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Macduff Hughes

6 papers hereh-index 610.3k citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CL6

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedGoogle's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

5.7k citations · 5.8k across the 5 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.CL2018★ 13 cited

Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection

Wei Wang, Taro Watanabe, Macduff Hughes +2

Measuring domain relevance of data and identifying or selecting well-fit domain data for machine translation (MT) is a well-studied topic, but denoising is not yet. Denoising is co…

cs.CL2018★ 6 cited

The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation

Mia Xu Chen, Orhan Firat, Ankur Bapna +9

The past year has witnessed rapid advances in sequence-to-sequence (seq2seq) modeling for Machine Translation (MT). The classic RNN-based approaches to MT were first out-performed…

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