Paper Citation Record · LEDGER

8-bit Optimizers via Block-wise Quantization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 44 inbound Pith citation observations for arXiv:2110.02861.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2110.02861 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 44 of 44 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:01:09.214424Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ddd28ee3-33c2-46e9-9363-080b227bd50a · inbound

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? cites this paper.

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? 8-bit Optimizers via Block-wise Quantization

Reference 167

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T09:51:46.844616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 80ea1a75-f208-4640-a79c-4e6dd5496c74 · inbound

GWT: Scalable Optimizer State Compression for Large Language Model Training cites this paper.

GWT: Scalable Optimizer State Compression for Large Language Model Training 8-bit Optimizers via Block-wise Quantization

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-23T05:57:36.672293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 10c0fdfc-4e48-4586-bc29-41a1ab6ee0f0 · inbound

Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models cites this paper.

Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models 8-bit Optimizers via Block-wise Quantization

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-23T04:37:32.089763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b6f0a2ef-2891-483c-8653-7110ecacb8e6 · inbound

SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation cites this paper.

SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation 8-bit Optimizers via Block-wise Quantization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T19:01:09.214424Z

Source-reported events for the cited work

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Observation e64fa1bc-0016-42d3-8344-8e797838f702 · inbound

Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis cites this paper.

Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis 8-bit Optimizers via Block-wise Quantization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:37.149873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d85fe88-6af5-4a02-a9ad-a0323c9912d8 · inbound

Comparative Evaluation of Prompting and Fine-Tuning for Applying Large Language Models to Grid-Structured Geospatial Data cites this paper.

Comparative Evaluation of Prompting and Fine-Tuning for Applying Large Language Models to Grid-Structured Geospatial Data 8-bit Optimizers via Block-wise Quantization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:16:00.585372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f320d63e-c91c-46e4-9a45-535ee198c85f · inbound

Subspace Networks: Scaling Decentralized Training with Communication-Efficient Model Parallelism cites this paper.

Subspace Networks: Scaling Decentralized Training with Communication-Efficient Model Parallelism 8-bit Optimizers via Block-wise Quantization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:55:13.250462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46ab0f85-5288-406a-9555-ca4a273f1bd3 · inbound

A MISMATCHED Benchmark for Scientific Natural Language Inference cites this paper.

A MISMATCHED Benchmark for Scientific Natural Language Inference 8-bit Optimizers via Block-wise Quantization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:42:23.400254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f082671f-8362-49d4-9d86-5122c2bd84f8 · inbound

Slimming Down LLMs Without Losing Their Minds cites this paper.

Slimming Down LLMs Without Losing Their Minds 8-bit Optimizers via Block-wise Quantization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:19:41.968247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37add5ea-1f3f-4a0b-8e0b-d16bbe160b7b · inbound

Low-rank Momentum Factorization for Memory Efficient Training cites this paper.

Low-rank Momentum Factorization for Memory Efficient Training 8-bit Optimizers via Block-wise Quantization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T18:35:40.111493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c8cc62a-b52d-42d7-8929-54e27d22a9fa · inbound

Is Quantization a Deal-breaker? Empirical Insights from Large Code Models cites this paper.

Is Quantization a Deal-breaker? Empirical Insights from Large Code Models 8-bit Optimizers via Block-wise Quantization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T17:56:21.261233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19effd8d-d214-47d5-95bf-bc6f0dd197a3 · inbound

Droplet3D: Commonsense Priors from Videos Facilitate 3D Generation cites this paper.

Droplet3D: Commonsense Priors from Videos Facilitate 3D Generation 8-bit Optimizers via Block-wise Quantization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:34.440764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebfa13f1-ea5b-4b2e-b086-13096f9b453b · inbound

Quantized Large Language Models in Biomedical Natural Language Processing: Evaluation and Recommendation cites this paper.

Quantized Large Language Models in Biomedical Natural Language Processing: Evaluation and Recommendation 8-bit Optimizers via Block-wise Quantization

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:35.001738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1810150-1745-434f-8810-5bcf97bc4d58 · inbound

NeuronMLP: Efficient LLM Inference via Singular Value Decomposition Compression and Tiling on AWS Trainium cites this paper.

NeuronMLP: Efficient LLM Inference via Singular Value Decomposition Compression and Tiling on AWS Trainium 8-bit Optimizers via Block-wise Quantization

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T02:52:21.861968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ed4500e-3886-4ab4-98d1-7d5c1c067285 · inbound

Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches cites this paper.

Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches 8-bit Optimizers via Block-wise Quantization

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-25T07:25:29.063199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d63b4287-f6aa-4180-bd21-fae2a57d8e46 · inbound

Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches cites this paper.

Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches 8-bit Optimizers via Block-wise Quantization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T16:38:13.326091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f61e057b-ad46-4ba0-92f0-230c6f43287b · inbound

When Less is More: 8-bit Quantization Improves Continual Learning in Large Language Models cites this paper.

When Less is More: 8-bit Quantization Improves Continual Learning in Large Language Models 8-bit Optimizers via Block-wise Quantization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T14:52:19.865798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6566ab8f-907b-452e-8a8d-5848c03cdb55 · inbound

AdaFRUGAL: Adaptive Memory-Efficient Training with Dynamic Control cites this paper.

AdaFRUGAL: Adaptive Memory-Efficient Training with Dynamic Control 8-bit Optimizers via Block-wise Quantization

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T19:18:19.272518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 45df5dfe-cff6-47ea-8b13-d22114a12d93 · inbound

HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM Inference cites this paper.

HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM Inference 8-bit Optimizers via Block-wise Quantization

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T13:17:54.857068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bcd8a09d-2f6c-48b1-9b12-d1c0a94e7295 · inbound

Sustainability Is Not Linear: Quantifying Performance, Energy, and Privacy Trade-offs in On-Device Intelligence cites this paper.

Sustainability Is Not Linear: Quantifying Performance, Energy, and Privacy Trade-offs in On-Device Intelligence 8-bit Optimizers via Block-wise Quantization

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T09:29:56.963343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b35a8172-04e3-4064-94fa-f70c1bbedace · inbound

STQuant: Spatio-Temporal Adaptive Framework for Optimizer Quantization in Large Multimodal Model Training cites this paper.

STQuant: Spatio-Temporal Adaptive Framework for Optimizer Quantization in Large Multimodal Model Training 8-bit Optimizers via Block-wise Quantization

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:55:49.370629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d071ecff-fe92-4659-b28a-fbb1d5822426 · inbound

GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling cites this paper.

GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling 8-bit Optimizers via Block-wise Quantization

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:36:02.321113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6faadd91-7601-44f0-92b8-aad68f6d1ee2 · inbound

GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling cites this paper.

GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling 8-bit Optimizers via Block-wise Quantization

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T18:02:42.154497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c8c744a-9be6-4545-8a47-d364c764bd8c · inbound

Hybrid JIT-CUDA Graph Optimization for Low-Latency Large Language Model Inference cites this paper.

Hybrid JIT-CUDA Graph Optimization for Low-Latency Large Language Model Inference 8-bit Optimizers via Block-wise Quantization

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:41:14.307289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f4cdca61-a59f-4ba4-b976-b4889318014b · inbound

Cloud to Edge: Benchmarking LLM Inference On Hardware-Accelerated Single-Board Computers cites this paper.

Cloud to Edge: Benchmarking LLM Inference On Hardware-Accelerated Single-Board Computers 8-bit Optimizers via Block-wise Quantization

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:21:12.025263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bf3171ca-d31b-4492-843c-437b112ec8b7 · inbound

Cloud to Edge: Benchmarking LLM Inference On Hardware-Accelerated Single-Board Computers cites this paper.

Cloud to Edge: Benchmarking LLM Inference On Hardware-Accelerated Single-Board Computers 8-bit Optimizers via Block-wise Quantization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T05:34:06.504733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae91f5d5-1d90-4616-9f9c-86e39e8b2b4f · inbound

Salca: A Sparsity-Aware Hardware Accelerator for Efficient Long-Context Attention Decoding cites this paper.

Salca: A Sparsity-Aware Hardware Accelerator for Efficient Long-Context Attention Decoding 8-bit Optimizers via Block-wise Quantization

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:11:18.879146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 009929a1-0701-4642-b55f-4e2b9d833f13 · inbound

Maistros: A Greek Large Language Model Adapted Through Knowledge Distillation From Large Reasoning Models cites this paper.

Maistros: A Greek Large Language Model Adapted Through Knowledge Distillation From Large Reasoning Models 8-bit Optimizers via Block-wise Quantization

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:00:37.376768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6eccfed7-6512-4a67-81f8-5f484d422187 · inbound

Revealing Modular Gradient Noise Imbalance in LLMs: Calibrating Adam via Signal-to-Noise Ratio cites this paper.

Revealing Modular Gradient Noise Imbalance in LLMs: Calibrating Adam via Signal-to-Noise Ratio 8-bit Optimizers via Block-wise Quantization

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:41:05.506387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 45819efa-d7c1-4c4e-b210-3528816a4eb4 · inbound

Q-LocalAdam: Memory-Efficient Client-Side Adaptive Optimization for Edge Federated Learning cites this paper.

