Natural Language Processing
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aiOla Releases Whisper-NER: An Open Source AI Model for Joint Speech...
Speech recognition technology has made significant progress, with advancements in AI improving accessibility and accuracy. However, it still faces challenges, particularly in understanding spoken...
NVIDIA Introduces Hymba 1.5B: A Hybrid Small Language Model Outperforming Llama...
Large language models (LLMs) like GPT-4 and Llama-2 are powerful but require significant computational resources, making them impractical for smaller devices. Attention-based transformer models,...
Fixie AI Introduces Ultravox v0.4.1: A Family of Open Speech Models...
Interacting seamlessly with artificial intelligence in real time has always been a complex endeavor for developers and researchers. A significant challenge lies in integrating...
OpenAI Announces SearchGPT Prototype: An AI-Powered Search Engine Transforming Web Searches...
OpenAI has recently announced the development of SearchGPT, a groundbreaking prototype that revolutionizes how users search for information online. This new AI-driven search feature...
Factory AI Introduces ‘Code Droid’ Designed to Automate and Enhance Coding...
Factory AI has released its latest innovation, Code Droid, a groundbreaking AI tool designed to automate and accelerate software development processes. This release signifies...
Unveiling the Shortcuts: How Retrieval Augmented Generation (RAG) Influences Language Model...
Researchers from Microsoft, the University of Massachusetts, Amherst, and the University of Maryland, College Park, address the challenge of understanding how Retrieval Augmented Generation...
Spotify’s Newest Feature: Using AI to Clone and Translate Podcast Voices...
In the ever-evolving world of podcasting, language barriers have long stood as a formidable obstacle to the global reach of audio content. However, recent...
Meet Brain2Music: An AI Method for Reconstructing Music from Brain Activity...
Who doesn’t love music? Have you ever remembered the rhythm of a song but not the lyrics and can’t figure out the song's name?...
Breaking Down AutoGPT: What It Is, Its Features, Limitations, Artificial General...
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...
Meet XTREME-UP: A Benchmark for Evaluating Multilingual Models with Scarce Data...
The fields of Artificial Intelligence and Machine Learning are solely dependent upon data. Everyone is deluged with data from different sources like social media,...
Best Natural Language Processing (NLP) Tools/Platforms (2023)
An essential area of artificial intelligence is natural language processing (NLP). The widespread use of smart devices (also known as human-to-machine communication), improvements in...
A New Microsoft AI Research Shows How ChatGPT Can Convert Natural...
Large language models (LLMs) that can comprehend and produce language similar to that of humans have been made possible by recent developments in natural...
Meet ChatGLM: An Open-Source NLP Model Trained on 1T Tokens and...
ChatGLM (alpha internal test version: QAGLM) is a chat robot designed specifically for Chinese users. It uses a 100 billion Chinese-English language model with...
Meet ChatLLaMA: The First Open-Source Implementation of LLaMA Based on Reinforcement...
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...
CMU Researchers Propose DocPrompting: A Natural Language To Code Generation Approach...
The source code libraries available to the public are always evolving and expanding. Thus, it is hard for code models to stay up-to-date with...
Top Large Language Models (LLMs) in 2023 from OpenAI, Google AI,...
Large language models are computer programs that can analyze and create text. They are trained using massive amounts of text data, which helps them...
Check Out This Legal NLP Dataset Called ‘MAUD’ With Over 39,000+...
Although large language models have made great strides in recent years, their ability to comprehend legal material still falls short of expectations. The length...
Top ChatGPT Alternatives That You Can Use in 2023
Artificial intelligence research company Open AI has unveiled its most recent chatbot. This chatbot with AI capabilities, called ChatGPT, has been made available for...
This Artificial Intelligence (AI) Paper Presents A Study On The Model...
Model update regression is the term used to describe the decline in performance in some test cases following a model update, even when the...
Salesforce AI Introduces an Automated Method for Evaluating the Quality of...
The growth of over 100 remarkable language translation models and other advances linked to book summarizing or collaborative creative writing highlight recent advancements in...
Researchers From Stanford And Microsoft Have Proposed An Artificial Intelligence (AI)...
The methods currently used to correct systematic issues in NLP models are either fragile or time-consuming and prone to shortcuts. Humans, on the other...
Meta Uses Artificial Intelligence (AI) To Compress Audio Files For Quick...
Even with today's cutting-edge technology, it needs a fast internet connection and lots of storage space to enjoy rich multimedia experiences like sharing high-quality...
Meta AI Researchers Built The First Artificial Intelligence AI-Powered Translation System Under...
Although over half of the world's 7,000+ live languages are predominantly oral and lack a standardized writing system, recent technological advancements in AI translation...
Google AI Introduces Unified Language Learner (UL2 20B): A Breakthrough Language...
