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05/23/2023
A Simple Method for Unsupervised Bilingual Lexicon Induction for Data-Imbalanced, Closely Related Language Pairs
Existing approaches for unsupervised bilingual lexicon induction (BLI) o...
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05/04/2023
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages
Multilingual language models have shown impressive cross-lingual transfe...
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03/03/2023
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOM
The NLP community recently saw the release of a new large open-access mu...
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12/20/2022
Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation
One of the major challenges of machine translation (MT) is ambiguity, wh...
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05/24/2022
MaskEval: Weighted MLM-Based Evaluation for Text Summarization and Simplification
In text summarization and simplification, system outputs must be evaluat...
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02/18/2022
From FreEM to D'AlemBERT: a Large Corpus and a Language Model for Early Modern French
Language models for historical states of language are becoming increasin...
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10/15/2021
Multitask Prompted Training Enables Zero-Shot Task Generalization
Large language models have recently been shown to attain reasonable zero...
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09/01/2021
Survey of Low-Resource Machine Translation
We present a survey covering the state of the art in low-resource machin...
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03/31/2021
Few-shot learning through contextual data augmentation
Machine translation (MT) models used in industries with constantly chang...
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04/30/2020
Explicit Representation of the Translation Space: Automatic Paraphrasing for Machine Translation Evaluation
Following previous work on automatic paraphrasing, we assess the feasibi...
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12/13/2019
Document Sub-structure in Neural Machine Translation
Current approaches to machine translation (MT) either translate sentence...
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07/12/2019
The University of Edinburgh's Submissions to the WMT19 News Translation Task
The University of Edinburgh participated in the WMT19 Shared Task on New...
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05/30/2019
DiaBLa: A Corpus of Bilingual Spontaneous Written Dialogues for Machine Translation
We present a new English-French test set for the evaluation of Machine T...
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11/01/2017