Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T18:26:56.446574Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 1 inbound Pith citation observation for arXiv:2502.00602.
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 2026-08-09T18:26:56.446574Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:34:43.970506Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T12:34:47.754484Z
64 of 64 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ddea3436-633f-4e0e-b2a6-df699d930684 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing A neural probabilistic language model
Reference 1
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Observation 078661a8-bfce-4497-950d-a85935eda788 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Pattern recognition and machine learning, volume 4
Reference 2
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Observation ba286dd8-5a3d-467a-bc63-c0a8ce602f07 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing On the Opportunities and Risks of Foundation Models
Reference 3
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Observation 81756c13-7e9c-40ed-bd22-e1085a7f593e · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Language models are few-shot learners
Reference 4
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Observation 29e9174a-e7ae-4a99-99e8-a35fa1d0e0b4 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Sparks of Artificial General Intelligence: Early experiments with GPT-4
Reference 5
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Observation f3eeec36-cf1f-4a5b-ae2f-b358c1d751f0 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation
Reference 6
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Observation 7ae62e6f-339a-4f62-94d4-4e52a7bcd39a · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Evaluating the ripple effects of knowledge editing in language models
Reference 7
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Observation 1464037b-690c-4166-b4d9-0b2bbea1218a · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Elements of information theory
Reference 8
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Observation a3bce83e-7c9f-4d1a-9f4e-0968102593df · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Knowledge Neurons in Pretrained Transformers
Reference 9
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Observation 84ceff7d-93fd-4436-9d34-709d63edfe5e · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Editing Factual Knowledge in Language Models
Reference 10
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Observation da02cd86-2722-4146-88f3-690889a32de8 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Calibrating Factual Knowledge in Pretrained Language Models
Reference 11
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Observation 73079c1e-86f0-41f8-b8c7-81342ca4022f · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing A Survey on In-context Learning
Reference 12
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Observation 7f8a3aab-b197-4cdd-931f-178b98ece498 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing The Llama 3 Herd of Models
Reference 13
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Observation cb2914bf-a048-4f64-87ac-d609bee73200 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection
Reference 14
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Observation 6655497d-0ecd-452c-b6fd-66c1fef5200d · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Aging with grace: Lifelong model editing with discrete key-value adaptors
Reference 15
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Observation fb92d708-92b7-4287-9518-96b09df24047 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Truncation Sampling as Language Model Desmoothing
Reference 16
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Observation 2204d177-fce7-443a-b638-7d6af2a8474d · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Long short-term memory
Reference 17
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Observation 5f4547cb-941a-4dbc-a830-c37a5db7b4a2 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen
Reference 18
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Observation 2b3f2b99-773d-4efa-bd06-94c05804d655 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Transformer-Patcher: One Mistake worth One Neuron
Reference 19
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Observation 4b2ee85d-a69d-42a5-b0ae-e3c27455eb83 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Survey of hallucination in natural language generation
Reference 20
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Observation 4b9ffcaa-33ef-41a6-88db-92a5551479ab · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Learning to Edit: Aligning LLMs with Knowledge Editing
Reference 21
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Observation ff2b0342-b4ae-4b42-8ede-1a26b2746cdc · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Understanding black-box predictions via influence functions
Reference 22
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Observation 288acc03-3efc-43fe-a696-161161195d9d · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Large language models are zero-shot reasoners
Reference 23
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Observation e3096a34-2940-4966-8719-5665c0c30af3 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Professor Forcing: A New Algorithm for Training Recurrent Networks
Reference 24
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Observation 3c0423eb-b3ae-4650-9025-d2c75da7f966 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation
Reference 25
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Observation 18a498a9-1b16-4f90-8455-48dbcefaecdb · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Reference 26
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Observation 291f52ab-e6df-46de-a3a3-c9871687ee6d · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Locating and editing factual associations in gpt
Reference 27
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Observation 64bae0d1-053e-4957-9f69-bcdd2271f538 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Mass-Editing Memory in a Transformer
Reference 28
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Observation aefd6953-e1e7-4aee-9947-c8ccff503e5c · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Fast Model Editing at Scale
Reference 29
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Observation ad76e627-7940-4aba-9845-9ca38931f369 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Memory-based model editing at scale
Reference 30
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Observation 3aec5a26-c1d7-4138-89b5-8bc7eb60ac79 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing When does label smoothing help? Advances in neural information processing systems, 32, 2019
Reference 31
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Observation f9d0b7c9-78d6-4610-9c6e-2a69649b669f · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Training language models to follow instructions with human feedback
Reference 32
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Observation f2878f8a-c7a3-423e-866a-899e9e9d7c51 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Language models are unsupervised multitask learners
Reference 33
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Observation 7f8155a4-cc06-493f-bcf4-6ec5dfc957a1 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Direct preference optimization: Your language model is secretly a reward model
Reference 34
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Observation a93c5575-3a6e-4c6b-81c6-b1832fe3b571 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Exploring the limits of transfer learning with a unified text-to-text transformer
Reference 35
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Observation ffda8ba5-100f-4c9d-ae08-1b83f1ac6123 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Knowledge Editing in Language Models via Adapted Direct Preference Optimization
Reference 36
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Observation c86e1b7e-70b0-44c1-84e5-5b4aa4ce6073 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Do Massively Pretrained Language Models Make Better Storytellers?
