- 7 Steps to Mastering Large Language Model Fine-tuning - Mar 27, 2024.
From theory to practice, learn how to enhance your NLP projects with these 7 simple steps.
Natural Language Processing
- Extractive Summarization with LLM using BERT - Mar 5, 2024.
An in-depth overview of extractive text summarization, how state-of-the-art NLP models like BERT can enhance it, and a coding tutorial for using BERT to generate extractive summaries.
Natural Language Processing
- Natural Language Processing: Bridging Human Communication with AI - Jan 29, 2024.
The post highlights real-world examples of NLP use cases across industries. It also covers NLP's objectives, challenges, and latest research developments.
Natural Language Processing
- How Semantic Vector Search Transforms Customer Support Interactions - Jan 17, 2024.
Semantic vector search is an advanced search technique revolutionizes how we interact with information by understanding the true meaning of words, thus leading to more relevant and insightful results.
Natural Language Processing
- Kickstart Your NLP Journey with These 5 Free Courses - Jan 10, 2024.
Want to transition into the NLP field without wanting to spend a buck? You can - with these 5 courses.
Natural Language Processing
- RAG vs Finetuning: Which Is the Best Tool to Boost Your LLM Application? - Oct 11, 2023.
The definitive guide for choosing the right method for your use case.
Natural Language Processing
- Comparing Natural Language Processing Techniques: RNNs, Transformers, BERT - Oct 11, 2023.
RNN, Transformers, and BERT are popular NLP techniques with tradeoffs in sequence modeling, parallelization, and pre-training for downstream tasks.
Natural Language Processing
- 7 Steps to Mastering Natural Language Processing - Oct 4, 2023.
Want to learn all about Natural Language Processing (NLP)? Here is a 7 step guide to help you go from the fundamentals of machine learning and Python to Transformers, recent advances in NLP, and beyond.
Natural Language Processing
- Introduction to Natural Language Processing - Sep 26, 2023.
An overview of Natural Language Processing (NLP) and its applications.
Natural Language Processing
- Fine Tuning LLAMAv2 with QLora on Google Colab for Free - Sep 20, 2023.
Learn how to fine-tune one of the most influential open-source models for free on Google Colab.
Natural Language Processing
- ReAct, Reasoning and Acting augments LLMs with Tools! - Sep 4, 2023.
Blending reasoning with action, AI takes a bold new step toward replicating human intelligence.
Natural Language Processing
- WavJourney: A Journey into the World of Audio Storyline Generation - Sep 4, 2023.
From Prompt to Power: Unleashing Stories and Audio with a Single Spark!
Natural Language Processing
- Brewing a Domain-Specific LLM Potion - Aug 22, 2023.
Make your LLM an expert in your field.
Natural Language Processing
- LangChain Cheat Sheet - Aug 16, 2023.
LangChain simplifies building AI assistants with large language models, providing an intuitive API, memory capabilities, access to external tools, the ability to chain LLM actions, and prompt templating. Check out our newest cheat sheet to get up and running now.
Natural Language Processing
- Python Vector Databases and Vector Indexes: Architecting LLM Apps - Aug 14, 2023.
Vector databases enable fast similarity search and scale across data points. For LLM apps, vector indexes can simplify architecture over full vector databases by attaching vectors to existing storage. Choosing indexes vs databases depends on specialized needs, existing infrastructure, and broader enterprise requirements.
Natural Language Processing
- Overcoming Barriers in Multi-lingual Voice Technology: Top 5 Challenges and Innovative Solutions - Aug 10, 2023.
Voice assistants like Siri, Alexa and Google Assistant are household names, but they still don't do well in multilingual settings. This article first provides an overview of how voice assistants work, and then dives into the top 5 challenges for voice assistants when it comes to providing a superior multilingual user experience. It also provides strategies for mitigation of these challenges.
Natural Language Processing
- Transforming AI with LangChain: A Text Data Game Changer - Aug 1, 2023.
Learn how to unleash this Python library to enhance our AI usage.
Natural Language Processing
- Ensuring Reliable Few-Shot Prompt Selection for LLMs - Jul 18, 2023.
Data-centric techniques for better Few-Shot Prompting when applying LLMs to Noisy Real-World Data.
Natural Language Processing
- Build AI Chatbot in 5 Minutes with Hugging Face and Gradio - Jun 30, 2023.
