NLP Year in Review — 2019
KDnuggets
JANUARY 23, 2020
comments By Elvis Saravia, Affective Computing & NLP Researcher 2019 was an impressive year for the field of natural language processing (NLP). In this blog Read more »
2019 AI Natural Language Processing 
Say anything: The evolution of multilingual models for natural language processing
Dataconomy
SEPTEMBER 16, 2024
Considering that some languages, notably English, seem to dominate digitally, there is actually a tremendous need for tools that can work across different languages and carry out diverse tasks. Over the past few years, numerous tools have emerged based on multilingual models for natural language processing (NLP).
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Structural ambiguity
Dataconomy
FEBRUARY 27, 2025
This can create confusion in both human language and natural language processing applications, making it a noteworthy topic of study for linguists and technologists alike. Implications in natural language processing Structural and lexical ambiguities pose significant challenges in natural language processing.
Google Duplex
Dataconomy
MARCH 17, 2025
Google Duplex represents a groundbreaking step in AI technology, offering users a seamless way to manage everyday tasks through natural-sounding conversational interactions. In 2019, it received significant updates, including expanded web functionalities. What is Google Duplex? cities to broader access across most U.S.
Rain AI shook hands with OpenAI
Dataconomy
DECEMBER 4, 2023
OpenAI, the leading non-profit AI research company, has signed a letter of intent with Rain AI , a startup developing neuromorphic processors (NPUs) specifically tailored for AI applications. In recent years, the need for specialized hardware has become increasingly evident for AI technologies.
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Top Stories, Oct 7-13: 10 Free Top Notch Natural Language Processing Courses; The Last SQL Guide for Data Analysis You’ll Ever Need
KDnuggets
OCTOBER 14, 2019
Also: Activation maps for deep learning models in a few lines of code; The 4 Quadrants of Data Science Skills and 7 Principles for Creating a Viral Data Visualization; OpenAI Tried to Train AI Agents to Play Hide-And-Seek but Instead They Were Shocked by What They Learned; 10 Great Python Resources for Aspiring Data Scientists.
Alien contact: Harvard professor foresees AI as first point of communication
Dataconomy
JUNE 21, 2023
According to a Harvard professor, AI will be used by aliens to speak with us instead of humans as their first point of contact. The Harvard professor AI predictions show the dangers of AI. That implies that it’s possible for their AI to communicate with other AI and ignore people, which is a little unsettling to consider.
Top Stories, Oct 21-27: Everything a Data Scientist Should Know About Data Management; How YouTube is Recommending Your Next Video
KDnuggets
OCTOBER 28, 2019
Also: Introduction to Natural Language Processing (NLP); Anomaly Detection, A Key Task for AI and Machine Learning, Explained; How to Become a (Good) Data Scientist — Beginner Guide.
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Top 9 AI conferences and events in USA – 2023
Data Science Dojo
OCTOBER 10, 2023
AI conferences and events are organized to talk about the latest updates taking place, globally. The global market for artificial intelligence (AI) was worth USD 454.12 The global market for artificial intelligence (AI) was worth USD 454.12 Why must you attend AI conferences and events? billion by 2032. billion by 2032.
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Hyperautomation
Dataconomy
MARCH 5, 2025
Hyperautomation is transforming the landscape of enterprise operations by merging multiple technologies into a cohesive approach that streamlines processes and enhances efficiency. Artificial intelligence and machine learning AI and ML technologies play a critical role in enhancing automation capabilities. What is hyperautomation?
Wouldn’t you like to halve your workload and double your earnings?
Dataconomy
JULY 4, 2023
Hyper automation, which uses cutting-edge technologies like AI and ML, can help you automate even the most complex tasks. It’s also about using AI and ML to gain insights into your data and make better decisions. Hyper automation is the game-changer you’ve been looking for.
Is ChatGPT 4.5 leak real? Altman answered
Dataconomy
DECEMBER 15, 2023
about to revolutionize the AI landscape, or was this just another case of misinformation gone viral? leak created a whirlwind of excitement and speculation within the AI community. It marked a significant advancement in natural language processing and understanding. Was ChatGPT 4.5 billion parameters.
OpenAI
Dataconomy
APRIL 8, 2025
Established by visionary leaders dedicated to ensuring AI’s safe development, OpenAI remains committed to advancing machine learning while addressing ethical considerations. Key historical events The journey of OpenAI is marked by significant milestones that reflect its dedication to AI development. What is OpenAI?
Origins of Generative AI and Natural Language Processing with ChatGPT
ODSC - Open Data Science
JUNE 9, 2023
Joining in on the fun, we used ChatGPT to help us explore some of the key innovations over the past 50 years of AI. Once a set of word vectors has been learned, they can be used in various natural language processing (NLP) tasks such as text classification, language translation, and question answering.
Unlocking complex problem-solving with multi-agent collaboration on Amazon Bedrock
JANUARY 14, 2025
Large language model (LLM) based AI agents that have been specialized for specific tasks have demonstrated great problem-solving capabilities. The research team at AWS has worked extensively on building and evaluating the multi-agent collaboration (MAC) framework so customers can orchestrate multiple AI agents on Amazon Bedrock Agents.
