Paper Citation Record · LEDGER

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

As of 9 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2608.03480.

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

pith.paper-citation-record.v1
2608.03480 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:20:39.375780Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

verified exact1
verified fuzzy7
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 97364b2b-b26e-46c4-b974-b4b7bd519fa6 · outbound

This paper cites Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T18:20:37.938530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29ae035f-2092-420f-b852-fbd505e840ae · outbound

This paper cites What do compressed multilingual machine translation models forget? InFindings of the Association for Computational Linguistics: EMNLP 2022, pages 4308–4329,.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study What do compressed multilingual machine translation models forget? InFindings of the Association for Computational Linguistics: EMNLP 2022, pages 4308–4329,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:20:41.169994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac73077e-d57e-442f-88e4-cb3d4b0e45c5 · outbound

This paper cites Fully quantized transformer for machine translation.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Fully quantized transformer for machine translation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:20:40.971639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8996583b-8f6b-4fdf-869d-dee9dbf49a2b · outbound

This paper cites Namboodiri, and C.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Namboodiri, and C

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:20:40.633108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ee248a96-9780-4b07-b3fe-04d7b3b56d60 · outbound

This paper cites Reducing Transformer Depth on Demand with Structured Dropout.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Reducing Transformer Depth on Demand with Structured Dropout

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T18:20:38.521564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd4dba45-8a17-47a6-a165-99e40b3e926b · outbound

This paper cites Graphs whose all maximal induced forests are of the same order.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Graphs whose all maximal induced forests are of the same order

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T18:20:39.685019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4a1b33f0-62ad-4c7f-b3e0-de9fed0dd9ca · outbound

This paper cites Vocabulary Selection Strategies for Neural Machine Translation.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Vocabulary Selection Strategies for Neural Machine Translation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T18:20:38.893497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 075ba211-721a-4b6f-b67b-3adb985f9de8 · outbound

This paper cites An efficient multilingual language model compression through vocabulary trimming.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study An efficient multilingual language model compression through vocabulary trimming

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:20:40.472867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8206a861-0135-40dc-9ac0-a5311bca2b07 · outbound

This paper cites Statistical significance tests for machine translation evaluation.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Statistical significance tests for machine translation evaluation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:20:40.141520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 321460d8-e026-4d19-a1dd-2cf9afebb21d · outbound

This paper cites Farinha, and Alon Lavie.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Farinha, and Alon Lavie

Reference 2006

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:20:40.297938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

This paper cites 8-bit Optimizers via Block-wise Quantization.

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.

Observation a97d396a-3087-49df-874c-9b160374cf54 · outbound

This paper cites an unresolved cited work.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Unresolved cited work

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-05T18:20:38.766283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b39d40f7-ded8-44de-a982-647e546078d3 · outbound

This paper cites Multilingual Neural Machine Translation with Knowledge Distillation.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Multilingual Neural Machine Translation with Knowledge Distillation

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-05T18:20:38.815132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eebc7fec-d062-4d32-a64d-c63a52905ec5 · outbound

This paper cites Losing heads in the lottery: Pruning transformer attention in neural machine translation.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Losing heads in the lottery: Pruning transformer attention in neural machine translation

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:20:40.808531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 44525372-327a-437b-96ea-09ebbf06bdc1 · outbound

This paper cites Multilingual Translation with Extensible Multilingual Pretraining and Finetuning.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Multilingual Translation with Extensible Multilingual Pretraining and Finetuning

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-05T18:20:38.000570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c76c807-f57d-4194-9524-865890a500ce · outbound

This paper cites No Language Left Behind: Scaling Human-Centered Machine Translation.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study No Language Left Behind: Scaling Human-Centered Machine Translation

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-05T18:20:38.085241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97b875d9-a1e1-4741-a6be-7178baaee743 · outbound

This paper cites Q8BERT: Quantized 8Bit BERT.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Q8BERT: Quantized 8Bit BERT

Reference 2022

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:20:39.875799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 664a838e-741a-40a6-9139-db4c904d7d28 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Distilling the Knowledge in a Neural Network

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-05T18:20:38.691120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d8c9491-4f90-4329-8bc9-3b07fc60e7ce · outbound

This paper cites Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges.

Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-05T18:20:39.118873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.