Learn to create a Gradio chatbot using low code techniques directly in your browser with this easy-to-follow tutorial.
Natural Language Processing
- 5 Free Books on Natural Language Processing to Read in 2023 - Jun 29, 2023.
Large language models are getting released left right and center, and if you want to understand them better you need to know about NLP. Here are 5 Free books to help you.
Natural Language Processing
- Generate Music From Text Using Google MusicLM - Jun 29, 2023.
Introducing Google's latest AI Music model breakthrough.
Natural Language Processing
- More Free Courses on Large Language Models - Jun 23, 2023.
Interested in learning about large language models? Get up and running with these free courses from DeepLearning.AI, Google Cloud, Udacity, and more.
Natural Language Processing
- What are Vector Databases and Why Are They Important for LLMs? - Jun 19, 2023.
Large language models (LLMs) currently have the AI world in a chokehold. It is essential to understand why vector databases are important to LLMs.
Natural Language Processing
- Free Full Stack LLM Bootcamp - Jun 14, 2023.
Want to learn more about LLMs and build cool LLM-powered applications? This free Full Stack LLM Bootcamp is all you need!
Natural Language Processing
- Meet Gorilla: UC Berkeley and Microsoft’s API-Augmented LLM Outperforms GPT-4, Chat-GPT, and Claude - Jun 13, 2023.
The model is augmented with APIs from Torch Hub, TensorFlow Hub and HuggingFace.
Natural Language Processing
- Falcon LLM: The New King of Open-Source LLMs - Jun 7, 2023.
Falcon LLM, is the new large language model that has taken the crown from LLaMA.
Natural Language Processing
- RedPajama Project: An Open-Source Initiative to Democratizing LLMs - Jun 1, 2023.
Leading project to Empower the Community through Accessible Large Language Models.
Natural Language Processing
- LLM Apocalypse Now: Revenge of the Open Source Clones - May 30, 2023.
This is a story about how open-source projects are taking on the LLM industry.
Natural Language Processing
- Introducing MPT-7B: A New Open-Source LLM - May 26, 2023.
An LLM Trained on 1T Tokens of Text and Code by MosaicML Foundation Series.
Natural Language Processing
- A Deep Dive into GPT Models: Evolution & Performance Comparison - May 25, 2023.
The blog focuses on GPT models, providing an in-depth understanding and analysis. It explains the three main components of GPT models: generative, pre-trained, and transformers.
Natural Language Processing
- Free ChatGPT Course: Use The OpenAI API to Code 5 Projects
- May 23, 2023.
With all the buzz surrounding the ChatGPT. Are you eager to make the most out of it? Here is the FREE video course that offers a comprehensive education about OpenAI API through detailed explanations and hands-on projects.
Natural Language Processing
- Breaking Down AutoGPT - May 16, 2023.
AutoGPT has taken the world by storm and has even surpassed ChatGPT itself. So, get ready to dive into the exciting world of Auto-GPT.
Natural Language Processing
- What are Large Language Models and How Do They Work? - May 11, 2023.
Large language models represent a significant advancement in natural language processing and have transformed the way we interact with language-based technology. Learn why they’re important and how they work.
Natural Language Processing
- Chatbot Arena: The LLM Benchmark Platform - May 10, 2023.
Chatbot Arena is a benchmark platform for large language models, where the community can contribute new models and evaluate them.
Natural Language Processing
- The Ultimate Open-Source Large Language Model Ecosystem - May 4, 2023.
GPT4ALL is a project that provides everything you need to work with state-of-the-art open-source large language models.
Natural Language Processing
- HuggingGPT: The Secret Weapon to Solve Complex AI Tasks - May 1, 2023.
Get ready to discover the next big thing in AI with HuggingGPT. Read this article to develop an understanding of how it works and how it handles complex AI tasks.
Natural Language Processing
- Fine-Tuning OpenAI Language Models with Noisily Labeled Data - Apr 28, 2023.
Reduce LLM prediction error by 37% via data-centric AI.
Natural Language Processing
- ChatGLM-6B: A Lightweight, Open-Source ChatGPT Alternative - Apr 27, 2023.
Want to run and fine-tune LLMs on your machine? Learn more about ChatGLM-6B, a lightweight and open-source LLM that you can run locally.
Natural Language Processing
- Automate Your Codebase with Promptr and GPT - Apr 26, 2023.
