Stuart Chen's Blog

Le vent se lève, il faut tenter de vivre.

Summing-Up

Outline & Evolution

Summing Up Project Outline Week 11&12 Wiki Extraction & Sentences Filtering Week 9&10 Univerasal Sentence Encoder for Template Matching & Templates Bank Week 7&8 ...

Week 11&12

Wiki Extraction & Sentences Filtering

Preface We focus on: 1) get the natural language materials from the Wikipedia page for templates generation; 2) automate the paraphrases for predicates. 1. Wiki Extraction & Sentences Fil...

Week 9&10

Univerasal Sentence Encoder for Template Matching & Templates Bank

Preface We focus on: 1) classifying the new questions by the vector similarity matching based on univeral sentence encoder; 2) constructure of the Template Bank. 1. Templates Matching 1.1 Un...

Week 7&8

Analyses for Previous Works

The Statistics The Scores For The Answers This is the table for GERBIL evaluation. Method BLEU score Micro F1 Micro Precision Micro Recall Macro F1 ...

Week 6

Vector Similarity Calculation

The Week 6 This week we focus on two aspects. First is the selection of the method for calculating the semantic vectors similarity. Second is the experiment of doing benchmark evaluation in GER...

Week 5

Issues Analyses & Vectors Embedding

The Week 5 This week I believe it’s a diving. I can now see many things, subtle and seemingly extending to somewhere abyssal. In this week, I have tried transforming the natural language questi...

Week 4

Pre-evaluation Preparation + Exploring Potential Issues for Current NSpM

The Week 4 Hurry up! It’s already the summer now! We should better prepare for the first evaluation in the next week! In this week, I have tried another idea to more exhaustively annotate the p...

Week 3

Improving the Generation Component + Thinking About The Evaluations

The Week 3 This week, I have replaced the exited tools with my own innovative and independent modules pertinent to DBpedia. However, after doing so, the problem emerges while doing the BLEU evalu...

Week 2

Entity Recognition + Template Generation

The Week 2 Let’s have a look into this week’s goals: Entity Recognition Template Generation 1. Entity Recognition Strategy I I had planned to deploy the ...

Architecture

a glimpse of the silhouette of the architecture

The Pipeline of Architecture The model architecture is like: Pipeline 1. Question Generation from Natural Language To generate the templates from the text extracted from Wikipedia, we need ...