Language, truth, and LLMs How can LLMs appear to know facts about the world when they are trained only on patterns in language rather than direct experience of reality? Hallucinations shouldn’t surprise us. The real mystery is how these systems get anything right at all.
When someone famous, such as actress Hayden Panettiere, dies, many seem to immediately focus on what caused their death. We seem to feel that it is our right to know the reason for everyone's death. When the person had a history of addiction, most will default to the belief that the person died from drug or alcohol use...
A natural way to decrease hallucinations is every time the authors have new pairs on which to train, they should also again train on the pairs corresponding to well-established facts and rules.
Most research on language and the brain has studied the individual, yet dialogue is the primary form of language use. LaDy aims to link 2 phenomena that capture this joint nature: linguistic alignment in behaviour and neural alignment between brains. Combining EEG hyperscanning with a novel dyadic paradigm, the pro...
A comparison of how LLMs, Neurosymbolics and Semantic AI handle a piece of legislation running to 400 pages. Its structure is typical of legislation, specifications, legal agreements, contracts, where a misunderstood word may cost millions to billions, or someone’s life.
When I proposed this Special Issue, I used the term language processing broadly to encompass not only the perception and processing of speech sounds but also the use of syntactic, semantic, and contextual information during language comprehension [...]
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