Search Results for author: Iva Bojic

Found 3 papers, 1 papers with code

Hierarchical Evaluation Framework: Best Practices for Human Evaluation

no code implementations3 Oct 2023 Iva Bojic, Jessica Chen, Si Yuan Chang, Qi Chwen Ong, Shafiq Joty, Josip Car

Human evaluation plays a crucial role in Natural Language Processing (NLP) as it assesses the quality and relevance of developed systems, thereby facilitating their enhancement.

Machine Reading Comprehension

Building Extractive Question Answering System to Support Human-AI Health Coaching Model for Sleep Domain

no code implementations31 May 2023 Iva Bojic, Qi Chwen Ong, Shafiq Joty, Josip Car

Non-communicable diseases (NCDs) are a leading cause of global deaths, necessitating a focus on primary prevention and lifestyle behavior change.

Extractive Question-Answering Passage Retrieval +2

A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets

1 code implementation2 Apr 2023 Iva Bojic, Josef Halim, Verena Suharman, Sreeja Tar, Qi Chwen Ong, Duy Phung, Mathieu Ravaut, Shafiq Joty, Josip Car

We applied the proposed framework to four biomedical datasets and showed relative improvement of up to 33%/40% for fine-tuning of retrieval/reader models on the BioASQ dataset when using back translation to enhance the original dataset quality.

Machine Reading Comprehension Retrieval

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