Word vectors, reuse, and replicability: Towards a community repository of large-text resources

Toward Reusability of AI Models Using Dynamic Updates of AI Documentation

This work addresses the challenge of disseminating reusable artificial intelligence (AI) models accompanied by AI documentation (a.k.a., AI model cards). The work is motivated by the large number of trained AI models tha…

The Landscape of Data Reuse in Interactive Information Retrieval: Motivations, Sources, and Evaluation of Reusability

Sharing and reusing research data can effectively reduce redundant efforts in data collection and curation, especially for small labs and research teams conducting human-centered system research, and enhance the replicab…

Store Scientific Workflows Data in SSHOC Repository

Today scientific workflows are used by scientists as a way to define automated, scalable, and portable in-silico experiments. Having a formal description of an experiment can improve replicability and reproducibility of …

Community Perspective on Replicability in Natural Language Processing

With recent efforts in drawing attention to the task of replicating and/or reproducing results, for example in the context of COLING 2018 and various LREC workshops, the question arises how the NLP community views the to…

Community Evaluation and Exchange of Word Vectors at wordvectors.org