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