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08/19/2023
Data-to-text Generation for Severely Under-Resourced Languages with GPT-3.5: A Bit of Help Needed from Google Translate
LLMs like GPT are great at tasks involving English which dominates in th...
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04/24/2023
PEFT-Ref: A Modular Reference Architecture and Typology for Parameter-Efficient Finetuning Techniques
Recent parameter-efficient finetuning (PEFT) techniques aim to improve o...
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11/17/2022
Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation
Evaluating automatically generated text is generally hard due to the inh...
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05/05/2022
User-Driven Research of Medical Note Generation Software
A growing body of work uses Natural Language Processing (NLP) methods to...
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04/12/2022
Quantified Reproducibility Assessment of NLP Results
This paper describes and tests a method for carrying out quantified repr...
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04/01/2022
Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation
In recent years, machine learning models have rapidly become better at g...
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09/02/2021
Quantifying Reproducibility in NLP and ML
Reproducibility has become an intensely debated topic in NLP and ML over...
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03/17/2021
The Human Evaluation Datasheet 1.0: A Template for Recording Details of Human Evaluation Experiments in NLP
This paper introduces the Human Evaluation Datasheet, a template for rec...
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03/14/2021
