It takes the average reader 2 hours and 49 minutes to read Cognitive Plausibility in Natural Language Processing by Lisa Beinborn
Assuming a reading speed of 250 words per minute. Learn more
This book explores the cognitive plausibility of computational language models and why it’s an important factor in their development and evaluation. The authors present the idea that more can be learned about cognitive plausibility of computational language models by linking signals of cognitive processing load in humans to interpretability methods that allow for exploration of the hidden mechanisms of neural models. The book identifies limitations when applying the existing methodology for representational analyses to contextualized settings and critiques the current emphasis on form over more grounded approaches to modeling language. The authors discuss how novel techniques for transfer and curriculum learning could lead to cognitively more plausible generalization capabilities in models. The book also highlights the importance of instance-level evaluation and includes thorough discussion of the ethical considerations that may arise throughout the various stages of cognitive plausibility research.
Cognitive Plausibility in Natural Language Processing by Lisa Beinborn is 166 pages long, and a total of 42,496 words.
This makes it 56% the length of the average book. It also has 52% more words than the average book.
The average oral reading speed is 183 words per minute. This means it takes 3 hours and 52 minutes to read Cognitive Plausibility in Natural Language Processing aloud.
Cognitive Plausibility in Natural Language Processing is suitable for students ages 10 and up.
Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.
When deciding what to show young students always use your best judgement and consult a professional.
Cognitive Plausibility in Natural Language Processing by Lisa Beinborn is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.
To buy Cognitive Plausibility in Natural Language Processing by Lisa Beinborn on Amazon click the button below.
Buy Cognitive Plausibility in Natural Language Processing on Amazon