One of the overarching goals of machine learning (ML) research is the development of methods for creating models that can accurately interpret and produce...
Check Out How These Illinois Tech AI Researchers Extracted Personal Information...
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...
Meet Consensus: A Search Engine Tool That Uses Artificial Intelligence (AI)...
Scientific research is the most significant and insightful data source ever. However, the people currently producing this information are its current customers. Consensus claims...
Amazon Open-Sources ‘MINTAKA,’ a Complex, Natural, and Multilingual Question-Answering (QA) Dataset...
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...
Researchers at Meta AI Introduce EditEval: An Instruction-Based Benchmark for Text...
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...
Meet ‘AskEdith’: An Artificial Intelligence (AI) Powered English-To-SQL Translator That Lets...
Have you ever wished to "simply get the answer" when looking at an Excel sheet? Or that you could view your database structure without...
Meet ‘Effidit,’ Tencent AI’s New Writing Assistant Powered by Artificial Intelligence
What all things would you expect from your most advanced text assistant, whether you are writing an academic report or a business email? It...
Google Introduces A New AI Robot Model Called ‘PaLM-SayCan’ That Allows...
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...
Researchers From Italy Introduce ‘ferret’: A Novel Python Library for Benchmarking...
Explainable AI (XAI) has seen steady growth in recent years. Innovative methods include calculating Shapley Values, quantifying backward pass gradients, occluding input sections, counterfactual...
With A Vision To Build A ‘Universal Translator’, Meta AI Open-Sources...
Language is also described as a mode of communication utilized by human beings as members of a social group, as participants of a cultural...
AI Researchers From Korea Introduce ‘DailyTalk’, A High-Quality Conversational Speech Dataset...
The most important thing for a Text-to-Speech TTS system is to save and communicate the context of the present discourse. Current TTS models have...
Google AI Introduces Minerva: A Natural Language Processing (NLP) Model That...
Large language models are widely adopted in a range of natural language tasks, such as question-answering, common sense reasoning, and summarization. These models, however,...
Microsoft AI Researchers Open-Source ‘GODEL’: A Large Scale Pre-Trained Language Model...
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...
Salesforce Researchers Open-Source ‘Taichi’: A Python Library For Few-Shot NLP
This Article is written as a summay by Marktechpost Staff based on the article 'TaiChi: Open Source Library for Few-Shot NLP'. All Credit For...
Meta AI Research Releases A Direct Speech-To-Speech Translation (S2ST) Approach That...
This Article is written as a summay by Marktechpost Staff based on the research article 'Advancing direct speech-to-speech modeling with discrete units'. All Credit...
New Amazon AI Study Introduces Pyramid-BERT To Reduce Complexity via Successive...
This Article is written as a summay by Marktechpost Staff based on the paper 'Pyramid-BERT: Reducing complexity via successive core-set based token selection'. All...
Salesforce AI Research Introduces RnG-KBQA: A Novel Framework That Solves Generalization...
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...
Meet Mintlify: The Artificial Intelligence (AI)-Powered Documentation Generator for Your Codebase
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...
Amazon AI Researchers Propose A New Model, Called RescoreBERT, That Trains A...
This Article is written as a summay by Marktechpost Staff based on the Research Paper 'RESCOREBERT: DISCRIMINATIVE SPEECH RECOGNITION RESCORING WITH BERT'. All Credit...
Microsoft Introduce ‘AdaTest’: a Process for Adaptive Testing and Debugging of...
This Article is written as a summay by Marktechpost Staff based on the Research Paper 'Adaptive Testing and Debugging of NLP Models'. All Credit...
CoAuthor: A Human-AI Collaborative Writing Dataset For Improving Language Tools
Large language models (LMs) provide novel opportunities for interface design. Large language models have undoubtedly advanced to the point where they may be compared...
Microsoft AI Researchers Introduces (De)ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial...
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...
Google Researchers Explain The Rephrasing in Google Assistant Based on Context
Context and references drive interaction between people. For example, if asked "Who wrote Romeo and Juliet?" and then asked "Where was he born?", it...
TensorFlow Introduces A New On-Device Embedding-based Search Library That Allows Find...
This Article Is Based On The Research Article 'On-device Text-to-Image Search with TensorFlow Lite Searcher Library'. All Credit For This Research Goes To...
This Germany-based AI Startup is Developing the Next Enterprise Search Engine...
Pitch your startup story at asif@marktechpost.com
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Data is everywhere. However, having access to data does not always...
Amazon Kickstarts Natural Language Understanding By Open-Sourcing ‘MASSIVE’ Speech Dataset
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...
Meet LOVO: A Berkeley-based Next-generation AI Voiceover Startup
Pitch your startup story at asif@marktechpost.com
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Need help in creating ML Research content for your lab/startup? Talk...
