vision transformers Vision Transformers Bring NLP Attention Mechanisms to Image Recognition Transformer models, originally dominating natural language processing through architectures like GPT-3 and BERT, now expand into computer vision tasks. This shift leverages the same attention mechanisms to process images efficiently.
gpt-3 GPT-3 Redefines Language AI with Unprecedented 175 Billion Parameters OpenAI's GPT-3 surpasses its predecessor GPT-2 by over 100 times in scale, featuring 175 billion parameters and training on 570GB of text. This massive language model is now available to beta users through the OpenAI API, sparking widespread interest and diverse demonstrations.
openai OpenAI CEO Warns Against Excessive GPT-3 Hype OpenAI's massive 175 billion parameter GPT-3 model generates widespread excitement with creative writing and coding capabilities. However, the company's own CEO cautions that public enthusiasm greatly outpaces the technology's actual capabilities.
openai OpenAI Unveils GPT-3, a Massive Language Model That Mimics Human Text OpenAI's latest AI, GPT-3, generates remarkably human-like text but lacks true understanding. The massive model is currently in private beta testing ahead of a commercial launch later this year.
mit MIT and Singapore Agency Fund 13 Projects to Advance Trustworthy AI MIT Schwarzman College of Computing and Singapore's Defense Science and Technology Agency provide funding for 13 new artificial intelligence research projects. The initiatives focus on building trustworthy AI, enhancing human cognition, and making AI accessible to everyone.
neurips 2020 NeurIPS 2020 Highlights Advancements in Pre-Trained Language Models Top research teams at NeurIPS 2020 showcase new methods for improving transformer efficiency, reducing gender bias, and advancing multilingual NLP capabilities. Pre-trained language models continue to dominate the conference's natural language processing track.
ai Top AI Research Papers of 2020 Highlight Major Breakthroughs The AI research community overcomes the challenges of 2020 to deliver significant technical breakthroughs, including GPT-3 and advanced object detection models. A new roundup summarizes the ten most essential machine learning papers that define this year's progress.
artificial intelligence 2020 Sees Major AI Advancements in Training Efficiency and Language Models Despite global challenges, 2020 brings significant AI breakthroughs including drastically reduced training costs and the impressive GPT-3 language model. These advancements point toward a future of more accessible and capable artificial intelligence.
nlp Top NLP Language Models Drive AI Progress Amid Scaling Debates Transfer learning and transformer architectures continue to push the boundaries of natural language processing, even as researchers debate the value of simply scaling up computing power. A new roundup highlights the key pretrained models shaping the future of AI text generation and understanding.
openai OpenAI Introduces GPT-3, a Massive 175 Billion Parameter Language Model OpenAI unveils GPT-3, a colossal 175 billion parameter language model that performs remarkably well on various NLP tasks without requiring fine-tuning. The upgraded model demonstrates that scaling up greatly improves task-agnostic, few-shot learning capabilities.
google Google Unveils Meena, a Chatbot That Nears Human Conversation Skills Google introduces Meena, a new chatbot trained on massive amounts of social media data that outperforms competitors in conversational tests. The company holds back a public release to thoroughly check the AI for safety and bias issues.
openai OpenAI Slowly Releases Powerful Fake News AI After Staged Rollout Experiment OpenAI is gradually releasing larger versions of its deceptive text generator GPT-2 after a six-month phased rollout. A new report shows this cautious approach successfully helps researchers anticipate and study the AI's malicious applications.
ai New AI System SpoilerNet Detects Plot Reveals in Reviews Researchers at UC San Diego develop an AI tool called SpoilerNet that identifies spoilers in online reviews with impressive accuracy using data from Goodreads.
nlp Natural Language Processing Emerges as Essential AI Investment for Businesses Natural language processing takes center stage as the most visible form of AI, with experts predicting rapid enterprise adoption. Companies must invest in these communication tools to avoid falling behind and missing out on major productivity gains.
openai OpenAI Withholds Advanced AI Text Generator Over Misuse Fears OpenAI creates a highly coherent text-generating algorithm called GPT-2 but refuses to release the full code to the public due to concerns about potential misuse.