Archives for Robustness Gym NLP Models
Once the AI/ML model is built, researchers spend a considerable amount of time to come up with different parameters on which that model should be evaluated. Evaluation methods are problem-specific. Recently, Stanford University along with Salesforce Research and UNC-Chapel Hill has proposed a system for the evaluation of NLP pipelines, commonly referred to as Robustness…
The post Guide to Robustness Gym: Unifying the NLP Evaluation Landscape appeared first on Analytics India Magazine.
What Is Robustness Gym?
NLP systems work like a well-oiled machine on standard benchmarks. However, their performance is not on par when deployed in real-world systems. A recent study highlighted that 60% of NLP answers are similar to their training data, which implies that the models are simply memorising their training set. Many researchers are working on testing the…
The post What Is Robustness Gym? appeared first on Analytics India Magazine.