Yonatan Belinkov

Latest

• Analyzing Individual Neurons in Pre-trained Language Models
• Analyzing Redundancy in Pretrained Transformer Models
• Similarity Analysis of Contextual Word Representation Models
• On the Linguistic Representational Power of Neural Machine Translation Models
• One Size Does Not Fit All: Comparing NMT Representations of Different Granularities
• Identifying and Controlling Important Neurons in Neural Machine Translation
• What is one Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models
• NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks
• Neural Machine Translation Training in a Multi-Domain Scenario
• Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks
• Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder
• Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging
• What do Neural Machine Translation Models Learn about Morphology?
• Translating Dialectal Arabic to English