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NYU AI School Publishes 2022 Lectures
NYU Center for Data Science
MARCH 15, 2023
The recent iteration of the free online course focuses on introductory lectures in artificial intelligence and machine learning With the goal of improving access to artificial intelligence education, the NYU AI School offers a free week-long machine learning course, including lectures, labs, and panel discussions with leading AI experts.
When will GPT 5 be released, and what should you expect from it?
Dataconomy
APRIL 3, 2023
Everything you need to know about GPT5 First things first, what does GPT mean, and what does GPT stand for in AI ? A generative pre-trained transformer (GPT) is a large language model (LLM) neural network that can generate code, answer questions, and summarize text, among other natural language processing tasks. GPT
Microsoft Word gets ChatGPT integration with new ‘Ghostwriter’ third-party add-in
FEBRUARY 1, 2023
Microsoft CEO Satya Nadella said recently that every Microsoft product will eventually have AI capabilities. Existing integrations of OpenAI technology in Microsoft products include GitHub Copilot , which gives software developers a virtual AI pair programmer to suggest code and functions as they write programs.
From checkers to chess: A brief history of IBM AI
IBM Journey to AI blog
AUGUST 13, 2024
While the growing popularity of consumer AI chatbots have led many companies to recently enter the artificial intelligence (AI) space, IBM’s journey with AI has been decades in the making. In the following two decades, IBM continued to advance AI with research into machine learning, algorithms, NLP and image processing.
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Anthropic Claude 3.5 Sonnet ranks number 1 for business and finance in S&P AI Benchmarks by Kensho
AWS Machine Learning Blog
JULY 9, 2024
Sonnet currently ranks at the top of S&P AI Benchmarks by Kensho , which assesses large language models (LLMs) for finance and business. Kensho is the AI Innovation Hub for S&P Global. The evaluation tasks S&P AI Benchmarks evaluates LLMs using a wide range of questions concerning finance and business.
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10 best AI tools for business: Top AI business solutions
Dataconomy
OCTOBER 27, 2023
AI is already a top priority in many businesses, as demonstrated by the fact that 80% of companies in the retail sector some form of AI by 2025. The proper use of AI helps companies to streamline their processes and create faster, leading to massive time and money savings. The content generation process at HIX.AI
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Medical content creation in the age of generative AI
AWS Machine Learning Blog
JULY 3, 2024
Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. Could LLMs, with their advanced text generation capabilities, help streamline this process by assisting brand managers and medical experts in their generation and review process? Language Models are Few-Shot Learners.
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The Blurring Lines Between AI Academia and Industry
Dataconomy
OCTOBER 22, 2024
The world of AI research is in constant flux, with breakthroughs emerging at a dizzying pace. Increasingly, big tech companies play a pivotal role in AI research, blurring the lines between academia and industry. Increasingly, big tech companies play a pivotal role in AI research, blurring the lines between academia and industry.
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AI trends in 2023: Graph Neural Networks
AssemblyAI
MARCH 21, 2023
While AI systems like ChatGPT or Diffusion models for Generative AI have been in the limelight in the past months, Graph Neural Networks (GNN) have been rapidly advancing. Traditional AI methods have been designed to extract information from objects encoded by somewhat “rigid” structures.
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How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model
AWS Machine Learning Blog
DECEMBER 18, 2024
AIs transformative impact extends throughout the modern business landscape, with telecommunications emerging as a key area of innovation. Fastweb , one of Italys leading telecommunications operators, recognized the immense potential of AI technologies early on and began investing in this area in 2019.
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Hypernetworks and Long-Form AI: Jason Phang’s Transformative Research in NLP
NYU Center for Data Science
DECEMBER 1, 2023
This approach paves a path toward a future where AI can be rapidly tailored to specific contexts or requirements, a stark contrast to the current, resource-intensive model training methods. PEGASUS-X is an extension of PEGASUS, an existing model introduced in 2019.
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Smart Data Collective
JULY 23, 2021
billion in 2019. AI-powered chatbots have tremendous benefits for businesses. Naturally, since AI-powered chatbots aren’t humans, they have their limitations. To perform its function , a chatbot will use advanced machine learning and natural language processing algorithms. What does this tell us?
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Behind the glory: the dark sides of AI models that big tech will not tell you.
Towards AI
FEBRUARY 10, 2023
Last Updated on February 13, 2023 by Editorial Team Author(s): Lan Chu Originally published on Towards AI. In this article, I aim to bring attention to the importance of knowing that, even though large AI models are impressive, there are often unacknowledged costs behind them.
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Meet the winners of the Research Rovers: AI Research Assistants for NASA Challenge
DrivenData Labs
DECEMBER 10, 2023
We are very interested in how AI-based research assistants can help NASA, and we received a diverse variety of cutting-edge AI approaches from around the globe in the Research Rovers challenge. degree in AI and ML specialization from Gujarat University, earned in 2019. He holds an M.S.
