Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T05:44:06.494957Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 1 inbound Pith citation observation for arXiv:2412.17242.
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 2026-08-11T05:44:06.494957Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T20:54:17.476783Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T20:54:17.666376Z
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7fd13e14-85b0-4338-bfa1-ee3ea8991d83 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Llm-detectaive: a tool for fine-grained machine-generated text detection, 2024
Reference 1
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Observation 2ef2e8fc-c086-4dd2-879d-1fed6a57af44 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Beemo: Benchmark of expert- edited machine-generated outputs, 2025
Reference 2
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Observation b352bf9d-c1f2-4976-9617-98bfdcc2408f · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Identifying Real or Fake Articles: Towards better Lan- guage Modeling
Reference 3
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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5a8d40b7-f93e-483c-981e-ba58e71d88f4 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Fast-detectgpt: Efficient zero- shot detection of machine-generated text via condi- tional probability curvature
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 46c01313-dc52-4668-ad99-b0b33fcdff19 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing A Closer Look at Few-shot Classification
Reference 5
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Observation 7c735ee4-bb15-4306-932d-7d42baf8e0d6 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Navigating the risks: A survey of security, privacy, and ethics threats in llm-based agents, 2024
Reference 6
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Observation 7e2995f8-c5c6-4eff-8f23-84db4c58333f · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation ffa0c9f0-a2c3-45aa-b779-9dfef82b794d · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing The Impact of Large Language Models in Academia: from Writing to Speaking
Reference 8
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Observation 3ae8d330-9487-4342-91ce-264f55b33f40 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection
Reference 9
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Unavailable: canonical work link unavailable.
Observation 61736edf-74a5-426b-b2c5-cd9616fd42c5 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Spotting LLMs with binoculars: Zero-shot detection of machine-generated text
Reference 10
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Observation fe857f12-52b9-481f-bebc-51cc7c8221d0 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing MGTBench: Benchmarking Machine-Generated Text Detection
Reference 11
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Observation cab8f642-b230-4822-bcb2-9ab90757fa09 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing RADAR: Robust AI-text detection via adversarial learning
Reference 12
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Observation ffc9774a-7b8e-4638-9cfe-6612cb61ec2a · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Automatic Detection of Gen- erated Text is Easiest when Humans are Fooled
Reference 13
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Observation eda9c27f-e473-4427-b8f2-45ca058c8b65 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Learning without for- getting
Reference 14
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Observation 443e4150-1a91-4944-bffb-4ed05bae6a42 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 15
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Observation 3e945895-7482-4563-a479-3e30ab6e8db7 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Class-incremental learning: survey and performance evaluation on image classification
Reference 16
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Observation dabb3cf5-89e2-432d-a99e-af29aac3ed07 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Large language models: A sur- vey, 2024
Reference 17
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Observation e03de575-859e-4063-a8e8-9a2c102b8e10 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing https://mistral.ai/
Reference 18
Source-reported events for the cited work
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Observation 7a2c7489-f126-4635-8f60-04a153fd0f0e · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
Reference 19
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Observation a27cd72a-890c-4a55-a30d-41d5db5f6eee · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing https://www.moonshot.cn
Reference 20
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Observation ef254f0f-4ca1-4400-a678-008f027803d5 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing https://chat.openai.com/chat
Reference 21
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Observation d3b51abf-35c2-4c9f-bb02-8d8cecf75f2e · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing GPT-4 Technical Report
Reference 22
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Observation 344a66f1-44a6-4c3b-bf1d-90f1347449c8 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Unresolved cited work
Reference 23
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Observation fbdca242-7e2c-45ce-a25c-9941498e72a3 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Class incremental learning for intent classification with lim- ited or no old data
Reference 24
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Observation a9729e00-cfdb-48ab-9568-3890028fbb20 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Language Mod- els are Unsupervised Multitask Learners
Reference 25
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Observation 75e34917-b7b8-400f-8092-b4090b75cc22 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing icarl: Incremental classifier and representation learning
Reference 26
