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09/13/2023
Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding
Hallucinations and off-target translation remain unsolved problems in ma...
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11/02/2022
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question
Existing metrics for evaluating the quality of automatically generated q...
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10/20/2022
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages
In recent years, multilingual machine translation models have achieved p...
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05/22/2022
What Do Compressed Multilingual Machine Translation Models Forget?
Recently, very large pre-trained models achieve state-of-the-art results...
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07/05/2021
The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task
We describe the DCU-EPFL submission to the IWPT 2021 Shared Task on Pars...
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04/15/2021
Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling
The goal of semantic role labelling (SRL) is to recognise the predicate-...
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03/29/2020
Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement
We propose the Recursive Non-autoregressive Graph-to-graph Transformer a...
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11/08/2019
Graph-to-Graph Transformer for Transition-based Dependency Parsing
Transition-based dependency parsing is a challenging task for conditioni...
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10/08/2019