Tag

Nlp

All articles tagged with #nlp

technology1 year ago•3 min saved

"AI Innovators at Nvidia GTC: Beyond Transformers, Creating Something Better"

The creators of the landmark 'Attention is All You Need' paper, which introduced Transformers, gathered at Nvidia GTC to discuss the need for advancements beyond Transformers in AI models. They expressed the desire for something better and more efficient, highlighting the limitations of the current Transformer architecture and the need for new breakthroughs. The group emphasized the importance of not just being better, but also clearly and obviously better in order to catalyze momentum for a shift to a new architecture.

via VentureBeat|

#ai #neural-networks #nlp

technology2 years ago•0 min saved

Demystifying AI Lingo: NLP to Neural Networks Explained

This special report delves into the future of various industries, including work, transportation, health, and education. It explores topics such as Meta's quieter cubicle, weird-looking planes, smarter exercise methods, and the pandemic's impact on education. Additionally, it discusses emerging technologies like NLP and neural networks that are shaping the future of AI.

via The Wall Street Journal|

#ai #education #future

technology2 years ago•3 min saved

"XLang NLP Lab Introduces Lemur: The Ultimate Text and Code Balancing Language Model"

XLang NLP Lab and Salesforce Research have collaborated to develop Lemur and Lemur-chat, open pretrained large language models (LLMs) that excel in both text and code-related tasks. Lemur is trained on a vast corpus of code-intensive data and fine-tuned on public instructional and dialog data, resulting in enhanced coding and grounding abilities while maintaining competitive textual reasoning and knowledge performance. Lemur surpasses other open-source LLMs on coding benchmarks, while Lemur-chat outperforms other supervised fine-tuned models in bridging the gap between text and code in conversational contexts. The project aims to reshape the language model technology landscape and provide a powerful tool for developers, researchers, and organizations navigating the intersection of language and technology.

via MarkTechPost|

#ai #language-models #lemur

artificial-intelligence2 years ago•2 min saved

Microsoft AI Research Develops APO Framework for LLM Prompt Optimization

Microsoft AI Research has introduced Automatic Prompt Optimization (APO), a general and nonparametric prompt optimization algorithm inspired by numerical gradient descent. APO automates and improves the process of prompt development for Large Language Models (LLMs) by using mini-batches of training data to obtain natural language "gradients" that describe the flaws in a given prompt. APO consistently outperformed the baselines on various NLP tasks, including jailbreak detection, hate speech detection, fake news detection, and sarcasm detection, highlighting its potential to raise the efficiency of big language models.

via MarkTechPost|

#artificial-intelligence #gradient-descent #large-language-models

gaming2 years ago•2 min saved

Square Enix's AI Tech breathes new life into classic visual novel.

Square Enix is re-releasing the 1983 murder mystery visual novel, The Portopia Serial Murder Case, on Steam as an "AI tech preview" with natural language processing and understanding technology. The game originally required players to type commands to interact with characters, and Square Enix is experimenting with using AI to better understand and generate responses to these commands. However, the publisher's vision for the future of AI in gaming has been criticized for potentially stripping the humanity out of games.

via Rock Paper Shotgun|

#ai #gaming #nlg