Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T16:49:54.751347Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 17 inbound Pith citation observations for arXiv:2412.09764.
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 2026-08-11T16:49:54.751347Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T19:56:40.709328Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-09T12:46:14.687769Z
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2a3eb023-b44c-4ea8-839d-72aa1e3cb487 · outbound
Memory Layers at Scale write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adb2c361-1cee-46c2-84bb-42e64ea97fee · outbound
Memory Layers at Scale Program Synthesis with Large Language Models
Reference 2
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Observation 531483af-c6ab-4ac0-bc5c-08d50709253e · outbound
Memory Layers at Scale Neural Machine Translation by Jointly Learning to Align and Translate
Reference 3
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Unavailable: canonical work link unavailable.
Observation 6f894b6b-7aec-4bef-a0d8-59f027e1ba25 · outbound
Memory Layers at Scale PIQA: Reasoning about Physical Commonsense in Natural Language
Reference 4
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Unavailable: canonical work link unavailable.
Observation ef976e39-9b65-4a6f-b903-32fc1305a19b · outbound
Memory Layers at Scale Language Models are Few-Shot Learners
Reference 5
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Unavailable: canonical work link unavailable.
Observation ff8d2448-06c4-417a-9142-b143ecf06598 · outbound
Memory Layers at Scale Open-domain question answering
Reference 6
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Unavailable: canonical work link unavailable.
Observation 716ea335-e8c3-496d-a0f1-118580501f6e · outbound
Memory Layers at Scale Reading Wikipedia to Answer Open-Domain Questions
Reference 7
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Unavailable: canonical work link unavailable.
Observation 05d21a5b-c452-47ac-9051-80ff075bcade · outbound
Memory Layers at Scale Evaluating Large Language Models Trained on Code
Reference 8
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Observation fd0cf9bb-c2b0-44ea-97a0-007c3717d962 · outbound
Reference 9
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Unavailable: canonical work link unavailable.
Observation e1d98f02-8e13-4095-bf85-d3badd030940 · outbound
Memory Layers at Scale Unresolved cited work
Reference 10
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Observation 4153e1bc-ef37-4348-941f-636661813dc1 · outbound
Reference 11
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Unavailable: canonical work link unavailable.
Observation dd5a8adf-2b63-4e33-86d9-ee7543109bcd · outbound
Memory Layers at Scale Hybrid computing using a neural network with dynamic external memory
Reference 12
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Unavailable: canonical work link unavailable.
Observation 473ea390-6396-4a0d-b0b5-2137acf16cbb · outbound
Memory Layers at Scale REALM: Retrieval-Augmented Language Model Pre-Training
Reference 13
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Observation 382e92d6-fb07-4aed-aa86-e77381be2aed · outbound
Reference 14
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Unavailable: canonical work link unavailable.
Observation 4142308d-3601-4bb1-96f9-a6c9f19c74aa · outbound
Reference 15
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Unavailable: canonical work link unavailable.
Observation 9b96f134-7aca-4b63-b0b8-d9f18e6b7707 · outbound
Memory Layers at Scale Measuring Massive Multitask Language Understanding
Reference 16
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Unavailable: canonical work link unavailable.
Observation 5e45159d-77ea-4ccc-b173-ac1a95a66816 · outbound
Memory Layers at Scale Multilayer feedforward networks are universal approximators
Reference 17
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Unavailable: canonical work link unavailable.
Observation cddb954d-22e7-4b22-9fb9-94433cd9669f · outbound
Memory Layers at Scale Survey of hallucination in natural language generation
Reference 18
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Unavailable: canonical work link unavailable.
Observation 0d5231ed-2257-4e6a-a1e5-b3369b8bc69f · outbound
Reference 19
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Unavailable: canonical work link unavailable.
Observation 40eff1cf-cfec-40d6-8a16-7d24ffe33938 · outbound
Memory Layers at Scale Billion-scale similarity search with GPUs
Reference 20
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Unavailable: canonical work link unavailable.
