logo
How it worksCoursesResearch CommunitiesBenefitsAbout Us
Schedule Demo
Learn Before
  • Search-Procedure Error in Inference

    Concept icon
Multiple Choice

A model assigns a higher score to output y_best than to y_found, but the system still returns y_found. What is the most likely issue?

0

1

Updated 2026-08-12

Contributors are:

G
Gemini AI
🏆 2

Who are from:

G
Google
🏆 2

Tags

Machine Learning

Deep Learning

Supervised Learning

Dive into Deep Learning @ D2L

Data Science

Machine Learning Strategy

Machine Learning Yearning @ DeepLearning.AI

Related
  • A model assigns a higher score to output y_best than to y_found, but the system still returns y_found. What is the most likely issue?

  • True or False: If a beam search may miss the best candidate, increasing the beam width is a sensible way to reduce that risk.

  • When a scoring model prefers the correct answer, a _____ can still return a different one if it searches only part of the candidate space.

  • Match each notation to its meaning when diagnosing a search problem in inference.

  • Order the steps for telling apart a search problem from a scoring problem.

  • Why a Better Score Does Not Always Produce the Best Output

  • Decoding is the likely source of the translation errors.

  • How can a search method return the wrong result even when its score order is correct?

  • If a decoder chooses the wrong output even though the score model prefers the right one, what should be improved?

  • True or False: A search algorithm issue occurs when the search procedure returns the highest-scoring candidate even though a lower-scoring option would be better.

logo 1cademy1Cademy

Optimize Scalable Learning and Teaching

How it worksCoursesResearch CommunitiesBenefitsAbout UsAll Courses
TermsPrivacyCookieGDPRCopyright

Contact Us

iman@honor.education

Follow Us




© 1Cademy 2026

We're committed to OpenSource on

Github