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08/07/2023
MedMine: Examining Pre-trained Language Models on Medication Mining
Automatic medication mining from clinical and biomedical text has become...
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07/31/2023
Predicting Perfect Quality Segments in MT Output with Fine-Tuned OpenAI LLM: Is it possible to capture editing distance patterns from historical data?
Translation Quality Estimation (TQE) is an important step before deployi...
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03/08/2023
Student's t-Distribution: On Measuring the Inter-Rater Reliability When the Observations are Scarce
In natural language processing (NLP) we always rely on human judgement a...
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01/08/2023
Topic Modelling of Swedish Newspaper Articles about Coronavirus: a Case Study using Latent Dirichlet Allocation Method
Topic Modelling (TM) is from the research branches of natural language u...
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11/09/2022
HilMeMe: A Human-in-the-Loop Machine Translation Evaluation Metric Looking into Multi-Word Expressions
With the fast development of Machine Translation (MT) systems, especiall...
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10/23/2022
On Cross-Domain Pre-Trained Language Models for Clinical Text Mining: How Do They Perform on Data-Constrained Fine-Tuning?
Pre-trained language models (PLMs) have been deployed in many natural la...
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10/12/2022
Using Massive Multilingual Pre-Trained Language Models Towards Real Zero-Shot Neural Machine Translation in Clinical Domain
Massively multilingual pre-trained language models (MMPLMs) are develope...
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09/15/2022
Examining Large Pre-Trained Language Models for Machine Translation: What You Don't Know About It
Pre-trained language models (PLMs) often take advantage of the monolingu...
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02/22/2022
An Overview on Machine Translation Evaluation
Since the 1950s, machine translation (MT) has become one of the importan...
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12/27/2021
HOPE: A Task-Oriented and Human-Centric Evaluation Framework Using Professional Post-Editing Towards More Effective MT Evaluation
Traditional automatic evaluation metrics for machine translation have be...
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11/15/2021
Measuring Uncertainty in Translation Quality Evaluation (TQE)
From both human translators (HT) and machine translation (MT) researcher...
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08/21/2021
CushLEPOR: Customised hLEPOR Metric Using LABSE Distilled Knowledge Model to Improve Agreement with Human Judgements
Human evaluation has always been expensive while researchers struggle to...
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05/05/2021
Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods
To facilitate effective translation modeling and translation studies, on...
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04/09/2021
Chinese Character Decomposition for Neural MT with Multi-Word Expressions
Chinese character decomposition has been used as a feature to enhance Ma...
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11/07/2020
AlphaMWE: Construction of Multilingual Parallel Corpora with MWE Annotations
In this work, we present the construction of multilingual parallel corpo...
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05/21/2020
MultiMWE: Building a Multi-lingual Multi-Word Expression (MWE) Parallel Corpora
Multi-word expressions (MWEs) are a hot topic in research in natural lan...
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05/03/2018