#PROJECT2020 #NLP365

Learn NLP with Me

One NLP blog post per day for 365 days. 1 > 0

55

blog posts

[mc4wp_form id=”6725″]

Data Science

Day 283: Learn NLP With Me – Hidden Markov Models (HMMs) III

Decoding: The Viterbi Algorithm What is the decoding task? The task of determining which sequence of variables is the cause of some observation sequences. For…
Data Science

Day 282: Learn NLP With Me – Building an Enterprise Knowledge Graph at Uber

What are the EKG hierarchy of needs? From the foundation to the top of the pyramid: Infrastructure - Scalable storage, fault tolerance, networking, monitoring, etc.…
Data Science

Day 279: Learn NLP With Me – Trustworthy and Explainable AI Achieved Through Knowledge Graphs

What's the main problem with existing AI models and development? Interpretability. This stops AI from being widely adopted in industries where it's important to be…
Data Science

Day 278: Learn NLP With Me – Richer Sentence Embeddings using Sentence-BERT

The take-away of this article is that the sentence embeddings from BERT tend to lead to underperformance. To alleviate this problem, we can fine-tune BERT…
Data Science
Day 277: Learn NLP With Me – Using Knowledge Graphs to Identify Investment Opportunities
Data Science
Day 276: Learn NLP With Me – Knowledge Graph for Financial Services
Data Science
Day 274: Learn NLP With Me – Training the named entity recognizer using SpaCy III
Data Science
Day 273: Learn NLP With Me – Hidden Markov Models (HMMs) II
Data Science
Day 271: Learn NLP With Me – Hidden Markov Models (HMMs) I
Data Science
Day 270: Learn NLP With Me – Training the named entity recognizer using SpaCy II
Data Science
Day 269: Learn NLP With Me – Training the named entity recognizer using SpaCy I
Data Science
Day 268: Learn NLP With Me – Building a Conversational Interface III
Data Science
Day 267: Learn NLP With Me – Building a Conversational Interface II
Data Science
Day 266: Learn NLP With Me – Building a Conversational Interface I
Data Science
Day 265: Learn NLP With Me – Intent Classification for Chatbots (Airbnb’s Approach)
Data Science
Day 264: Learn NLP With Me – SLP Textbook Ch.26 – Dialogue Systems and Chatbots VI
Data Science
Day 263: Learn NLP With Me – SLP Textbook Ch.26 – Dialogue Systems and Chatbots V
Data Science
Day 262: Learn NLP With Me – SLP Textbook Ch.26 – Dialogue Systems and Chatbots IV
Data Science
Day 261: Learn NLP With Me – SLP Textbook Ch.26 – Dialogue Systems and Chatbots III
Data Science
Day 260: Learn NLP With Me – SLP Textbook Ch.26 – Dialogue Systems and Chatbots II
Data Science
Day 259: Learn NLP With Me – SLP Textbook Ch.26 – Dialogue Systems and Chatbots I
Data Science
Day 258: Learn NLP With Me – SLP Textbook Ch.23 – Discourse Coherence V
Data Science
Day 257: Learn NLP With Me – SLP Textbook Ch.23 – Discourse Coherence IV
Data Science
Day 256: Learn NLP With Me – SLP Textbook Ch.23 – Discourse Coherence III
Data Science
Day 255: Learn NLP With Me – SLP Textbook Ch.23 – Discourse Coherence II
Data Science
Day 254: Learn NLP With Me – SLP Textbook Ch.23 – Discourse Coherence I
Data Science
Day 253: Learn NLP With Me – CS520 Knowledge Graphs – Lecture 5 – How to evolve a knowledge graph?
Data Science
Day 252: Learn NLP With Me – CS520 Knowledge Graphs – Lecture 4 – What are some knowledge graph inference algorithms?
Data Science
Day 251: Learn NLP With Me – CS520 Knowledge Graphs – Lecture 3 – What are some advanced knowledge graphs?
Data Science
Day 250: Learn NLP With Me – CS520 Knowledge Graphs – Lecture 2 – How to create a knowledge graph?
Data Science
Day 249: Learn NLP With Me – CS520 Knowledge Graphs – Lecture 1 – What is a knowledge graph?
Data Science
Day 237: Learn NLP With Me – An Exhaustive Guide to Detecting and Fighting Neural Fake News using NLP
Data Science