Are you looking to streamline your code operations with GPT but are tired of the copy-pasting process? Well, here is the solution in the form of Promptr. An open-source tool to automate your codebase.
Natural Language Processing
- Dealing With Noisy Labels in Text Data - Apr 24, 2023.
The article shows effective coding procedures for fixing noisy labels in text data that improve the performance of any NLP model. The impact is proved by the comparison of the ML algorithm on starting and cleaning the dataset.
Natural Language Processing
- Explore LLMs Easily on Your Laptop with openplayground - Apr 19, 2023.
Use simple UI to experiment with various renowned large language models.
Natural Language Processing
- What Is ChatGPT Doing and Why Does It Work? - Apr 18, 2023.
In this article, we will explain how ChatGPT works and why it is able to produce coherent and diverse conversations.
Natural Language Processing
- A Guide to Top Natural Language Processing Libraries - Apr 18, 2023.
Natural Language Processing is one of the hottest areas of research. While NLP tasks may seem a bit complicated at first, they can be made easier by using the right tools. This article covers a list of the top 6 NLP Libraries that can save you time and effort.
Natural Language Processing
- How ChatGPT Works: The Model Behind The Bot - Apr 11, 2023.
A brief introduction to the intuition and methodology behind the chatbot you can’t stop hearing about.
Natural Language Processing
- Introducing TPU v4: Googles Cutting Edge Supercomputer for Large Language Models - Apr 11, 2023.
TPU v4: Google's fifth domain-specific architecture and third supercomputer for machine learning models.
Natural Language Processing
- Best Architecture for Your Text Classification Task: Benchmarking Your Options - Apr 10, 2023.
We want to show a real-life example of text classification models based on the most recent algorithms and pre-trained models with their respective benchmarks.
Natural Language Processing
- Baize: An Open-Source Chat Model (But Different?) - Apr 10, 2023.
So what's new in the LLM space? Meet Baize, an open-source chat model that leverages the conversational capabilities of ChatGPT. Learn how Baize works, its advantages, limitations, and more.
Natural Language Processing
- Text Summarization Development: A Python Tutorial with GPT-3.5 - Apr 7, 2023.
Utilizing the power of GPT-3.5 to develop a simple summarize generator application.
Natural Language Processing
- 8 Open-Source Alternative to ChatGPT and Bard - Apr 6, 2023.
Discover the widely-used open-source frameworks and models for creating your ChatGPT like chatbots, integrating LLMs, or launching your AI product.
Natural Language Processing
- Introducing the Testing Library for Natural Language Processing - Apr 4, 2023.
Deliver reliable, safe and effective NLP models.
Natural Language Processing
- LangChain 101: Build Your Own GPT-Powered Applications - Apr 3, 2023.
LangChain is a Python library that helps you build GPT-powered applications in minutes. Get started with LangChain by building a simple question-answering app.
Natural Language Processing
- Multimodal Models Explained - Mar 27, 2023.
Unlocking the Power of Multimodal Learning: Techniques, Challenges, and Applications.
Natural Language Processing
- How Watermarking Can Help Mitigate The Potential Risks Of LLMs? - Mar 24, 2023.
Adding embedding signals into generated text can help mitigate potential risks of plagiarism, misinformation, and abuse in large language models.
Natural Language Processing
- Learn About Large Language Models - Mar 20, 2023.
An introduction to Large Language Models, what they are, how they work, and use cases.
Natural Language Processing
- Multi-label NLP: An Analysis of Class Imbalance and Loss Function Approaches - Mar 17, 2023.
In this comprehensive article, we have demonstrated that a seemingly simple task of multi-label text classification can be challenging when traditional methods are applied. We have proposed the use of distribution-balancing loss functions to tackle the issue of class imbalance.
Natural Language Processing
- OpenChatKit: Open-Source ChatGPT Alternative - Mar 16, 2023.
OpenChatKit enables developers to fine-tune the model, maintain context in dialog, moderate responses, and effortlessly build their own custom chatbot applications.
Natural Language Processing
- GPT-4: Everything You Need To Know - Mar 15, 2023.
A new model by OpenAI with improved natural language generation and understanding capabilities.
Natural Language Processing
- New ChatGPT and Whisper APIs from OpenAI - Mar 13, 2023.
A quick overview of ChatGPT and Whisper models API.
