High-resolution samples from Stability AI's 8B rectified flow model In this article, we delve into ten groundbreaking research papers that expand the frontiers of AI across diverse domains, including large language models, multimodal processing, video generation and editing, and the creation of interactive environments. Produced by leading research labs such as Meta, Google … [Read more...] about Advancing AI in 2024: Highlights from 10 Groundbreaking Research Papers
Conversational AI Papers
The GenAI Frontier: 10 Transformative LLM Research Papers of 2023 from LLaMA to GPT-4
Generated with DALL-E 3 In the rapidly evolving landscape of Natural Language Processing, 2023 emerged as a pivotal year, witnessing groundbreaking research in the realm of Large Language Models (LLMs). These LLMs, characterized by their vast parameter sizes and impressive capabilities, played a central role in shaping the future of AI applications. This introduction … [Read more...] about The GenAI Frontier: 10 Transformative LLM Research Papers of 2023 from LLaMA to GPT-4
Most Powerful 7 Language (LLM) and Vision Language Models (VLM) Transforming AI in 2023
In the rapidly evolving field of artificial intelligence, natural language processing has become a focal point for researchers and developers alike. Building on the foundations of Transformer architecture and BERT’s bidirectional upgrade, several groundbreaking language models have emerged in recent years, pushing the boundaries of what machines can understand and … [Read more...] about Most Powerful 7 Language (LLM) and Vision Language Models (VLM) Transforming AI in 2023
State-of-the-art Approaches to Building Open-Domain Conversational Agents
This research summary is part of our Conversational AI series which covers the latest AI & machine learning approaches in the following areas: Open-domain chatbotsTask-oriented chatbotsDialog datasetsEvaluation metrics In this piece, we start by covering the cutting-edge approaches to building open-domain dialog agents. 2020 is the breakthrough year for open-domain … [Read more...] about State-of-the-art Approaches to Building Open-Domain Conversational Agents
Key Research Advances in Building Task-Oriented Dialog Agents
This research summary is part of our Conversational AI series which covers the latest AI & machine learning approaches in the following areas: Open-domain chatbotsTask-oriented chatbotsDialog datasetsEvaluation metrics In this research summary, we feature some of the most interesting novel approaches to improving the performance of task-oriented, or goal-oriented, … [Read more...] about Key Research Advances in Building Task-Oriented Dialog Agents
Novel Datasets For Open-Domain & Task-Oriented Dialogs
This research summary is part of our Conversational AI series which covers the latest AI & machine learning approaches in the following areas: Open-domain chatbotsTask-oriented chatbotsDialog datasetsEvaluation metrics In this post, we review the recently introduced datasets for training, validating, and evaluating dialog systems. Recent progress in language … [Read more...] about Novel Datasets For Open-Domain & Task-Oriented Dialogs
New Ways to Evaluate Open-Domain Conversational Agents
This research summary is part of our Conversational AI series which covers the latest AI & machine learning approaches in the following areas: Open-domain chatbotsTask-oriented chatbotsDialog datasetsEvaluation metrics In this last part of the series, we discuss the latest approaches to evaluation of dialog agents. Evaluating open-domain dialog agents remains a … [Read more...] about New Ways to Evaluate Open-Domain Conversational Agents
The Latest Breakthroughs in Conversational AI Agents
2020 is the breakthrough year for conversational agents. First, Google’s chatbot Meena and Facebook’s chatbot Blender demonstrated that dialog agents can achieve close to human-level performance in certain tasks. Then, OpenAI’s GPT-3 model made lots of people wonder whether Artificial General Intelligence (AGI) is already here. While we are still a long way off true AGI, … [Read more...] about The Latest Breakthroughs in Conversational AI Agents
10 Important Research Papers In Conversational AI From 2019
Conversational AI is becoming an integral part of business practice across industries. More companies are adopting the advantages chatbots bring to customer service, sales, and marketing. Even though chatbots are becoming a “must-have” asset for leading businesses, their performance is still very far from human. Researchers from major research institutions and tech leaders … [Read more...] about 10 Important Research Papers In Conversational AI From 2019
Top Research Papers in Conversational AI For Chatbots And Intelligent Agents
UPDATE: We've also summarized the top 2019 Conversational AI research papers. Conversational interfaces are permeating all aspects of our digital experiences. Digital assistants work alongside human agents to provide customer support. Chatbots are used to both market products and enable their purchases. IoT and other smart devices like Google Home or Amazon Echo enable … [Read more...] about Top Research Papers in Conversational AI For Chatbots And Intelligent Agents