MIPVU: First, annotators determine the contextual meaning of the target word. Then, they look up the word in a dictionary and search for a more basic meaning than the contextual meaning. If a more basic meaning exists, the contextual meaning differs from the basic meaning, and if it can be understood in comparison, then it is judged as a metaphor-related word.

Judge metaphoricity in a systematic way

A primary drawback of relying on intuition is that intuitive judgments are frequently incorrect. This vulnerability arises because instinctual decisions are driven by cognitive and motivational biases rather than being grounded in logical reasoning, objective facts, or scientific evidence.

Limitations of Intuition

Despite its limitations, intuition can occasionally be an advantageous decision-making tool. Continuously weighing every alternative and analyzing all possibilities can lead to paralyzing indecision. In such situations, making rapid choices guided by intuitive feelings can sometimes be superior to relying entirely on strict logical analysis.

Benefits of Intuition

Relying strictly on the method of authority to obtain knowledge is inherently problematic because authority figures are not infallible. They may provide incorrect information, base their conclusions on their own flawed intuition rather than empirical evidence, or possess hidden motives to mislead their audience.

Limitations of the Method of Authority

Because humans lack the natural cognitive capacity for extensive observation, memory, and complex analysis, forming perfectly accurate beliefs is nearly impossible. This cognitive limitation forces people to rely on mental shortcuts to process everyday information and form conclusions.

Cognitive Limits in Belief Formation

Confirmation bias is the cognitive tendency to selectively focus on cases that validate our pre-existing intuitive beliefs while actively disregarding or forgetting cases that contradict them. This mental shortcut leads individuals to reinforce incorrect assumptions by ignoring disconfirming evidence.

Confirmation Bias

Motivational bias is the cognitive tendency to hold onto incorrect intuitive beliefs simply because it is emotionally pleasing or comforting if they were true. People maintain these incorrect beliefs, often despite a lack of empirical evidence, because the beliefs provide hope or foster positive feelings about themselves.

Motivational Bias

Scientists cultivate an attitude of skepticism, which means pausing to consider alternatives and to search for evidence—especially systematically collected empirical evidence—when there is enough at stake to justify doing so. It does not mean being cynical, distrustful, or questioning every claim one comes across.

Scientific Skepticism

Before conducting formal experiments, scientists must first formulate ideas and hypotheses to test. To generate these new concepts, researchers frequently draw upon foundational methods of knowing, including intuition, authority, rationalism, and basic empiricism, before subjecting them to rigorous scientific evaluation.

Idea Generation in the Scientific Method

An everyday example of intuition is believing that a friend is lying to you simply because she is acting strange and avoiding eye contact. This scenario illustrates how knowledge can be acquired through subjective, intuitive feelings about someone's behavior rather than objective evidence, raising the question of whether such sources should be trusted.

Example of Intuition: Friend Lying

Folk psychology encompasses the intuitive beliefs and commonsense notions people naturally develop about human behavior, thoughts, and feelings. Although some of these everyday assumptions are reasonably accurate, scientific research demonstrates that many intuitive beliefs are incorrect, highlighting the necessity of a formal scientific approach to psychology.

Folk Psychology

In the context of research methods, which of the following best defines intuition as a method of knowing?

Intuition is a method of knowing where individuals rely on their instincts, emotions, and gut feelings to guide their understanding rather than examining objective facts or applying rational logic. It involves accepting a belief as true simply because it inherently feels right or because someone's behavior intuitively seems unusual, prompting the need to critically evaluate whether such subjective knowledge should be fully trusted.

Google

University of Michigan - Ann Arbor

Claude

This paper proposes metrics to evaluate the quality of automatically generated metaphors not restricted to similes. The metrics are metaphoricity, novelty, comprehensibility, and overall evaluation.

Evaluation Metrics for Automatically Generated Metaphorical Expressions

"Branch of philosophy that deals with the nature of knowledge and new knowledge creation."

Epistemology

A method of knowing is a conceptual process or approach that individuals use to acquire knowledge, form beliefs, and understand the world. These approaches can be broken down into five main categories, ranging from relying on subjective sources like intuition to depending on empirical evidence. Each category possesses its own unique strengths and weaknesses when it comes to determining whether we should trust the knowledge derived from it.

Method of Knowing

https://kpu.pressbooks.pub/psychmethods4e/

KPU Research Methods in Psychology - 4th American Edition

Intuition

Empiricism is a method of acquiring knowledge that relies on direct observation and personal experience. It forms a foundational way of understanding the world based on what can be seen, heard, or otherwise sensed in the environment.

Empiricism

The Knowledge Vee (or Gowin's Vee heuristic) is a metacognitive tool and model that demonstrates 12 epistemological elements operating in the construction or analysis of knowledge. All elements interact with one another, and while the process of knowledge construction can be initiated from any element, it most commonly begins with a focus question about specific events or objects of interest.

The Knowledge Vee Heuristic

The method of authority is a common approach to acquiring knowledge in which individuals accept new ideas or information as true simply because an authority figure states them. Common sources of this type of knowledge include parents, the media, doctors, religious authorities, the government, and professors. While convenient, this method raises important questions about whether information from these sources should be trusted unconditionally.

Method of Authority

Rationalism is a method of acquiring knowledge that relies on stating premises and following logical rules to arrive at sound conclusions. If the initial premises are correct and logic is applied appropriately, this method provides a valid means of understanding and acquiring new information.

Rationalism

The scientific method is a rigorous process for systematically collecting and evaluating evidence to test ideas and answer questions. While other methods of knowing may generate initial concepts, the scientific method requires controlled observations and logical reasoning to validate those ideas. Although it is highly effective at producing valid knowledge, it is resource-intensive and strictly limited to addressing empirical questions.

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