Day 235: Learn NLP With Me – Topic Modelling with LSA and LDA
Data Science
Day 233: Learn NLP With Me – LinkedIn’s Knowledge Graph
Data Science
Day 228: Learn NLP With Me – Knowledge Graph on Finance (Balance Sheets)
Data Science
Day 227: Learn NLP With Me – Translate model for Knowledge Graph Embedding
Data Science
Day 224: Learn NLP With Me – SLP Textbook Ch.22 – Coreference Resolution VI
Data Science
Day 223: Learn NLP With Me – SLP Textbook Ch.22 – Coreference Resolution V
Data Science
Day 222: Learn NLP With Me – SLP Textbook Ch.22 – Coreference Resolution IV
Data Science
Day 221: Learn NLP With Me – SLP Textbook Ch.22 – Coreference Resolution III
Data Science
Day 220: Learn NLP With Me – SLP Textbook Ch.22 – Coreference Resolution II
Data Science
Day 219: Learn NLP With Me – SLP Textbook Ch.22 – Coreference Resolution I
Data Science
Day 218: Learn NLP With Me – SLP Textbook Ch.7 – Neural Networks and Neural Language Models II
Data Science
Day 217: Learn NLP With Me – SLP Textbook Ch.7 – Neural Networks and Neural Language Models I
Data Science
Day 216: Learn NLP With Me – SLP Textbook Ch.21 – Lexicons for Sentiment, Affect, and Connotation IV
Data Science
Day 215: Learn NLP With Me – SLP Textbook Ch.21 – Lexicons for Sentiment, Affect, and Connotation III
Data Science
Day 214: Learn NLP With Me – SLP Textbook Ch.21 – Lexicons for Sentiment, Affect, and Connotation II
Data Science
Day 213: Learn NLP With Me – SLP Textbook Ch.21 – Lexicons for Sentiment, Affect, and Connotation I
Data Science
Day 211: When to use which clustering algorithms?
Data Science
Day 210: Describing 4 different clustering algorithms
Data Science
Day 209: Introduction to Clustering
Data Science
Day 205: Learn NLP With Me – Zero-Shot Learning for Text Classification
Data Science
Day 204: Learn NLP With Me – Subword Tokenisation and Normalisation
Data Science
Day 203: Learn NLP With Me – Attention Mechanism and Transformers Revisit
Data Science
Day 202: Learn NLP With Me – NLP and Transfer Learning Revisit
Data Science
Day 200: Learn NLP With Me – Filling the Gaps with NLP Interview Questions IV
Data Science
Day 199: Learn NLP With Me – Filling the Gaps with NLP Interview Questions III
Data Science
Day 198: Learn NLP With Me – Filling the Gaps with NLP Interview Questions II
Data Science
Day 197: Learn NLP With Me – Filling the Gaps with NLP Interview Questions
Data Science
Day 195: Learn NLP With Me – What is Coreference Resolution?
Data Science
Day 187: Learn NLP With Me – Embeddings of Language, Knowledge Representation, and Reasoning
Data Science
Day 172: Learn NLP With Me – Fast.Ai NLP Course – Disinformation in Text (END COURSE)
Data Science
Day 171: Learn NLP With Me – Fast.Ai NLP Course – Transformers and Language Translation
Data Science
Day 170: Learn NLP With Me – Fast.Ai NLP Course – Algorithmic Bias
Data Science
Day 169: Learn NLP With Me – Fast.Ai NLP Course – Word Embeddings Quantify Stereotypes and Text Generation Algorithms
Data Science
Day 168: Learn NLP With Me – Fast.Ai NLP Course – Understanding RNNs and Seq2Seq Translation
Data Science
Day 165: Learn NLP With Me – Fast.Ai NLP Course – ULMFit for non-English Languages
Data Science
Day 164: Learn NLP With Me – Fast.Ai NLP Course – Transfer Learning
Data Science
Day 162: Learn NLP With Me – Fast.Ai NLP Course – Revisiting Naïve Bayes & Regex
Data Science
Day 87: Learn NLP with Me – BERT on Sentiment Analysis
Data Science
Day 78: Learn NLP with Me – FLT – Context-free Languages – Chomsky Normal Form
Data Science
Day 77: Learn NLP with Me – FLT – Context-free Languages – Context-free Grammars
Data Science
Day 76: Learn NLP with Me – Formal Language Theory – Context-free Languages – Introduction
Data Science
Day 75: Learn NLP with Me – I.E. – Hedges, Denials, and Hypotheticals – Handling Modality
Data Science