Q-LocalAdam: Memory-Efficient Client-Side Adaptive Optimization for Edge Federated Learning 8-bit Optimizers via Block-wise Quantization

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:13:21.230707Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4fcba71d-9a04-47dc-b5a5-b08b92e64a1c · inbound

Bounded-Compute Multimodal Regression for Product-Rating Prediction cites this paper.

Bounded-Compute Multimodal Regression for Product-Rating Prediction 8-bit Optimizers via Block-wise Quantization

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T18:03:48.009935Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7efc0b72-f121-45fc-96f7-7b3f49829d79 · inbound

GNMR: Runtime Stability Control for Low-Precision Large Language Model Training cites this paper.

GNMR: Runtime Stability Control for Low-Precision Large Language Model Training 8-bit Optimizers via Block-wise Quantization

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T19:42:36.064792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 73323cac-f7b3-4759-85c9-0fa8bc9595ce · inbound

TadA-Bench: A Million-Variant Benchmark for Future-Round Discovery Toward Agentic Protein Engineering cites this paper.

TadA-Bench: A Million-Variant Benchmark for Future-Round Discovery Toward Agentic Protein Engineering 8-bit Optimizers via Block-wise Quantization

Reference 109

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T20:12:37.861872Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 33ab8464-441b-4381-a4b9-634d871b16c5 · inbound

Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation cites this paper.

Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation 8-bit Optimizers via Block-wise Quantization

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:16:16.038824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 85af1874-7e65-4b84-a222-377e963a6480 · inbound

Gefen: Optimized Stochastic Optimizer cites this paper.

Gefen: Optimized Stochastic Optimizer 8-bit Optimizers via Block-wise Quantization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T18:00:57.430970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c95ffa89-222d-4498-8419-fc0785e05f02 · inbound

Zero-order Parameter-free Optimization for LMO-based Methods: Novel Approach for Efficient Fine-tuning cites this paper.

Zero-order Parameter-free Optimization for LMO-based Methods: Novel Approach for Efficient Fine-tuning 8-bit Optimizers via Block-wise Quantization

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T17:08:43.652628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a8f6dc79-f9db-49f2-b0a0-efad0d2b543e · inbound

MaineCoon: Pursuing A Real-Time Audio-Visual Social World Model cites this paper.

MaineCoon: Pursuing A Real-Time Audio-Visual Social World Model 8-bit Optimizers via Block-wise Quantization

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:48:55.723997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1329faa3-a8a5-4a9c-8cb6-774a33d77948 · inbound

P-MTP: Efficient Document Parsing via Multi-Token Prediction with Progressive Depth Scaling cites this paper.

P-MTP: Efficient Document Parsing via Multi-Token Prediction with Progressive Depth Scaling 8-bit Optimizers via Block-wise Quantization

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T16:39:58.543364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c8eb76c7-31e2-4905-8db5-7b2165347bce · inbound

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers cites this paper.

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers 8-bit Optimizers via Block-wise Quantization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T22:10:49.683444Z

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Unavailable: canonical work link unavailable.

Observation 0814f2e2-e831-447a-8c90-bd2e633f1f36 · inbound

Full-Stack FP4: Stable LLM Pretraining with Quantized Projections, Optimizers, and Attention cites this paper.

Full-Stack FP4: Stable LLM Pretraining with Quantized Projections, Optimizers, and Attention 8-bit Optimizers via Block-wise Quantization

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T19:17:59.044982Z

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Unavailable: canonical work link unavailable.

Observation aec9d49b-5138-48d3-979d-83f9af323cdb · inbound

RAGAL: A Frugal, Fully Local Retrieval-Augmented Assistant for Technical Support at a Government Agency cites this paper.

RAGAL: A Frugal, Fully Local Retrieval-Augmented Assistant for Technical Support at a Government Agency 8-bit Optimizers via Block-wise Quantization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T14:30:35.482308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dafb524-0f23-4066-8a28-05a8baa2d963 · inbound

Reasoning Before Translation: Enhancing Legal Machine Translation with Structured Reasoning cites this paper.

Reasoning Before Translation: Enhancing Legal Machine Translation with Structured Reasoning 8-bit Optimizers via Block-wise Quantization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T13:15:34.905327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de6d4400-f87c-4cdc-ac9f-1dfc53ca0cea · inbound

FBLayout: Optimizing Memory Layout for Efficient LLM Finetuning on Mobile GPUs cites this paper.

FBLayout: Optimizing Memory Layout for Efficient LLM Finetuning on Mobile GPUs 8-bit Optimizers via Block-wise Quantization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T08:23:07.462482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c39e27b-609a-4a3b-8538-d8b0576acda7 · inbound

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study cites this paper.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study 8-bit Optimizers via Block-wise Quantization

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-05T18:20:39.185565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.