Salesforce AI Researchers Introduce Converse: A Task-Oriented Dialogue System That Simplifies...
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...
Now You Can Search On Google With Text And Images At...
Google began rolling out a new Search tool on Thursday that will allow users to search for information using both text and photos at...
Meet GPT-NeoX-20B, A 20-Billion Parameter Natural Language Processing AI Model Open-Sourced...
This research summary is based on the paper 'GPT-NeoX-20B: An Open-Source Autoregressive Language Model'
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In the latest AI...
Amazon Researchers Developed a Universal Model Integration Framework That Allows To...
This summary article is based on Amazon research 'Scalable framework lets multiple text-to-speech models coexist'
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Alexa and other...
Twitter Releases ‘Qurious’ For Next-Generation Data Insights Using Natural Language Queries
This summary is based on Twitter's research 'Next generation data insights using natural language queries'
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Twitter processes over...
Meet ‘CodeGen’: An AI Model That Turns Simple Natural Language Requests...
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...
The Token-Dropping Approach Used By ML Researchers From Google and NYU...
This research summary article is based on the paper 'Token Dropping for Efficient BERT Pretraining'.
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The Pretraining...
Spotify Employs Natural Language Search/Semantic Search For Podcast Episodes
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...
Researchers From UF Health and NVIDIA Build World’s Largest Clinical Language...
A neural network that generates synthetic clinical data is in high demand, as it is a valuable resource that researchers may use to train...
Top AI-Based Content Writing Tools for Marketers in 2022
Machines, without a doubt, are meant to work faster and more efficiently than humans. Artificial intelligence has totally changed market expectations and the speed...
Researchers from BBC and the University of Surrey Use Ethical Forms...
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...
This Document AI Startup Helps Enterprises To Make Automated Decisions From...
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...
Dartmouth Researchers Propose A Deep Learning Model For Emotion-Based Modeling of...
According to the World Health Organization (WHO), mental diseases impact one out of every four people at some point in their lives, according to...
Researchers from Tel Aviv Propose Long-Text NLP Benchmark Called SCROLLS
Although lengthier texts contain a significant quantity of natural language in the wild, NLP benchmarks have always primarily focused on short texts, such as...
Meta AI Introduces Project CAIRaoke: An End-To-End Neural Network-Based Model That...
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...
Deepmind Researchers Probe Image-Language Transformers and Propose SVO Probes for Verb...
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...
H2O.ai Democratizes State-of-the-Art Deep Learning for Data Scientists and Developers with...
Application development that combines sophisticated technologies such as AI and ML is progressing, this time by combining multiple deployment outcomes into a single general-purpose,...
ASAPP AI Researchers Propose a Family of Pre-Trained Models (SEW) for...
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...
Meta AI Introduces ‘Data2vec’ : A Self-Supervised Algorithm That Works For...
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...
OpenAI Releases Three Embedding Model Families To Optimize Text Search, Code...
In the last few decades, neural networks have been used for a wide range of tasks, including image segmentation, natural language processing, and time-series...
Google AI Introduces a Method Called Task-Level Mixture-of-Experts (TaskMoE), that Takes...
Large-scale language model scaling has resulted in considerable quality gains in natural language understanding (T5), generation (GPT-3), and multilingual neural machine translation (M4). One...
Coqui Introduces ‘YourTTS’: A Zero-Sample Text-to-Speech Model With State-of-The-Art (SOTA) Results
Recent advancements in end-to-end deep learning models have enabled new and intriguing Text-to-Speech (TTS) use-cases with excellent natural-sounding outcomes. However, the majority of these...
Researchers Propose A Novel Parameter Differentiation-Based Method That Can Automatically Determine...
In recent years, neural machine translation (NMT) has attracted a lot of attention and has had a lot of success. While traditional NMT is...
Amazon Research Introduces Deep Reinforcement Learning For NLU Ranking Tasks
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...
Baidu And PCL Team Introduce ERNIE 3.0 Titan: A Pre-Training Language...
With recent breakthroughs in AI, humans have become more reliant on AI to address real-world problems. This makes humans' ability to learn and act...
Researchers At Johns Hopkins Introduce A Machine Learning Model That Can...
Human conversation is dynamic, with many exceptions and unexpected ways to express oneself. In recent years, significant progress has been made to help machine...
Microsoft Introduces the Next Generation of the Conversational Language Understanding Client...
The demand for intelligent technologies that can interpret brief text has increased. As increasingly sophisticated solutions are produced, there is a greater need to...
Researchers from the University of Chicago and Tel Aviv University Introduce...
In recent years, neural-based generative models have been at the center of attention for their exceptional capability of creating aesthetically attractive graphical content seemingly...
