Natural Language Processing

Large text-to-video models trained on internet-scale data have shown extraordinary capabilities to generate high-fidelity films from arbitrarily written descriptions. However, fine-tuning a pretrained huge model might be prohibitively expensive, making it difficult to adapt these models...
Researchers have proposed a novel approach to enforcing distributional constraints in machine learning models using multi-marginal optimal transport. This approach is designed to be computationally efficient and allows for efficient computation of gradients during backpropagation. Existing methods...

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 Language Instructions Into Executable Robot Actions

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 Capable of Understanding English/Chinese

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 Learning from Human Feedback (RLHF)

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 By Retrieving Code Documentation

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, Deepmind, Anthropic, Baidu, Huawei, Meta AI, AI21 Labs, LG AI Research and NVIDIA

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+ Examples Released

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 Update Regression Issue In NLP Structured Prediction Tasks

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 Artificial Intelligence-Generated Text by Repurposing Prior Human Evaluation Data

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) Approach That Uses Declarative Statements As Corrective Feedback For Neural Models With Bugs

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 Sharing

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...

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