Hey!

My name is Tal Baumel and I'm a PhD graduate from the Computer Science department at Ben Gurion University Natural Language Processing Project under the supervision of Professor Michael Elhadad. Focusing on automatic summarization. Now working as a data scientist for Microsoft.

Neural Networks Stuff:

Hope to post here some useful tutorials about neural networks and NLP

• Sequence To Sequence Attention Models In DyNet
  [notebook]
• Appendix (Work In Progress)
  [notebook]
• Scaling-Up Neural Networks
  [notebook]

Please check out my blog: https://talbaumel.github.io/blog or recording from jambot, a RNN-based music generator you can play a long with (made with Eyal Gruss, work in progress)

Teaching:

• Teaching Assistant - Compiler Construction
• Teaching Assistant - Discrete Structures and Combinatorics
• Teaching Assistant - Automata and Formal Languages

Publications:

• Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment.
  Arxiv
  [Paper]
• Sentence Embedding Evaluation Using Pyramid Annotation.
  RepEval @ ACL 2016
  [Paper]
• Topic Concentration in Query Focused Summarization Datasets.
  AAAI 2016
  [Paper] [More info]
• Query-Chain Focused Summarization.
  ACL 2014
  [Paper] [More info] [Video]
• Overview of the Hebrew Dataset.
  MultiLng @ ACL 2013
  [Paper]

talbaumel (at) gmail.com