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Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock
AWS Machine Learning Blog
NOVEMBER 1, 2024
Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. This process involves updating the model’s weights to improve its performance on targeted applications.
2022: We reviewed this year’s AI breakthroughs
Applied Data Science
DECEMBER 23, 2022
Linking to demos so that you can also review them yourself Have you been finding the leaps of AI in the last past years impressive? This was one of the first appearances of an AI model used for Text-to-Image generation. Galactica is a language model by Meta AI customised for scientific research . The world was hooked.
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How is artificial intelligence in surgery and healthcare changing our lives?
Dataconomy
JUNE 8, 2023
AI has become integral to our daily lives, and now the science world is exploring the potential of artificial intelligence in surgery. AI-powered healthcare solutions are transforming the way diagnoses are made and treatment plans are personalized. One of the areas where AI shows immense promise is in medical diagnostics.
Learn how to Build and Deploy a Chatbot in Minutes using Rasa (IPL Case Study!)
Analytics Vidhya
APRIL 28, 2019
Introduction Have you ever been stuck at work while a pulsating cricket match was going on? You need to meet a deadline but you. The post Learn how to Build and Deploy a Chatbot in Minutes using Rasa (IPL Case Study!) appeared first on Analytics Vidhya.
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Top NLP Skills, Frameworks, Platforms, and Languages for 2023
ODSC - Open Data Science
FEBRUARY 17, 2023
Natural language processing (NLP) has been growing in awareness over the last few years, and with the popularity of ChatGPT and GPT-3 in 2022, NLP is now on the top of peoples’ minds when it comes to AI. Companies are finding NLP to be one of the best applications of AI regardless of industry.
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The journey of PGA TOUR’s generative AI virtual assistant, from concept to development to prototype
AWS Machine Learning Blog
MARCH 14, 2024
Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.
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Explosion in 2019: Our Year in Review
Explosion
DECEMBER 28, 2019
As 2019 draws to a close and we step into the 2020s, we thought we’d take a look back at the year and all we’ve accomplished. Jan 15: The year started out with us as guests on the NLP Highlights podcast , hosted by Matt Gardner and Waleed Ammar of Allen AI. was released – our first major upgrade to Prodigy for 2019.
BERT
Dataconomy
FEBRUARY 19, 2025
BERT is an open source machine learning framework for natural language processing (NLP) that helps computers understand ambiguous language by using context from surrounding text. In October 2019, Google applied BERT to its U.S.-based This has led to more relevant results for about 10% of U.S.
What Is a Transformer Model?
Hacker News
MARCH 25, 2022
If you want to ride the next big wave in AI, grab a transformer. They’re driving a wave of advances in machine learning some have dubbed transformer AI. Stanford researchers called transformers “foundation models” in an August 2021 paper because they see them driving a paradigm shift in AI. The Virtuous Cycle of Transformer AI.
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Modern NLP: A Detailed Overview. Part 2: GPTs
Towards AI
JULY 23, 2023
Last Updated on July 25, 2023 by Editorial Team Author(s): Abhijit Roy Originally published on Towards AI. In the first part of the series, we talked about how Transformer ended the sequence-to-sequence modeling era of Natural Language Processing and understanding.
Fast and cost-effective LLaMA 2 fine-tuning with AWS Trainium
AWS Machine Learning Blog
OCTOBER 5, 2023
For more resources on using Trainium for distributed pre-training and fine-tuning your generative AI models using NeMo Megatron, refer to AWS Neuron Reference for NeMo Megatron. He is passionate about applying machine learning, optimization, and generative AI techniques to various real-world problems. Youngsuk Park is a Sr.
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New Case Studies Show Promising Potential for Writing Content with Machine Learning
Smart Data Collective
FEBRUARY 24, 2021
You might have received a lengthy email from your coworker, and you could simply press on the ‘Got it’ response suggested by Google’s AI algorithm to compose your reply. Can AI replace humans in coming up with better creative content? It is a great example of the power of AI in writing content.
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AI And Data: A Pain Or Gain? Here’s What The Future Looks Like
Smart Data Collective
DECEMBER 19, 2019
Yes, it’s AI again! Artificial Intelligence (AI) is always in the limelight from the last couple of years. So, AI is on whose side? Will data be compromised in making a future with AI? But before I start, let’s take a glimpse of how the global AI market looks like. What Type of Cybersecurity Threats Can AI Bring?
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Build a contextual chatbot application using Knowledge Bases for Amazon Bedrock
AWS Machine Learning Blog
FEBRUARY 19, 2024
Therefore, a managed solution that handles these undifferentiated tasks could streamline and accelerate the process of implementing and managing RAG applications. Knowledge Bases for Amazon Bedrock Knowledge Bases for Amazon Bedrock is a serverless option to build powerful conversational AI systems using RAG.
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AI’s insatiable hunger for energy
Dataconomy
JUNE 7, 2024
Recently artificial intelligence (AI) has shown very rapid growth. AI’s growth requires a lot of energy, and our world may not be ready. As AI technologies continue to develop and expand, so does their energy consumption. On top of that, the rise of AI is creating a new paradigm in energy consumption.
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