Reference 37
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Observation a31c7010-11aa-4f31-af75-1e33f3c6f5dc · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Sequence to Sequence Learning with Neural Networks
Reference 38
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Observation 44abd8b6-acdd-4147-8261-12f0214518f9 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Rethinking the inception architecture for computer vision
Reference 39
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Observation 72ffb4d0-3558-4913-bfb7-165291b11dda · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Top-$n\sigma$: Not All Logits Are You Need
Reference 40
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Observation 7ef1a219-a826-41f6-b39f-721b7b634f61 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 41
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Observation f088568f-0dda-40dc-b9a6-a38ca9946bba · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Attention is all you need
Reference 42
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Observation 3dd24a00-f392-4c90-a37f-a66f048efb4d · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Beyond reverse KL : Generalizing direct preference optimization with diverse divergence constraints
Reference 43
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Observation d3673c36-b155-43a3-a7ac-b846dc343f53 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Making Large Language Models Better Reasoners with Alignment
Reference 44
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Observation dbdbd37d-a875-4f37-8fdf-149b2572d569 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
Reference 45
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Observation b9d15102-87f5-49f6-8f4c-1e81953a15ec · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
Reference 46
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Observation b63fbf01-e451-4302-a1ec-6ce0cd311446 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Knowledge Editing for Large Language Models: A Survey
Reference 47
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Observation 035aec74-33e3-4e82-a1e8-d60a72466475 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing DeepEdit: Knowledge Editing as Decoding with Constraints
Reference 48
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Observation fc2dde73-c9f1-4776-ae94-ac73ede65bdb · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Chain-of-thought prompting elicits reasoning in large language models
Reference 49
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Observation 1a4c97d8-9de6-4984-8dca-5f243266f245 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Stable Knowledge Editing in Large Language Models
Reference 50
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Observation 97747534-0bae-46b2-a44d-5a944e427d08 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing DocTER: Evaluating Document-based Knowledge Editing
Reference 51
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Observation 3a4b1975-099b-403f-b3f6-dd201f5da4e3 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing On early stopping in gradient descent learning
Reference 52
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Observation 8e49f47a-7002-4faf-a188-9d5c1d5acbde · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Editing Large Language Models: Problems, Methods, and Opportunities
Reference 53
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Observation 22b9ae43-f800-4f61-9592-6b9c930a038f · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Melo: Enhancing model editing with neuron-indexed dynamic lora
Reference 54
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Observation 88f435bb-d08e-4a64-9aa3-4da4f8ea247b · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Uncovering Overfitting in Large Language Model Editing
Reference 55
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Observation f0bb1929-c95e-4343-9de2-610b5fcc3995 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing InstructEdit: Instruction-based Knowledge Editing for Large Language Models
Reference 56
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Observation 1fd3d8df-cf8b-4622-860b-5ea3e2833cb3 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing A Comprehensive Study of Knowledge Editing for Large Language Models
Reference 57
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Observation 964594c3-526f-4090-af0e-fb11b1b9a7f9 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning
Reference 58
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Observation c4bba2d9-b4be-4a33-b465-fed4a0a72dae · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Self-distillation as instance-specific label smoothing
Reference 59
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Observation 1055e602-e0a2-4bf2-8cfc-7c7be6c127af · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Can We Edit Factual Knowledge by In-Context Learning?
Reference 60
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Observation 162c339c-90f4-4f6c-ac81-d3c296bdec1c · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions
Reference 61
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Observation 5ed2808a-0148-4403-8ec7-d1902e08bdad · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT
Reference 62
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Observation dd1a85f2-4549-4dce-a928-a0a64c61519f · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing Modifying Memories in Transformer Models
Reference 63
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Observation 2a16fbfe-5d10-4b3e-a65e-4f9785d50112 · outbound
Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing write newline
Reference 64
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Observation 496d7cfd-03fe-4e65-9dff-11f962fc3063 · inbound
ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing
Reference 32
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