Natural Language Processing
- Top Free Courses on Large Language Models - Mar 7, 2023.
Interested in learning how ChatGPT and other AI chatbots work under the hood? Look no further. Check out these free courses and resources on large language models from Stanford, Princeton, ETH, and more.
Natural Language Processing
- Must Read NLP Papers from the Last 12 Months - Mar 2, 2023.
The era of large language models is here now.
Natural Language Processing
- Top Free Resources To Learn ChatGPT - Feb 13, 2023.
Learn about ChatGPT through Cheat Sheets, Guides, Books, Tutorials, and Blogs.
Natural Language Processing
- ChatGPT for Beginners - Feb 3, 2023.
List of best crash courses for ChatGPT.
Natural Language Processing
- The ChatGPT Cheat Sheet - Jan 26, 2023.
Impress your friends and loved ones by perfecting your ChatGPT prompt engineering game with this incredibly useful resource.
Natural Language Processing
- Encoding Categorical Features with MultiLabelBinarizer - Jan 20, 2023.
Transform multi-label format into a binary matrix for multi-label classification.
Natural Language Processing
- ChatGPT: Everything You Need to Know - Jan 16, 2023.
All you need to know about ChatGPT: what it can do, how it works, and its limitations.
Natural Language Processing
- Concepts You Should Know Before Getting Into Transformers - Jan 13, 2023.
Learn about Input Embedding, Positional Encoding, Scaled Dot-Product Attention, Residual Connections, Mask, and Softmax function.
Natural Language Processing
- Topic Modeling Approaches: Top2Vec vs BERTopic - Jan 11, 2023.
This post gives an overview of the strengths and differences of these approaches in extracting topics from text.
Natural Language Processing
- Creating a Web Application to Extract Topics from Audio with Python - Jan 6, 2023.
A step-by-step tutorial to build and deploy a web application for topic modeling of a Spotify podcast.
Natural Language Processing
- Natural Language Processing with spaCy - Jan 4, 2023.
Learn to build NLP projects using spaCy.
Natural Language Processing
- How To Collect Data For Customer Sentiment Analysis - Dec 16, 2022.
Customer sentiment analysis involves collecting, analyzing, and leveraging data to understand customers' feelings. This article focuses on how to collect data for customer sentiment analysis.
Natural Language Processing
- Top 5 NLP Cheat Sheets for Beginners to Professional - Dec 13, 2022.
The cheat sheets cover various NLP techniques, tasks, algorithms, frameworks, and analytics.
Natural Language Processing
- Research Papers for NLP Beginners - Nov 18, 2022.
Read research papers on neural models, word embedding, language modeling, and attention & transformers.
Natural Language Processing
- 5 Linguistics Courses for NLP Practitioners - Nov 15, 2022.
This collection of 5 courses is intended to help NLP practitioners or hopefuls acquire some of their lacking linguistics knowledge.
Natural Language Processing
- Approaches to Text Summarization: An Overview - Nov 7, 2022.
This article will present the main approaches to text summarization currently employed, as well as discuss some of their characteristics.
Natural Language Processing
- The Ultimate Guide To Different Word Embedding Techniques In NLP - Nov 4, 2022.
A machine can only understand numbers. As a result, converting text to numbers, called embedding text, is an actively researched topic. In this article, we review different word embedding techniques for converting text into vectors.
Natural Language Processing
- Getting Started with spaCy for NLP - Nov 1, 2022.
In this blog, we will explore how to get started with spaCy right from the installation to explore the various functionalities it provides.
Natural Language Processing
- TF-IDF Defined - Oct 26, 2022.
Check out this breakdown of TF-IDF by defining its constituent parts.
Natural Language Processing
- Getting Started with Automated Text Summarization - Oct 26, 2022.
This article will walk through an extractive text summarization process, using a simple word frequency approach, implemented in Python.
Natural Language Processing
- The ABCs of NLP, From A to Z - Oct 25, 2022.
There is no shortage of tools today that can help you through the steps of natural language processing, but if you want to get a handle on the basics this is a good place to start. Read about the ABCs of NLP, all the way from A to Z.
Natural Language Processing
- The Evolution of Speech Recognition Metrics - Oct 20, 2022.
As Speech Recognition has become more accurate than ever, scenarios like dictation and meeting transcription are gaining popularity. Metrics need to evolve with the times and guide the research focus.
