Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:57:25.957440Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 1 inbound Pith citation observation for arXiv:2507.12295.
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 2026-08-06T16:57:25.957440Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T22:26:43.532286Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T22:34:02.129146Z
96 of 96 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bee66e43-cbd5-438f-84a2-5dc9637c90e6 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Anomaly detection: A survey
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d12aa845-0f7c-4b78-a409-05f6377c330e · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding An introduction to outlier analysis
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3af559d5-d8a2-4bc8-bfc4-9e3dcff8fecb · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding A unifying review of deep and shallow anomaly detection
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f5ea2ec-8441-49fc-b50e-9ef696b9165e · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Machine learning for medical diagnosis: history, state of the art and perspective
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e91c01c-6cf2-485f-aa23-83efff9573f6 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Artificial neural networks in medical diagnosis, 2013
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eeb46806-e384-4c0c-b33d-5bd3819b7eb1 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Deep learning and medical diagnosis: A review of literature
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa3fdbe4-6130-4d78-bcbb-b60699912232 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Improving the accuracy of medical diagnosis with causal machine learning
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c3b24bc-9d4f-49bd-977e-c6315502badf · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Network intrusion detection
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9f1e6b6-cfe2-4330-b37c-ff3e14aca509 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Intrusion detection by machine learning: A review
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 487a43de-7024-484d-ac8b-e2e3ab12bdf0 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Intrusion detection system: A comprehensive review
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dff1ff7b-1812-4698-af72-a74f1432ba89 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Survey of intrusion detection systems: techniques, datasets and challenges
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e174f242-6de2-4fc2-80c5-373bd8c8264c · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Statistical fraud detection: A review
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 819f4a71-cc29-40c9-9637-9469794fa461 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Fraud detection system: A survey
Reference 13
Source-reported events for the cited work
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Observation d719606a-da2a-4694-aeae-effdfd03e907 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Financial fraud detection using graph neural networks: A systematic review
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41656906-f6b7-45dc-a221-20fb67045032 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Model-based fault-detection and diagnosis--status and applications
Reference 15
Source-reported events for the cited work
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Observation bb0cf7cc-98ff-42d7-a547-d99880897d0f · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Autoencoder based high-dimensional data fault detection system
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69e34532-1472-4852-acde-331f45283e35 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c698b06a-8da9-44cb-877a-ba6de1d2a3a5 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Webb, Shirui Pan, Charu Aggarwal, and Mahsa Salehi
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc625daa-744c-4159-9bba-40bf1f8fee57 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Deep learning for medical anomaly detection – a survey
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04a91ffa-71ed-4874-aed6-1f534dbae4cd · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58ee280c-0cab-4063-a903-02e4060b8279 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Distributional structure
Reference 21
Source-reported events for the cited work
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Observation 6833f333-3d20-482f-a95a-2ff566a99e81 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding A statistical interpretation of term specificity and its application in retrieval
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3f402bc-0a39-4611-991f-02e9483b1a09 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding An information-theoretic perspective of tf--idf measures
Reference 23
Source-reported events for the cited work
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Observation d5683505-9d20-4a93-abd7-68f92613f5fa · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Latent dirichlet allocation
Reference 24
Source-reported events for the cited work
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Observation 819abcb8-ac40-4861-b8b7-b8c1bbfcdfc9 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Latent semantic analysis
Reference 25
Source-reported events for the cited work
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Observation 58340556-bd15-42f7-ae12-d98a398e99cb · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Efficient Estimation of Word Representations in Vector Space
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35c09ed5-d58a-4395-9cb0-b228656fb16a · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding G lo V e: Global vectors for word representation
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c9c9e96-4f38-4044-998c-95881e6f80cd · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Bag of Tricks for Efficient Text Classification
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a39fa22-dc2c-4bcf-adcb-93f29765dc04 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Deep contextualized word representations
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f8f34a5-14a9-40ec-b136-b58e1f97d350 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Bert: Pre-training of deep bidirectional transformers for language understanding
Reference 30
Source-reported events for the cited work
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Observation 5ae9fca4-cb62-4cb2-b074-8f40042b5637 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Improving language understanding by generative pre-training
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 703f796c-ab8e-406d-890d-c542e454e1b9 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding A Comprehensive Overview of Large Language Models
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c608625-9c8a-41f3-9271-98ced7e3a9ba · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding A review of current trends, techniques, and challenges in large language models (llms)
Reference 33
Source-reported events for the cited work
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Observation 0ca84021-129e-4b24-933b-cbe795de078a · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Support vector method for novelty detection
Reference 34
Source-reported events for the cited work
