AI Explanation for Multiple Choice Questions

I am reaching out to discuss a project that involves utilizing AI to explain corrections for multiple choice questions. I have a specific requirement that I would like to discuss with you. The project entails the following: Source: I will provide a text source or a brief summary of the relevant information. Question (Multiple Choice): I will provide a set of questions in the form of multiple-choice options. Correction: For each question, I will provide the correct answer (e.g., Option A and Option B ). ( We have 20k questions with more thans 70 source files ) The task is to use the information from the source to explain why each correction is either true or false. The AI should extract relevant text or keywords from the source to provide the explanations Example: Explaining the correct answer for a given question using the provided source information. Here are the details: Source: [ Typical signs: Very specific, help in retaining the diagnosis of GERD Pyrosis: ascending retrosternal burning sensation Acid regurgitation: the upward movement of acidic gastric fluid, perceived as "burning" until the pharynx, without vomiting effort Postural syndrome: worsening/triggering of symptoms by lying down or bending forward (sign of the lace) Postprandial occurrence of symptoms Atypical signs: Less specific Epigastric pain Nausea, belching • Extradigestive signs: ENT manifestations (repeated laryngitis, chronic hoarseness, earache) Pulmonary manifestations (chronic cough, asthma, recurrent pneumonia) Cardiac manifestations: pseudo-anginal chest pain • Alarm signs: Dysphagia General deterioration of health Weight loss Gastrointestinal bleeding Signs of anemia There is no correlation between symptom intensity and the severity of lesions. An esophagogastroduodenal endoscopy should be performed."] Question: What are the typical signs of gastroesophageal reflux? Option A: Pyrosis. Option B: Epigastric pain. Option C: Acid regurgitation. Option D : Nausea. Option E: Banana. Correction: The correct answer is option A/C. Task: I want to explain the correction using the source information." Ai Explanations By using the source informations : Option A : TRue because : Pyrosis is a typical sign of gastroesophageal reflux (GERD), along with other signs such as Acid regurgitation, Postural syndrome, Postprandial occurrence of symptoms Option B : is fulse because : Epigastric pain is a atypical sign of gastroesophageal reflux (GERD), along with other signs such as Nausea, belchin Option C is true because : Acid regurgitation is a typical sign of gastroesophageal reflux (GERD), along with other signs such as Pyrosis, Postural syndrome, Postprandial occurrence of symptoms Option D : Is fulse because : Nausea is a atypical sign of gastroesophageal reflux (GERD), along with other signs such as Epigastric pain, belchin Option E : is fulse because :” Banana” is not mentioned in the source and has no connection to the signs of GERD.