The 2024 repronlp shared task on reproducibility of evaluations in nlp: Overview and results
This paper presents an overview of, and the results from, the 2024 Shared Task on
Reproducibility of Evaluations in NLP (ReproNLP'24), following on from three previous …
Reproducibility of Evaluations in NLP (ReproNLP'24), following on from three previous …
(Mostly) Automatic Experiment Execution for Human Evaluations of NLP Systems
Human evaluation is widely considered the most reliable form of evaluation in NLP, but
recent research has shown it to be riddled with mistakes, often as a result of manual …
recent research has shown it to be riddled with mistakes, often as a result of manual …
ReproHum# 0712-01: Reproducing Human Evaluation of Meaning Preservation in Paraphrase Generation
Reproducibility is a cornerstone of scientific research, ensuring the reliability and
generalisability of findings. The ReproNLP Shared Task on Reproducibility of Evaluations in …
generalisability of findings. The ReproNLP Shared Task on Reproducibility of Evaluations in …
ReproHum# 0712-01: Human Evaluation Reproduction Report for “Hierarchical Sketch Induction for Paraphrase Generation”
Human evaluations are indispensable in the development of NLP systems because they
provide direct insights into how effectively these systems meet real-world needs and …
provide direct insights into how effectively these systems meet real-world needs and …
Machine Learning and Open Science: On Risks and Challenges
M Arvan - 2024 - search.proquest.com
Recent years have witnessed substantial growth in Machine Learning (ML) and Natural
Language Processing (NLP), largely fueled by the accessibility and openness of data and …
Language Processing (NLP), largely fueled by the accessibility and openness of data and …
[PDF][PDF] Improving Robustness and Reproducibility in Validation of Natural Language Generation Systems
JG Corbelle - 2024 - ceur-ws.org
Evaluating properly the goodness of Natural Language Generation (NLG) systems remains
a hot topic that requires further research. There are two major issues to tackle:(i) the lack of …
a hot topic that requires further research. There are two major issues to tackle:(i) the lack of …