue recommendation based on paper’s title and co-authors network
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 183ffa59-0dfd-4164-bfe8-869f059e6fa0 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Personalized scientific paper recommendation based on heterogeneous graph representation.IEEE Access, 7:79887–79894, 2019
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4da9cb22-5252-4eba-9b3f-5128c09f1851 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8e8eb40-12ab-4ced-be4e-17018dcca870 · outbound
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 964ee78a-ac1a-45fd-bb46-b214c06eb761 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Palm: Scaling language modeling with pathways.Journal of Machine Learning Research, 24(240):1–113, 2023
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7cee057-aebe-43a0-a269-b3306eac0431 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model PaLM 2 Technical Report
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca87773b-15a8-42f6-bab3-08667bc1bdc6 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model LaMDA: Language Models for Dialog Applications
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b00a4aa-d746-47fa-b62c-2e58a04504a0 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b7226ab-7083-44b3-8d72-f092c9aac955 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model LLaMA: Open and Efficient Foundation Language Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a0d1d98-675e-4c9c-9d88-37b6506ac4d0 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Gpt-4 technical report.arXiv, pages 2303–08774, 2023
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation aafafefd-47b3-479b-a978-6bd7537b79b3 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model BloombergGPT: A Large Language Model for Finance
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f035e2a7-6554-4e0f-bfb7-c710ebc7c4f7 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26af0e74-886e-4313-ba61-2442fa603e7f · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Large language models encode clinical knowledge
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8ed91f8-9bfd-409c-8a0f-913534b80d36 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d7a5b9d-4441-412e-b4fe-b1d09a686f65 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Visconde: Multi-document qa with gpt-3 and neural reranking
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b8bee9ea-3cf9-42ab-9102-46a2e2dd46ae · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation baac534c-13e5-41a7-9733-4b777464a438 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Towards Zero-Shot and Few-Shot Table Question Answering using GPT-3
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bf302968-15a5-4646-8e1e-ee9d3f5456a1 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Discovering user preferences by using time entries in click-through data to improve search engine results
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c2e14fc6-5275-45b1-ada5-4a1c0291a1b9 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c65ba18-7a0d-4539-bf35-cec3928572ea · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Context preserving dynamic word cloud visualization
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 240f6cd3-b14f-489e-aead-869134e7a380 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Data Requirements for Evaluation of Personalization of Information Retrieval - A Position Paper
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 17a12cc9-d27b-477a-b6d8-d29d81990c42 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Database management as a service: Challenges and opportunities
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8a52e243-6e19-43aa-b630-8a9d35d5e027 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a96e87e-4cab-4725-ac6f-fa8c569c7061 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model McKenzie, Rodney Harries, and Timothy Bell
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation beedceff-992a-4642-b006-48581263754e · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Decision tree methods: applications for classification and prediction
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7b936a7d-6f33-41db-a562-3ed3e0057cda · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Gemma: Open Models Based on Gemini Research and Technology
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ee2c03f-616d-4b96-ad40-5fb07dd6eae7 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 32485fe0-d8bd-4e72-97cb-f441415c8c95 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Train- ing language models to follow instructions with human feedback
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0befb1cb-c92c-4207-8766-51788c334b19 · outbound
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3158d8ab-5f4b-4e95-918a-bd5531c937bd · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model User-based collaborative-filtering recom- mendation algorithms on hadoop
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d40ec03b-dd8f-4a37-b7eb-ab5c1d7197d4 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Item-based top-n recommendation algo- rithms
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 871fa26f-23f2-4afc-84b3-859090d26bcf · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Item popularity and recommendation accuracy
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4c3433a6-f200-45bf-8356-49efab3a2a2e · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model A hybrid recommendation approach for a tourism system.Expert systems with applications, 40(9):3532–3550, 2013
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ce73d491-72e5-4408-918b-1726c9e5423e · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model A new academic word list.TESOL quarterly, 34(2):213–238, 2000
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 71ec75ab-e98d-4dff-b638-1bc80105d318 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Framework for testing multi-threaded java programs.Concurrency and Com- putation: Practice and Experience, 15(3-5):485–499, 2003
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 28f02e34-af25-4140-8986-abb94d9a6df5 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5554e9c8-927a-4973-9efb-47fc714daea4 · outbound
IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model Making pointer-based data structures cache conscious.Computer, 33(12):67–74, 2000
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
No inbound Pith citation observations are available.