Natural Language Processing
- Converting Text Documents to Token Counts with CountVectorizer - Oct 19, 2022.
The post explains the significance of CountVectorizer and demonstrates its implementation with Python code.
Natural Language Processing
- Data Representation for Natural Language Processing Tasks - Oct 13, 2022.
In NLP we must find a way to represent our data (a series of texts) to our systems (e.g. a text classifier). As Yoav Goldberg asks, "How can we encode such categorical data in a way which is amenable for us by a statistical classifier?" Enter the word vector.
Natural Language Processing
- Convert Text Documents to a TF-IDF Matrix with tfidfvectorizer - Sep 7, 2022.
Convert text documents to vectors using TF-IDF vectorizer for topic extraction, clustering, and classification.
Natural Language Processing
- 8 Innovative BERT Knowledge Distillation Papers That Have Changed The Landscape of NLP - Sep 6, 2022.
All of the papers present a particular point of view of findings in the BERT utilization.
Natural Language Processing
- The Benefits of Natural Language AI for Content Creators - Aug 30, 2022.
In this article, we will discuss the benefits of natural language AI for content creators, highlighting the key reasons why you should consider using it to improve your content output.
Natural Language Processing
- What is Text Classification? - Jul 28, 2022.
We will define text classification, how it works, some of its most known algorithms, and provide data sets that might help start your text classification journey.
Natural Language Processing
- N-gram Language Modeling in Natural Language Processing - Jul 6, 2022.
N-gram is a sequence of n words in the modeling of NLP. How can this technique be useful in language modeling?
Natural Language Processing
- Market Data and News: A Time Series Analysis - Jun 24, 2022.
In this article we introduce a few tools and techniques for studying relationships between the stock market and the news. We explore time series processing, anomaly detection, and an event-based view of the news. We also generate intuitive charts to demonstrate some of these concepts, and share the code behind all of this in a notebook.
Natural Language Processing
- A Gentle Introduction to Natural Language Processing - Jun 17, 2022.
This gentle introduction to NLP covers the basics, and will help you move along to more advanced topics ASAP.
Natural Language Processing
- NLP, NLU, and NLG: What’s The Difference? A Comprehensive Guide - Jun 10, 2022.
This article aims to quickly cover the similarities and differences between NLP, NLU, and NLG and talk about what the future for NLP holds.
Natural Language Processing
- Natural Language Processing Key Terms, Explained - May 16, 2022.
This post provides a concise overview of 18 natural language processing terms, intended as an entry point for the beginner looking for some orientation on the topic.
Natural Language Processing
- oBERT: Compound Sparsification Delivers Faster Accurate Models for NLP - May 13, 2022.
Discover "compound sparsification" and how to apply it to BERT models for 10x compression and GPU-level latency on commodity CPUs.
Natural Language Processing
- Can We Query a Table with T5? - May 12, 2022.
Learn how to tune a large language model.
Natural Language Processing
- How Fast Can BERT Go With Sparsity? - Apr 27, 2022.
How much impact does sparsity have on model performance?
Natural Language Processing
- Answering Questions with HuggingFace Pipelines and Streamlit - Apr 14, 2022.
See how easy it can be to build a simple web app for question answering from text using Streamlit and HuggingFace pipelines.
Natural Language Processing
- How to Start Using Natural Language Processing With PyTorch - Apr 13, 2022.
In this guide, we will address some of the obvious questions that may arise when starting to dive into natural language processing, but we will also engage with deeper questions and give you the right steps to get started working on your own NLP programs.
Natural Language Processing
- The Range of NLP Applications in the Real World: A Different Solution To Each Problem - Mar 25, 2022.
Most companies look at it like it’s one big technology, and assume the vendors’ offerings might differ in product quality and price but ultimately be largely the same. Truth is, NLP is not one thing; it’s not one tool, but rather a toolbox.
Natural Language Processing
- Classifying Long Text Documents Using BERT - Feb 3, 2022.
Transformer based language models such as BERT are really good at understanding the semantic context because they were designed specifically for that purpose. BERT outperforms all NLP baselines, but as we say in the scientific community, “no free lunch”. How can we use BERT to classify long text documents?
Natural Language Processing
- Fine-Tuning BERT for Tweets Classification with HuggingFace - Jan 28, 2022.
In this blog, we used the Hugging Face library to fine-tune BERT on the classification task. We classified tweets related to COVID.
