Project Blog
Summary of the Meeting on Sep 26, 2017
Discussed the plan of implementation: Start with a small set of wikipedia data to preprocess data and build the model in the following 2-3 weeks.
Plans for the following week.
- Build a Skip Gram model.
- Preprocess data.
Summary of the Meeting on Sep 19, 2017
I proposed an approach of "Related entities retrieval" for review. Dr. Pollett and I also brainstormed on the approach of "Word sense determination". We decided to work on the topic of "Word Sence Determination".
Plans for the following week.
- Start implemenation of "Word Sense Determination".
- Keep working on the "Word Sense Determination" approach.
Summary of the Meeting on Sep 12, 2017
Discussed on paper "A Neural Probabilistic Language Model" and "Efficient Estimation of Word Representations in Vector Space". We discussed on Skip Gram model and CBOW model.
Plans for the following week.
- Work out the approaches for "Related Entities Retreival" and "Word sence determination".
Summary of the Meeting on Sep 5, 2017
Reviewed CS298 Proposal
Plans for the following week.
- Read the paper "A Neural Probabilistic Language Model".
Summary of the Meeting on May 16, 2017
Reviewed CS297 Report
Plans for the following week.
Summary of the Meeting on May 9, 2017
Reviewed CS297 Report
Plans for the following week.
- updata CS297 Report
- validata all web pages
Summary of the Meeting on May 2, 2017
Pages of ambiguous word has been extracted and output
Plans for the following week.
Summary of the Meeting on April 25, 2017
Preprocessed Wikepedia data: Extracted all disambiguation pages.
Plans for the following week.
- Continue preprocessing Wikipedia data.
Summary of the Meeting on April 18, 2017
Preprocessed Wikepedia data: Extracted all disambiguation pages.
Plans for the following week.
- Continue preprocessing Wikipedia data.
Summary of the Meeting on April 11, 2017
Made a presentation on introduction to word embedding
Plans for the following week.
- Continue literature review of word embedding
- Start preprocessing Wikepedia data
Summary of the Meeting on April 4, 2017
Did a demo on a TensorBoard practice.
Plans for the following week.
- Literature review of word embedding
- A presentation of word embedding
Summary of the Meeting on March 28, 2017
Spring break week. No meeting
Summary of the Meeting on March 21, 2017
Machine Learning course week 6 and 10 finished. Did a demo on a TensorFlow machine learning program with different parameters.
Plans for the following week.
- Add TensorBoard visiulization to program.
- Literature review on natural language model
Summary of the Meeting on March 14, 2017
Machine Learning course week 5 finished. The assigned Python program finished.
Alter the schedule of following weeks to focus on algorithms and technologies related with the project
Plans for the following week.
- Machine Learning course week 6 and week 10
- A program practice on TensorFlow: Experiment handwritten digit recognization with different parameters using TensorFlow
Summary of the Meeting on March 7, 2017
TensorFlow GetStarted finished. Machine Learning course week 3 and week 4 finished
Plans for the following week.
- Machine Learning course week 5 and week 6
- A python program
- A program practice on TensorFlow: Recognize digit using TensorFlow
Summary of the Meeting on Feb 28, 2017
TensorFlow installed. Machine Learning course week 1 and week 2 finished
Plans for the following week.
- Machine Learning course week 3 and week 4
- Start programming in TensorFlow
Summary of the Meeting on Feb 21, 2017
Proposal approved.
Plans for the following week.
- Machine Learning course week 1 and week 2
- Install TensorFlow on Mac
Summary of the Meeting on Feb 14, 2017
Dr. Pollett reviewed my proposal, and disussed tasks in the following week.
- Fill out the bio, blog and proposal pages
- Download wikepedia disambiguation dataset
- Understand the data format.
|