Day 74: Learn NLP with Me – I.E. – Hedges, Denials, and Hypotheticals – Introduction
Data Science
Day 73: Learn NLP with Me – Information Extraction – Events
Data Science
Day 72: Learn NLP with Me – I.E. – Relations – Open Information Extraction
Data Science
Day 71: Learn NLP with Me – I.E. – Knowledge Base Population – Distant Supervision
Data Science
Day 70: Learn NLP with Me – I.E. – Knowledge Base Population – Information Fusion
Data Science
Day 69: Learn NLP with Me – Information Extraction – Relations – Knowledge Base Population
Data Science
Day 68: Learn NLP with Me – Information Extraction – R.E. as Classification Task – Neural Method
Data Science
Day 67: Learn NLP with Me – fast.ai NLP course – Derivation of Naïve Bayes & Numerical Stability
Data Science
Day 66: Learn NLP with Me – fast.ai NLP course – Sentiment Classification with Naïve Bayes & Logistic Regression
Data Science
Day 65: Learn NLP with Me – Information Extraction – R.E. as Classification Task – Kernel Method
Data Science
Day 64: Learn NLP with Me – Information Extraction – Relations – Relation Extraction as Classification Task
Data Science
Day 63: Learn NLP with Me – FLT – Regular Languages – Finite state composition
Data Science
Day 62: Learn NLP with Me – FLT – Regular Languages – Inflectional Morphology
Data Science
Day 60: Learn NLP with Me – FLT – Regular Languages – Finite State Transducers
Data Science
Day 59: Learn NLP with Me – Formal Language Theory – Regular Languages – Weighted FSAs
Data Science
Day 58: Learn NLP with Me – Formal Language Theory – Regular Languages – Morphology Analysis
Data Science
Day 57: Learn NLP with Me – fast.ai NLP course – Sentiment Classification with Naïve Bayes
Data Science
Day 56: Learn NLP with Me – Formal Language Theory – Regular Languages – Finite State Acceptors
Data Science
Day 55: Learn NLP with Me – Formal Language Theory – Regular Languages – Introduction
Data Science
Day 54: Learn NLP with Me – Formal Language Theory – Introduction
Data Science
Day 53: Learn NLP with Me – Information Extraction – Relations – Pattern-based Relation Extraction
Data Science
Day 52: Learn NLP with Me – Information Extraction – Relations – Introduction
Data Science
Day 51: Learn NLP with Me – Information Extraction – Entities – Collective Entity Linking
Data Science
Day 45: Learn NLP with Me – Information Extraction – Entities – Entity linking by learning to rank
Data Science
Day 44: Learn NLP with Me – Information Extraction – Entities
Data Science
Day 43: Learn NLP with Me – Information Extraction – Introduction
Data Science
Day 42: Learn NLP with Me – fast.ai NLP course – Topic Modelling & SVD revisited
Data Science
Day 41: Learn NLP with Me – fast.ai NLP course – Topic Modelling with SVD & NMF
Data Science
Day 37: Learn NLP with Me – fast.ai NLP course – What is NLP?
Data Science
Day 36: Learn NLP with Me – MRC – New Trends III
Data Science
Day 35: Learn NLP with Me – MRC – New Trends II
Data Science
Day 34: Learn NLP with Me – MRC – New Trends I
Data Science
Day 33: Learn NLP with Me – MRC – Open Issues
Data Science
Day 32: Learn NLP with Me – MRC – Deep Learning VI – Additional Tricks
Data Science
Day 31: Learn NLP with Me – MRC – Deep Learning V – Answer Prediction
Data Science
Day 30: Learn NLP with Me – MRC – Deep Learning IV – Context Question Interaction
Data Science
Day 29: Learn NLP with Me – MRC – Deep Learning III – Feature Extraction
Data Science
Day 28: Learn NLP with Me – MRC – Deep Learning II – Embeddings
Data Science
Day 27: Learn NLP with Me – MRC – Deep Learning I – General Architecture
Data Science
Day 26: Learn NLP with Me – Machine Reading Comprehension – Datasets & Evaluation Metrics
Data Science
Day 25: Learn NLP with Me – Machine Reading Comprehension – MRC Tasks
Data Science
Day 24: Learn NLP with Me – Machine Reading Comprehension – Introduction