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05/24/2022
Principled Paraphrase Generation with Parallel Corpora
Round-trip Machine Translation (MT) is a popular choice for paraphrase g...
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09/08/2021
Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction
Relation extraction systems require large amounts of labeled examples wh...
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05/21/2021
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining
Existing models of multilingual sentence embeddings require large parall...
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12/31/2020
Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring
Recent research on cross-lingual word embeddings has been dominated by u...
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04/30/2020
A Call for More Rigor in Unsupervised Cross-lingual Learning
We review motivations, definition, approaches, and methodology for unsup...
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04/09/2020
Translation Artifacts in Cross-lingual Transfer Learning
Both human and machine translation play a central role in cross-lingual ...
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02/28/2020
Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation
Back-translation provides a simple yet effective approach to exploit mon...
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07/24/2019
Bilingual Lexicon Induction through Unsupervised Machine Translation
A recent research line has obtained strong results on bilingual lexicon ...
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06/12/2019
Analyzing the Limitations of Cross-lingual Word Embedding Mappings
Recent research in cross-lingual word embeddings has almost exclusively ...
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02/04/2019
An Effective Approach to Unsupervised Machine Translation
While machine translation has traditionally relied on large amounts of p...
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09/06/2018
Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation
Following the recent success of word embeddings, it has been argued that...
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09/04/2018
Unsupervised Statistical Machine Translation
While modern machine translation has relied on large parallel corpora, a...
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05/16/2018
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings
Recent work has managed to learn cross-lingual word embeddings without p...
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10/30/2017