Observation fee48aaf-a228-4a69-ba43-e1c03cfa5b7b · outbound
Memory Layers at Scale TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
Reference 21
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Unavailable: canonical work link unavailable.
Observation 838feed6-81d5-4ad9-ae13-f57b6b604677 · outbound
Memory Layers at Scale Scaling Laws for Neural Language Models
Reference 22
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Unavailable: canonical work link unavailable.
Observation ef02867a-441f-4790-8768-f7f68676f479 · outbound
Memory Layers at Scale Dense Passage Retrieval for Open-Domain Question Answering
Reference 23
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Unavailable: canonical work link unavailable.
Observation 57dff3b2-b629-4b5b-9fc8-511538dd3c37 · outbound
Memory Layers at Scale Generalization through Memorization: Nearest Neighbor Language Models
Reference 24
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Unavailable: canonical work link unavailable.
Observation 2a444b20-fdcc-4bfb-a030-afca5a9c67eb · outbound
Memory Layers at Scale Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov
Reference 25
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Unavailable: canonical work link unavailable.
Observation b2a2080b-3db1-4d6c-bf29-cf5102d0d924 · outbound
Memory Layers at Scale Large Memory Layers with Product Keys
Reference 26
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Observation abf90d65-4fa1-4ed8-836f-246d9fb1ba02 · outbound
Memory Layers at Scale Latent Retrieval for Weakly Supervised Open Domain Question Answering
Reference 27
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Unavailable: canonical work link unavailable.
Observation 9e1f3eb4-51fa-4685-881a-dbab67a7d417 · outbound
Memory Layers at Scale GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
Reference 28
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Unavailable: canonical work link unavailable.
Observation 25319b52-3a50-416a-9e70-5db663f6652b · outbound
Memory Layers at Scale Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Reference 29
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Unavailable: canonical work link unavailable.
Observation d1e7de66-343d-4cf5-959a-b01ee5d861b9 · outbound
Memory Layers at Scale Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Reference 30
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Observation 0e642f76-bb90-442a-81e5-77877a654a32 · outbound
Reference 31
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Unavailable: canonical work link unavailable.
Observation 04da0a76-7c8d-47bf-b61e-4fa9646afae3 · outbound
Memory Layers at Scale KILT: a Benchmark for Knowledge Intensive Language Tasks
Reference 32
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Unavailable: canonical work link unavailable.
Observation 31b5175b-9755-43fd-9c53-8285637b6543 · outbound
Memory Layers at Scale How Much Knowledge Can You Pack Into the Parameters of a Language Model?
Reference 33
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Observation fd6864ec-c709-4487-b89e-36acd8a66268 · outbound
Memory Layers at Scale Are Emergent Abilities of Large Language Models a Mirage?
Reference 34
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Unavailable: canonical work link unavailable.
Observation c39b6222-6b8c-4867-9ac9-cac6746dbeed · outbound
Memory Layers at Scale Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Reference 35
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Unavailable: canonical work link unavailable.
Observation 7194aed6-5dff-41a8-ab08-e1137e391585 · outbound
Memory Layers at Scale End-to-end memory networks
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7f255909-86f5-4813-86c5-4c36626633d7 · outbound
Memory Layers at Scale Chameleon: Mixed-Modal Early-Fusion Foundation Models
Reference 37
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Unavailable: canonical work link unavailable.
Observation 450455dd-06ea-42d7-b445-2668551d71c7 · outbound
Memory Layers at Scale Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 38
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Unavailable: canonical work link unavailable.
Observation c7bfb580-4a97-4fa3-8338-96f42c6394e0 · outbound
Memory Layers at Scale Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 39
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Observation 5bdaf2f9-beba-4e2a-9a8f-8d63af3d1f34 · outbound
Reference 40
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Unavailable: canonical work link unavailable.
Observation 006e381f-f000-4a32-9e75-5bba70abe133 · outbound
Memory Layers at Scale Emergent Abilities of Large Language Models
Reference 41
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Unavailable: canonical work link unavailable.
