Deep Learning for NLP

This group is interested in deep learning for NLP. We meet bi-weekly on Tuesdays at 11:00.

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Upcoming meetings

• 20190604: BERT Rediscovers the Classical NLP Pipeline
• 20190611: Systematic Generalization: What is Required and can it be Learned?

Past meetings

• 20190423: A Structural Probe for Finding Syntax in Word Representations
• 20190402: Attention is not Explanation
• 20190219: The Description Length of Deep Learning Models
• 20190205: Learning and Evaluating General Linguistic Intelligence
• 20190129: Troubling Trends in Machine Learning Scholarship
• 20181127: Generalization guides human exploration in vast decision spaces
• 20181113: EMNLP recap
• 20181106: Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)
• 20181023: BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
• 20181016: Dynamic Routing Between Capsules; optional extras: [youtube] [blog] and Transforming Auto-encoders
• 20181002: Linguistically-Informed Self-Attention for Semantic Role Labeling
• 20180911: Graph Attention Networks
• 20180814: Self-Attention with Relative Position Representations
• 20180626: Improving Language Understanding by Generative Pre-Training (blog post) & Deep contextualized word representations
• 20180612: Generating Sentences from a Continuous Space
• 20180529: Attention is all you need

Calendar