Natural Language Processing
- Explain NLP Models with LIME - Jan 21, 2022.
It is important to know how LIME reaches to its final outputs for explaining a prediction done for text data. In this article, I have shared that concept by enlightening the components of LIME.
Natural Language Processing
- A Comprehensive Guide to Natural Language Generation - Jan 7, 2020.
Follow this overview of Natural Language Generation covering its applications in theory and practice. The evolution of NLG architecture is also described from simple gap-filling to dynamic document creation along with a summary of the most popular NLG models.
LSTM, Markov Chains, Narrative Science, Natural Language Generation, Natural Language Processing, Recurrent Neural Networks, Sciforce, Transformer
- Neural Code Search: How Facebook Uses Neural Networks to Help Developers Search for Code Snippets - Jul 24, 2019.
Developers are always searching for answers to questions about their code. But how do they ask the right questions? Facebook is creating new NLP neural networks to help search code repositories that may advance information retrieval algorithms.
Facebook, Information Retrieval, Natural Language Processing, Neural Networks, NLP, Programming
- Natural Language Interface to DataTable - Jun 21, 2019.
You have to write SQL queries to query data from a relational database. Sometimes, you even have to write complex queries to do that. Won't it be amazing if you could use a chatbot to retrieve data from a database using simple English? That's what this tutorial is all about.
AI, Chatbot, Natural Language Processing, NLP
- Your Guide to Natural Language Processing (NLP) - May 23, 2019.
This extensive post covers NLP use cases, basic examples, Tokenization, Stop Words Removal, Stemming, Lemmatization, Topic Modeling, the future of NLP, and more.
AI, Data Science, Machine Learning, Natural Language Processing, NLP, Tokenization
50+ Useful Machine Learning & Prediction APIs, 2018 Edition - May 1, 2018.
Extensive list of 50+ APIs in Face and Image Recognition ,Text Analysis, NLP, Sentiment Analysis, Language Translation, Machine Learning and prediction.
API, Face Recognition, Image Recognition, Machine Learning, Natural Language Processing, Sentiment Analysis, Text Analytics
- Training and Visualising Word Vectors - Jan 23, 2018.
In this tutorial I want to show how you can implement a skip gram model in tensorflow to generate word vectors for any text you are working with and then use tensorboard to visualize them.
Natural Language Processing, Text Mining, Visualization, word2vec
- Building a Wikipedia Text Corpus for Natural Language Processing - Nov 23, 2017.
Wikipedia is a rich source of well-organized textual data, and a vast collection of knowledge. What we will do here is build a corpus from the set of English Wikipedia articles, which is freely and conveniently available online.
Datasets, Natural Language Processing, NLP, Text Mining, Wikidata, Wikipedia
A Framework for Approaching Textual Data Science Tasks - Nov 22, 2017.
Although NLP and text mining are not the same thing, they are closely related, deal with the same raw data type, and have some crossover in their uses. Let's discuss the steps in approaching these types of tasks.
Modeling, Natural Language Processing, NLP, Text Analytics, Text Mining
7 Types of Artificial Neural Networks for Natural Language Processing - Oct 19, 2017.
What is an artificial neural network? How does it work? What types of artificial neural networks exist? How are different types of artificial neural networks used in natural language processing? We will discuss all these questions in the following article.
Pages: 1 2
AI, Deep Learning, Natural Language Processing, Neural Networks
- Machine Learning Translation and the Google Translate Algorithm - Sep 14, 2017.
Today, we’ve decided to explore machine translators and explain how the Google Translate algorithm works.
Google, Machine Learning, Machine Translation, Natural Language Processing, Statsbot
5 Free Resources for Getting Started with Deep Learning for Natural Language Processing - Jul 19, 2017.
This is a collection of 5 deep learning for natural language processing resources for the uninitiated, intended to open eyes to what is possible and to the current state of the art at the intersection of NLP and deep learning. It should also provide some idea of where to go next.
Deep Learning, Natural Language Processing, Neural Networks, NLP
Top 15 Python Libraries for Data Science in 2017 - Jun 13, 2017.
Since all of the libraries are open sourced, we have added commits, contributors count and other metrics from Github, which could be served as a proxy metrics for library popularity.