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Observation 994dd3b4-2c1a-4d2b-8c0d-152a89aae42a · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Lof: identifying density-based local outliers
Reference 35
Source-reported events for the cited work
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Observation bf3c4380-b24f-4220-852e-1e2a909c2a6f · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Isolation forest
Reference 36
Source-reported events for the cited work
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Observation 4e59b255-f20c-4b33-9945-f49cb75186b0 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Deep one-class classification
Reference 37
Source-reported events for the cited work
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Observation 821497b9-7daf-4894-930e-cdb592e032cb · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Dense projection for anomaly detection
Reference 38
Source-reported events for the cited work
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Observation b022fbab-b989-4f5e-945d-49598750fa5e · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Self-attentive, multi-context one-class classification for unsupervised anomaly detection on text
Reference 39
Source-reported events for the cited work
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Observation 2376f9d2-74a7-47e2-912e-ecf1caca9900 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding DATE: Detecting Anomalies in Text via Self-Supervision of Transformers
Reference 40
Source-reported events for the cited work
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Observation f06ec890-2099-46a4-a35c-8d8dcefc01b4 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Nlp-adbench: Nlp anomaly detection benchmark
Reference 41
Source-reported events for the cited work
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Observation 62999b7d-60c7-407a-960c-e0dabdd58650 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding TAD-Bench: A Comprehensive Benchmark for Embedding-Based Text Anomaly Detection
Reference 42
Source-reported events for the cited work
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Observation c0370ce4-2a37-488f-9a42-6912afd1c600 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Image anomaly detection with generative adversarial networks
Reference 43
Source-reported events for the cited work
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Observation a5da1619-e946-4a80-859c-5b9367dbda5f · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Neural transformation learning for deep anomaly detection beyond images
Reference 44
Source-reported events for the cited work
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Observation 4f30a482-a344-4486-bbc7-9738df59a312 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Unsupervised anomaly detection using inverse generative adversarial networks
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 90da4b69-4368-4f6e-8ec2-89a2d7e72fc3 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Auto UAD : Hyper-parameter optimization for unsupervised anomaly detection
Reference 46
Source-reported events for the cited work
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Observation 969650bc-4344-4193-a98b-088e678169ae · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Deep learning for anomaly detection: A review
Reference 47
Source-reported events for the cited work
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Observation f8c3bd50-8740-4a9e-bef1-9f0a1f0a7fbb · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Ecod: Unsupervised outlier detection using empirical cumulative distribution functions
Reference 48
Source-reported events for the cited work
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Observation c61faf1e-6c8a-4a93-a2c6-fe5ae9897cac · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Efficient algorithms for mining outliers from large data sets
Reference 49
Source-reported events for the cited work
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Observation 114dc11e-31f5-4254-b97a-68dcf34018da · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Unsupervised anomaly detection with generative adversarial networks to guide marker discovery
Reference 50
Source-reported events for the cited work
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Observation 77693667-6d02-409d-bcd3-cc47a024d05f · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Deep autoencoding gaussian mixture model for unsupervised anomaly detection
Reference 51
Source-reported events for the cited work
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Observation 40fc8e70-7c23-4470-9d49-b0a6378b035f · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Deep anomaly detection with deviation networks
Reference 52
Source-reported events for the cited work
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Observation d67a77b5-087b-4f63-88e1-ad16038e6e81 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Ocgan: One-class novelty detection using gans with constrained latent representations
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1d801653-c247-400f-be84-eb8da298d3a1 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Drocc: Deep robust one-class classification
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation db7e5971-e298-4f75-b026-1bef45bb83f4 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Perturbation learning based anomaly detection
Reference 55
Source-reported events for the cited work
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Observation 59acdfa8-c2ac-42e4-b89c-bfc282bac461 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Deep isolation forest for anomaly detection
Reference 56
Source-reported events for the cited work
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Observation 78dbb1eb-2554-4aea-92ce-834882f34997 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Drl: Decomposed representation learning for tabular anomaly detection
Reference 57
Source-reported events for the cited work
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Observation c722076d-317e-4b4a-a315-631903ec735e · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Reducing the dimensionality of data with neural networks
Reference 58
Source-reported events for the cited work
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Observation c127b977-aeb0-475a-a1e5-9b1f2a5216d2 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Deep Anomaly Detection with Outlier Exposure
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbbeb125-7e27-4231-8d27-13385c87c381 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Learning representations of ultrahigh-dimensional data for random distance-based outlier detection
Reference 60
Source-reported events for the cited work
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Observation 6f6d89a7-e57e-4eb6-9e55-db158f532ffa · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Ganomaly: Semi-supervised anomaly detection via adversarial training
Reference 61
Source-reported events for the cited work
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Observation 6cb9ef40-a5df-4cc4-8a6c-3ee6bd993a24 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding o rnitz, Alexander Binder, Emmanuel M \
Reference 62
Source-reported events for the cited work
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Observation 65cf0d39-8950-4e69-b0e0-c0b6052b9e38 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Feature encoding with autoencoders for weakly supervised anomaly detection
