Hallucinations in large language models (LLM) and their causes
The emergence of large language models (LLM) such as Llama, PaLM and GPT-4 has revolutionized ...
Tag: language
Breaking the language barrier for everyone: Sparsely closed MoE models close the gap in neural machine translation
Machine translation, a critical area within natural language processing (NLP), focuses on developing algorithms to automatically translate text from one ...
Demonstration Iterated Task Optimization (DITTO): A new AI method that aligns language model results directly with demonstrated user behaviors
Language models (LMs) are designed to reflect a wide range of voices, generating results that do not perfectly match any ...
Beyond Quadratic Bottlenecks: Mamba-2 and the State Space Duality Framework for Efficient Language Modeling
Machine learning has seen significant advances, with Transformers emerging as a dominant architecture in language modeling. These models have revolutionized ...
Beyond the Reference Model: SimPO Unlocks Efficient and Scalable RLHF for Large Language Models
artificial intelligence is continually evolving and focuses on algorithm optimization to improve the performance and efficiency of large language models ...
Pre-training genomic language models using AWS HealthOmics and Amazon SageMaker
Genomic language models are a new and exciting field in the application of large language models to challenges in genomics. ...
CBRE and AWS perform natural language queries of structured data using Amazon Bedrock
This is a guest post co-written with CBRE. CBRE is the world’s largest commercial real estate services and investment firm, ...
The emergence of super-tiny language models (STLM) for sustainable AI transforms the field of NLP
Natural language processing (NLP) has many applications, including machine translation, sentiment analysis, and conversational agents. The advent of LLMs has ...
Missouri approves 95 percent of group programs as recommended supplemental resources for English language arts
Lincolnshire, Illinois – Today 95 percent LLC groupthe trusted source for comprehensive, proven literacy solutions, announced that the Missouri Department ...
Arizona State University Researchers Evaluate ReAct Prompts: The Role of Example Similarity in Improving Reasoning of Large Language Models
Large language models (LLM) have advanced rapidly, especially in natural language processing (NLP) and natural language understanding (NLU). These models ...
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