Has multimodal learning delivered universal intelligence in healthcare? A comprehensive survey
The rapid development of artificial intelligence has constantly reshaped the field of
intelligent healthcare and medicine. As a vital technology, multimodal learning has …
intelligent healthcare and medicine. As a vital technology, multimodal learning has …
Knowledge graphs meet multi-modal learning: A comprehensive survey
Knowledge Graphs (KGs) play a pivotal role in advancing various AI applications, with the
semantic web community's exploration into multi-modal dimensions unlocking new avenues …
semantic web community's exploration into multi-modal dimensions unlocking new avenues …
Trustllm: Trustworthiness in large language models
Large language models (LLMs), exemplified by ChatGPT, have gained considerable
attention for their excellent natural language processing capabilities. Nonetheless, these …
attention for their excellent natural language processing capabilities. Nonetheless, these …
[HTML][HTML] Position: TrustLLM: Trustworthiness in large language models
Large language models (LLMs) have gained considerable attention for their excellent
natural language processing capabilities. Nonetheless, these LLMs present many …
natural language processing capabilities. Nonetheless, these LLMs present many …
[PDF][PDF] Enhancing contextual understanding of mistral llm with external knowledge bases
M Sasaki, N Watanabe, T Komanaka - 2024 - assets-eu.researchsquare.com
This study explores the enhancement of contextual understanding and factual accuracy in
Language Learning Models (LLMs), specifically Mistral LLM, through the integration of …
Language Learning Models (LLMs), specifically Mistral LLM, through the integration of …
Visual agents as fast and slow thinkers
Achieving human-level intelligence requires refining cognitive distinctions between System
1 and System 2 thinking. While contemporary AI, driven by large language models …
1 and System 2 thinking. While contemporary AI, driven by large language models …
Graph machine learning in the era of large language models (llms)
Graphs play an important role in representing complex relationships in various domains like
social networks, knowledge graphs, and molecular discovery. With the advent of deep …
social networks, knowledge graphs, and molecular discovery. With the advent of deep …
Mitigating hallucination in fictional character role-play
Role-playing has wide-ranging applications in customer support, embodied agents,
computational social science, etc. The influence of parametric world knowledge of large …
computational social science, etc. The influence of parametric world knowledge of large …
On limitations of the transformer architecture
What are the root causes of hallucinations in large language models (LLMs)? We use
Communication Complexity to prove that the Transformer layer is incapable of composing …
Communication Complexity to prove that the Transformer layer is incapable of composing …
On the limits of language generation: Trade-offs between hallucination and mode collapse
Specifying all desirable properties of a language model is challenging, but certain
requirements seem essential. Given samples from an unknown language, the trained model …
requirements seem essential. Given samples from an unknown language, the trained model …