Pages: 1 2
Data Mining, Data Science, Deep Learning, Machine Learning, Natural Language Processing, Python, Visualization
Text Mining 101: Mining Information From A Resume - May 24, 2017.
We show a framework for mining relevant entities from a text resume, and how to separation parsing logic from entity specification.
Career, Natural Language Processing, NLP, Resume, Text Analytics, Text Mining
Using Deep Learning To Extract Knowledge From Job Descriptions - May 9, 2017.
We present a deep learning approach to extract knowledge from a large amount of data from the recruitment space. A learning to rank approach is followed to train a convolutional neural network to generate job title and job description embeddings.
Convolutional Neural Networks, Deep Learning, Natural Language Processing, Neural Networks, NLP, Text Mining
- Text Analytics: A Primer - Mar 14, 2017.
Marketing scientist Kevin Gray asks Professor Bing Liu to give us a quick snapshot of text analytics in this informative interview.
Bing Liu, Natural Language Processing, NLP, Text Analytics, Text Mining
- Introduction to Natural Language Processing, Part 1: Lexical Units - Feb 16, 2017.
This series explores core concepts of natural language processing, starting with an introduction to the field and explaining how to identify lexical units as a part of data preprocessing.
Data Preprocessing, Datascience.com, Feature Extraction, Natural Language Processing, NLP, Tokenization
Deep Learning Research Review: Natural Language Processing - Jan 31, 2017.
This edition of Deep Learning Research Review explains recent research papers in Natural Language Processing (NLP). If you don't have the time to read the top papers yourself, or need an overview of NLP with Deep Learning, this post is for you.
Pages: 1 2 3
Deep Learning, Natural Language Processing, Neural Networks, NLP
Deep Learning Can be Applied to Natural Language Processing - Jan 16, 2017.
This post is a rebuttal to a recent article suggesting that neural networks cannot be applied to natural language given that language is not a produced as a result of continuous function. The post delves into some additional points on deep learning as well.
Deep Learning, Natural Language Processing, Neural Networks, NLP
- Deep Learning Reading Group: Skip-Thought Vectors - Nov 17, 2016.
Skip-thought vectors take inspiration from Word2Vec skip-gram and attempt to extend it to sentences, and are created using an encoder-decoder model. Read on for an overview of the paper.
Deep Learning, Lab41, Natural Language Processing, Neural Networks, word2vec
- An NLP Approach to Analyzing Twitter, Trump, and Profanity - Nov 3, 2016.
Who swears more? Do Twitter users who mention Donald Trump swear more than those who mention Hillary Clinton? Let’s find out by taking a natural language processing approach (or, NLP for short) to analyzing tweets.
Pages: 1 2
Donald Trump, Natural Language Processing, NLP, Twitter
- SlangSD: A Sentiment Dictionary for Slang Words - Sep 14, 2016.
The Slang Sentiment Dictionary (SlangSD) includes over 90,000 slang words together with their sentiment scores, facilitating sentiment analysis in user-generated contents.
Natural Language Processing, NLP, Sentiment Analysis
- The Human Vector: Incorporate Speaker Embeddings to Make Your Bot More Powerful - Sep 2, 2016.
One of the many ways in which bots can fail is by their (lack of) persona. Learn how speaker embeddings can help with this problem, and can help improve the persona of your bot.
Bots, Chatbot, Natural Language Processing
- 5 More Machine Learning Projects You Can No Longer Overlook - Jun 28, 2016.
There are a lot of popular machine learning projects out there, but many more that are not. Which of these are actively developed and worth checking out? Here is an offering of 5 such projects.
Computer Vision, Data Preparation, Data Preprocessing, Javascript, Machine Learning, Natural Language Processing, NLP, Overlook, Python
- Microsoft is Becoming M(ai)crosoft - Apr 25, 2016.
This post is an overview and discussion of Microsoft's increasing investment in, and approach to, artificial intelligence, and how their philosophy differs from their competitors.
AI, Artificial Intelligence, Computer Vision, Cortana, Machine Learning, Microsoft, Natural Language Processing, Speech Recognition
- ADW, free software to measure semantic similarity - Oct 13, 2014.
ADW is a software for measuring semantic similarity of arbitrary pairs of lexical items, from word senses to texts, based on "Align, Disambiguate, and Walk", a WordNet-based state-of-the-art semantic similarity approach. Get it on github.
Natural Language Processing, Semantic Analysis, Similarity, WordNet