OpenAI Researchers Find Ways To More Accurately Answer Open-Ended Questions Using...
Long-form question-answering (LFQA), a paragraph-length answer created in response to an open-ended question, is a growing difficulty in NLP. LFQA systems hold the potential...
Meta AI Introduces A New AI Technology Called ‘Few-Shot Learner (FSL)’...
For the training of AI models, a massive number of labeled data points or examples are required. Typically, the number of samples needed is...
MLCommons Releases Both A Multilingual Speech Dataset And A Large 30,000...
The MLCommons Association, an open engineering community, dedicated to making machine learning more accessible to everyone, has released free datasets and technologies to help...
OpenAI Releases A New Feature That Allows Developers To Customize GPT-3,...
GPT-3 is the advanced natural language processing model developed by OpenAI. It returns a natural language text completion in response to any text request,...
Google AI’s New Study Focusses on Understanding What Linguistic Information is...
Language models which are pre-trained, such as BERT and GPT-3, have been getting increasingly popular in Natural Language Processing (NLP) in recent years. Language...
Meta AI Develops A Conversational Parser For On-Device Voice Assistants
A variety of devices such as computers, smart speakers, cellphones, etc., utilize conversational assistants for helping users with tasks ranging from calendar management to...
LinkedIn Formulates Entity Inference As An Inference Problem Using Graph Neural...
LinkedIn allows its users to add information about themselves to their profiles, such as their career history, education, abilities, to name a few. They...
Purdue University Researchers Introduce A Compositional Reader Model That Composes Multiple...
Natural language processing (NLP) is an area of computer science—more specifically, a branch of artificial intelligence (AI)—that deals with computers' capacity to understand the...
Meta/Facebook AI Releases XLS-R: A Self-Supervised Multilingual Model Trained On 128...
Talking to one another is a natural way for people to engage. With advancing speech technology, people are now interacting with devices in day...
A New Study Combines Recurrent Neural Networks (RNNs) With The Concept...
Optimization problems involve determining the best viable answer from a variety of options, which can be seen frequently in both real-world situations and most...
Meta AI Open-Sourced It’s First-Ever Multilingual Model (Won The WMT Competition):...
Machine translation (MT) is the process of employing artificial intelligence to automatically translate text from one language (the source) to another (the destination) (AI)....
University of Waterloo AI Researchers Introduce A New NLP Model ‘AfriBERTa’...
A technology that has been around for years but most often taken for granted is Natural Language Processing(NLP). It is the employment of computational...
MIT AI Researchers Introduce ‘PARP’: A Method To Improve The Efficiency...
Recent developments in machine learning have enabled automated speech-recognition technologies, such as Siri, to learn the world's uncommon languages, which lack the enormous volume...
Hugging Face Introduces ‘Datasets’: A Lightweight Community Library For Natural Language...
As researchers propose new goals, larger models, and unique benchmarks, the size, variety, and the number of publicly available NLP (Natural Language Processing) datasets...
Microsoft Releases Azure Open AI Service With AI Language Model GPT-3...
Microsoft recently announced the launch of a new service that makes AI models from OpenAI available on Microsoft’s Azure platform. The company specifically mentions...
Researchers Introduce ‘Colossal-AI’: A PyTorch-Based Deep Learning System For Large-Scale Parallel...
Deep learning models are already revolutionizing the way we think about AI. One such type is the 'transformer model,' which takes an attention mechanism...
Hugging Face Introduces “T0”, An Encoder-Decoder Model That Consumes Textual Inputs...
Language models use various statistical and probabilistic techniques to predict the probability of a given sequence of words appearing in a phrase. For this,...
Cambridge Quantum (CQ) Open-Sources ‘lambeq’: A Python Library For Experimental Quantum...
Cambridge Quantum ("CQ") announced the release of the world's first toolkit and an open-source library for Quantum Natural Language Processing (QNLP), called 'lambeq'.
Speaking in...
Microsoft and NVIDIA AI Introduces MT-NLG: The Largest and Most Powerful...
Transformer-based language models have made rapid progress in many natural language processing (NLP) applications, thanks to the availability of large datasets, large computation at...
Google AI Introduces ‘FLAN’: An Instruction-Tuned Generalizable Language (NLP) Model To...
To generate meaningful text, a machine learning model needs a lot of knowledge about the world and should have the ability to abstract them....
Microsoft AI Unveils ‘TrOCR’, An End-To-End Transformer-Based OCR Model For Text...
The problem of text recognition is a long-standing issue in document digitalization. Many current approaches for text recognition are usually built on top of...
Baidu AI Research Releases PLATO-XL: World’s First Dialogue Generation (NLP) Model...
Artificial intelligence (AI) applications have a significant impact on our daily lives, making them easier. One of such applications is AI bots that are...