Observation 27f4ddd2-8ac4-4565-b6c2-c89b9fd0162d · outbound
Reference 42
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Unavailable: canonical work link unavailable.
Observation 01bc4761-4976-4d5d-b81f-8185e058769b · outbound
Memory Layers at Scale HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
Reference 43
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Unavailable: canonical work link unavailable.
Observation dca1bcd5-084a-422b-8deb-dfd7dd628647 · outbound
Memory Layers at Scale HellaSwag: Can a Machine Really Finish Your Sentence?
Reference 44
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Observation 629cc6e1-a39d-47ef-ac4a-78f4a3327ced · outbound
Memory Layers at Scale Mixture-of-Experts with Expert Choice Routing
Reference 45
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Observation 09a8d0a3-aef7-470e-8556-69f5a416f31b · inbound
ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing Memory Layers at Scale
Reference 4
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Unavailable: canonical work link unavailable.
Observation 17da46ac-9091-454c-be6d-c9f559710779 · inbound
Titans: Learning to Memorize at Test Time Memory Layers at Scale
Reference 10
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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 24b3b3aa-0530-47d8-bd9b-f803dedc0a43 · inbound
Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Memory Layers at Scale
Reference 7
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Observation bb5c5be0-96ea-4c15-9f30-786d5888cdaf · inbound
From Bytes to Ideas: Language Modeling with Autoregressive U-Nets Memory Layers at Scale
Reference 8
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Unavailable: canonical work link unavailable.
Observation 4b3655e1-a9bd-4695-b72f-48ff463a6ddf · inbound
Learning Facts at Scale with Active Reading Memory Layers at Scale
Reference 2019
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Observation e140f4af-107e-4240-a8c5-f9d63a2a6042 · inbound
Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures Memory Layers at Scale
Reference 9
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Unavailable: canonical work link unavailable.
Observation bf4eed67-8daf-4c43-8846-cac6c833c7be · inbound
UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning Memory Layers at Scale
Reference 2
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Unavailable: canonical work link unavailable.
Observation 0e8e3380-490d-4494-bb96-015b907499f7 · inbound
Back to Basics: Let Conversational Agents Remember with Just Retrieval and Generation Memory Layers at Scale
Reference 1
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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3bce37f9-ac6e-4752-afbf-cf9cecc7a6b9 · inbound
A Parametric Memory Head for Continual Generative Retrieval Memory Layers at Scale
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1f5e1ca7-395f-44b7-b4f8-4de4a0699aa3 · inbound
Sparse Memory Finetuning as a Low-Forgetting Alternative to LoRA and Full Finetuning Memory Layers at Scale
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2261a4d7-4e28-430e-8f14-a2dcd9a761d2 · inbound
Repeated Shared Access Enables Grokking, but Edit Propagation Depends on an Addressable Memory Memory Layers at Scale
Reference 23
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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation aee20ed8-a835-4d64-bd38-9ce99da4be54 · inbound
MMLA: How Memory Lets the Past Shape the Future Memory Layers at Scale
Reference 31
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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d0c6d221-4324-45ef-b6ea-af2e7b5f1a1c · inbound
MMLA: How Memory Lets the Past Shape the Future Memory Layers at Scale
Reference 31
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Unavailable: canonical work link unavailable.
Observation db58455a-e42c-47a6-ab81-a8cb8c86c722 · inbound
Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity Memory Layers at Scale
Reference 82
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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation af5af27d-ee1a-4a41-9fdf-cae88ddcec9e · inbound
Can a Language Model Learn Facts Continually in Its Weights? Memory Layers at Scale
Reference 3
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Observation 2e294914-58df-4a05-bdec-8198211f542f · inbound
More Than Memory: Task-Conditioned Signed FFN Writes in Long-Context Retrieval Memory Layers at Scale
Reference 22
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Unavailable: canonical work link unavailable.
Observation 434605c4-975c-4aee-81f8-030c3887a850 · inbound
MemSFT: Mitigating Alignment Tax with an External Parametric Memory Memory Layers at Scale
Reference 2025
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Unavailable: canonical work link unavailable.