Natural Language Understanding (NLU)

Speech recognition technology has made significant progress, with advancements in AI improving accessibility and accuracy. However, it still faces challenges, particularly in understanding spoken...

Factory AI has released its latest innovation, Code Droid, a groundbreaking AI tool designed to automate and accelerate software development processes. This release signifies...

Introduction  Generative AI is evolving and getting popular. Since its introduction, new models and research papers are getting released almost every other day. The major...

A team of researchers from the University of Science and Technology of China has developed a novel machine-learning model for lip-to-speech (Lip2Speech) synthesis. The...

Meta has recently released LLaMA, a collection of foundational large language models ranging from 7 to 65 billion parameters. LLaMA is creating a lot of...

Large language models are computer programs that can analyze and create text. They are trained using massive amounts of text data, which helps them...

Artificial intelligence research company Open AI has unveiled its most recent chatbot. This chatbot with AI capabilities, called ChatGPT, has been made available for...

Everything a person learns, for example, a child learning to walk or a person learning to play guitar, requires assessment. Our educators and coaches...

Many people who regularly use social media, cell phones, home security cameras, and location trackers don't realize the full extent of their data. They...

Question answering is to learn predicting answers to a given question using machine learning. While many cutting-edge question-answering models perform well when asked simple...

For various applications, including question answering, textual entailment, and summarization, large pre-trained language models have demonstrated excellent text production capabilities. However, most work using...

Have you ever wished to "simply get the answer" when looking at an Excel sheet? Or that you could view your database structure without...

Most AI models in medical machine learning need labeled or annotated datasets for training since it teaches the models to recognize diseases accurately. Since...

What all things would you expect from your most advanced text assistant, whether you are writing an academic report or a business email? It...

PaLM-SayCan is the first implementation that uses a large-scale language model to plan for a real robot. It is a novel approach that uses...

Language is also described as a mode of communication utilized by human beings as members of a social group, as participants of a cultural...

Recent developments in machine learning have made virtual assistants reliable for various activities, including restaurant recommendations, bill-paying assistance, and appointment reminders. A novel work by...

This Article is written as a summay by Marktechpost Staff based on the research paper 'RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question...

Software documentation is important because it helps developers and other stakeholders understand code. However, it can be time-consuming and expensive to produce. Junior engineers...

This Article is written as a summay by Marktechpost Staff based on the Research Paper 'RESCOREBERT: DISCRIMINATIVE SPEECH RECOGNITION RESCORING WITH BERT'. All Credit...

Large language models (LMs) provide novel opportunities for interface design. Large language models have undoubtedly advanced to the point where they may be compared...

While there are several benefits to using Artificial Intelligence, there are also drawbacks to this cutting-edge technology. One example is the creation of inappropriate...

This Article Is Based On The Research 'Controlled Data Generation via Insertion Operations for NLU'. All Credit For This Research Goes To The Researchers...

This Article Is Based On The Amazon article 'Amazon releases 51-language dataset for language understanding'. All Credit For This Research Goes To The Amazon...

Pitch your startup story at [email protected] Please don't forget to join our ML Subreddit Need help in creating ML Research content for your lab/startup? Talk...

This summary article is based on the paper. 'Converse: A Tree-Based Modular Task-Oriented Dialogue System' and all credit goes to the authors of this...

This summary is based on Twitter's research 'Next generation data insights using natural language queries' Please don't forget to join our ML Subreddit Twitter processes over...

Please don't forget to join our ML Subreddit Imagine being able to tell a machine to write an app simply by telling it what the...

This research summary article is based on the paper 'Token Dropping for Efficient BERT Pretraining'. Please don't forget to join our ML Subreddit The Pretraining...

Many of us find it difficult to keep up with the daily flood of documents in our inboxes. These could be reports, reviews, briefs,...

This article is based on Spotify/s research article 'Introducing Natural Language Search for Podcast Episodes' Users don't always input the precise words they are searching...

PLMs (pre-trained language models) have excelled at a variety of natural language processing (NLP) tasks. Auto-encoding and auto-regressive PLMs are the most common classifications...

Machines, without a doubt, are meant to work faster and more efficiently than humans. Artificial intelligence has totally changed market expectations and the speed...

Remark on the information before publishing the soccer results, "Look away now if you don't want to know the score." Consider what might happen...

Most enterprises are usually burdened with the task of manually entering data from consumer documents that are highly time-consuming and prone to errors and...

According to the World Health Organization (WHO), mental diseases impact one out of every four people at some point in their lives, according to...

Although lengthier texts contain a significant quantity of natural language in the wild, NLP benchmarks have always primarily focused on short texts, such as...

The need of the hour is a better conversational AI, not just AI assistants who can't do more than what has been fed. AI...

Fine-tuning is required for a range of functions performed by multimodal image–language transformers. Researchers worldwide are interested in whether these algorithms can detect verbs...

Recent research in natural language processing and computer vision has aimed to increase the efficiency of pre-trained models to reduce the financial and environmental...

Many critical recent developments in AI have been enabled by self-supervised learning. Machines learn by directly observing the world rather than being explicitly instructed...

In recent years, voice-based virtual assistants such as Google Assistant and Amazon Alexa have grown popular. This has presented both potential and challenges for...