Run By: Sebastian Ruder Website link: Ruder.io/ This is a personal blog by Sebastian Ruder, a PhD student in NLP and a research scientist at AYLIEN. He offers frequent opinions and covers a wide array of NLP-related topics, including Machine Learning and Deep Learning. It includes a repos...
2: This is a position to do research on FATE-related topics (fairness,accountability, transparency, and ethics) applied to two scenarios (mobile/social data and the media), in the context of two large European projects. 3: This is a position to design and validate computational tools to sup...
By building NLP projects, you can contribute to the research community and explore innovative solutions to complex language-related problems. Your projects could potentially lead to new algorithms, methodologies, or techniques that advance the state-of-the-art in NLP.5. Career Opportunities: Natural ...
Figure 1-8.How NLP, ML, and DL are related The goal of ML is to “learn” to perform tasks based on examples (called “training data”) without explicit instruction. This is typically done by creating a numeric representation (called “features”) of the training data and using this repr...
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used punch cards to communicate with the first computers decades ago. This manual and arduous process was understood by a relatively small number of people. These days, you can usegenerative AI (GenAI)models such as ChatGPT to create code, brainstorm new ideas or summarize research topics. ...
Research Resources Resource on Transformer Models, Distillation and Pruning, Automated Summarization Industry Resources Best Practices for NLP Systems, MLOps for NLP Speech Recognition General Resources, Text to Speech, Speech to Text, Datasets Topic Modeling Blogs, Frameworks, Repositories and Projects Key...
I hope you've found this collection of research directions useful. If you have suggestions on how to tackle some of these problems or ideas for related research topics, feel free to comment below. References Krizhevsky, A., Sutskever, I., & Hinton, G. E. (2012). Imagenet classification...
Retrieval of ASD-related PubMed full-text articles and abstracts PubMed abstracts were retrieved based on MeSH Major Topic using the search query: “Autism Spectrum Disorder”, “Autistic Disorder”, “Asperger syndrome”, and “Spectrum Disorders, Autism”. To make the topics of articles more re...
We also offer other high-level model APIs such as graph-to-tree models. If you are interested in DLG4NLP related research problems, you are very welcome to use our library and refer to ourgraph4nlp survey. fromgraph4nlp.pytorch.datasets.jobsimportJobsDatasetfromgraph4nlp.pytorch.modules.graph...