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 87091ac7-dc56-421f-be37-1e07c916a9d4 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Deep weakly-supervised anomaly detection
Reference 64
Source-reported events for the cited work
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Observation eb722897-96a7-4143-a722-1f088dae88dd · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Semi-supervised anomaly detection using restricted distribution transformation
Reference 65
Source-reported events for the cited work
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Observation b9a2e57e-b453-4eb2-9daa-c32221662e23 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Glove: Global vectors for word representation
Reference 66
Source-reported events for the cited work
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Observation 072daf9d-0453-4238-8a1d-ed2dca17001a · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Attention is all you need
Reference 67
Source-reported events for the cited work
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Observation 4ddc536b-abda-4163-aca8-cebacc2a6345 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Improving Text Embeddings with Large Language Models
Reference 68
Source-reported events for the cited work
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Observation 1e22b1de-5a12-42b0-a751-1a61a256b7b8 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
Reference 69
Source-reported events for the cited work
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Observation 7fd5c3ec-8f7d-4a7a-9167-9393c392606a · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Comparative analysis of anomaly detection algorithms in text data
Reference 70
Source-reported events for the cited work
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Observation 18f2c768-b188-4055-946f-5512f28158f6 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 71
Source-reported events for the cited work
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Observation 69c04240-4244-4f4e-a402-af5347647984 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Few-shot anomaly detection in text with deviation learning
Reference 72
Source-reported events for the cited work
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Observation 29b0d92e-6ea5-4689-9c3c-90d62d8c4628 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding A Robust Autoencoder Ensemble-Based Approach for Anomaly Detection in Text
Reference 73
Source-reported events for the cited work
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Observation 0186ca0b-c2df-4d7a-93bd-be7928d396e6 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Large Language Models for Forecasting and Anomaly Detection: A Systematic Literature Review
Reference 74
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 447a0081-33dd-4baf-849e-d7a896b3e386 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Ad-llm: Benchmarking large language models for anomaly detection
Reference 75
Source-reported events for the cited work
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Observation f70c1cff-4e9d-4726-a6c3-49081102c407 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Can LLMs Serve As Time Series Anomaly Detectors?
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e3e45c4-27d4-4189-aef7-252750d721e2 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Anomalygpt: Detecting industrial anomalies using large vision-language models
Reference 77
Source-reported events for the cited work
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Observation a0dcc87c-c7e5-46c8-9ee3-88d9667c5433 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Anomaly Detection of Tabular Data Using LLMs
Reference 78
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 731865f0-6b5b-4b97-9478-50fa676c7f8c · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Ad-nlp: A benchmark for anomaly detection in natural language processing
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8b3d3d81-0fa2-43f9-8fb3-bbb68a6627d1 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Newsweeder: Learning to filter netnews
Reference 80
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Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Unresolved cited work
Reference 81
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Observation 74177a8e-ffc9-46aa-bed2-c83d7739b2ea · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Maas, Raymond E
Reference 82
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Observation 3184ec35-1bf2-4bb5-815a-ad461f72a877 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Manning, Andrew Ng, and Christopher Potts
Reference 83
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Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Almeida, Jose Maria Gomez Hidalgo, and Akebo Yamakami
Reference 84
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Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Hdltex: Hierarchical deep learning for text classification
Reference 85
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Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Character-level convolutional networks for text classification
Reference 86
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Observation 95c3369c-7de2-4957-9e2c-f5d33464ff02 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 87
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Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Mistral 7B
Reference 88
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Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Llama 3 model card
Reference 89
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Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding LLM2V ec: Large language models are secretly powerful text encoders
Reference 90
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Observation 8413c772-9025-4200-98f1-ea6a9b1fff47 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding A novel anomaly detection scheme based on principal component classifier
Reference 91
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Observation b3508c65-9964-4bd6-ad62-a71627e96b83 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Robust kernel density estimation
Reference 92
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Observation 2d7ea464-b37c-4c49-93a7-4a1e5d4956ed · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
Reference 93
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Observation 7c5099e0-fc26-43b5-b8c3-a6a5ef18213e · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Exact matrix completion via convex optimization
Reference 94
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Observation e3f7fa5d-77e5-4a86-8f9f-65abd02682db · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Factor group-sparse regularization for efficient low-rank matrix recovery
Reference 95
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Observation d497b753-e3fb-4b4e-93f1-60e32f4a1690 · outbound
Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding Low-rank matrix completion [lecture notes]
Reference 96
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Observation 0c769014-55d9-4112-9994-3edb8c86e6fe · inbound
Rethinking Weak Supervision in Anomaly Detection: A Comprehensive Benchmark Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding
Reference 62
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