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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e7b16d66-36bd-4941-9ce2-64cd92e19f9b · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 27
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Observation 6b678ff6-d0a9-43e3-85b7-6f522c61b2b1 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference
Reference 28
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Observation f0fc4175-8404-4421-9686-ef018c83cefe · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Reference 29
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Observation 7bf73da9-2406-45d6-b7a1-828551c9a1c8 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Unresolved cited work
Reference 30
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Observation 9393965f-d99e-4858-b251-b85162223187 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text
Reference 31
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Observation ee38c9bb-de0a-4b68-989e-f3466a629198 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Learning to compare: Relation network for few-shot learning
Reference 32
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Observation 91529732-e34b-4ee6-82ff-69aa7ce01b3c · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Towards reliable detection of llm-generated texts: A comprehensive evaluation framework with cu- drt, 2024
Reference 33
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Observation ad69ff71-6247-46e8-b56b-20c90b42b330 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 34
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Observation 053fe033-c9c4-4f87-8bb3-b38ca149a021 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Visu- alizing data using t-sne
Reference 35
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Observation 9989c03f-5502-4428-a0a9-2f23caf3312b · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection
Reference 36
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Observation 703bce94-a999-4f1c-997f-1cecb18dd416 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing HuggingFace's Transformers: State-of-the-art Natural Language Processing
Reference 37
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Observation ae806f21-49ed-4961-a7c9-ed4817b02477 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
Reference 38
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Observation 6f3f9760-e43b-4756-853b-c4cdfb897416 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Large scale incremental learning
Reference 39
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Observation 1541f1bb-1154-483b-a541-7e41c74e7323 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Unresolved cited work
Reference 40
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Observation 2a37950f-5532-4281-8ebd-7ed4368d4f23 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Free Lunch for Few-shot Learning: Distribution Calibration
Reference 41
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Observation 8765a60c-85cc-41a5-8ddb-01cb9d4d2cdd · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Jailbreak attacks and defenses against large language models: A survey,
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Observation e8151c59-b11e-4126-9618-bd11c5ed1bf6 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing A survey of large language models, 2024
Reference 43
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Observation c18ceeb0-4541-4a38-aecd-32feef747dcd · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need
Reference 44
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Observation d32370b8-84d5-499c-85d5-763220254f36 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Unresolved cited work
Reference 49
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Observation a06c18db-8535-4f60-b4bc-043632cfd417 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Unresolved cited work
Reference 50
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Observation 9fb32f80-a298-4019-ae48-58edd13ebb99 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Unresolved cited work
Reference 51
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Observation cbc09a51-1c02-494b-856f-ebffc1855261 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Unresolved cited work
Reference 52
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Observation 9bc222b2-dcdb-46fc-a8a9-5cd646a212a3 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Unresolved cited work
Reference 53
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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ec2ca506-6309-4d32-ad38-a1a02ba2d19a · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5a20360e-48eb-470b-b4fc-df278ea23ab2 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Avoid jargon and complex language that may confuse the reader
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7efb7f4c-d5ca-4423-81e3-7480b5c78ca3 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Do not deviate from the main subject
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 55da2979-512b-4309-8892-67f183bd7355 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing This includes statistics, facts, and theories
Reference 57
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Observation 3d4922bb-246c-4ed5-97dd-f72f6ba62492 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing ISBN,” “PMID,
Reference 58
Source-reported events for the cited work
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Observation 47a668da-badf-4619-b6df-3bfe421d6765 · outbound
On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing Specifically, since a small amount of old data is introduced in the training process of iCaRL and BiC, we adopt weighted cross entropy to avoid the side effects of data imbalance
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a4114ecb-ad60-4cce-97ea-fe5133b29a55 · inbound
Human-LLM Coevolution: Evidence from Academic Writing On the Generalization and Adaptation Ability of Machine-Generated Text Detectors in Academic Writing
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.