Beam Search

بحث الحزمة

خوارزمية فك ترميز تحافظ على عدة تسلسلات مرشّحة (حزم) عند كل خطوة، مختارةً التسلسل الأعلى احتمالاً إجمالياً بدلاً من الاختيار الجشع.

A decoding algorithm that maintains multiple candidate sequences (beams) at each step, selecting the most probable overall sequence rather than greedily choosing the best token.

Also translated asالبحث الشعاعي، البحث عبر أشعة الاحتمالات الأعلى، التقصي متعدد المسارات المتوازية للمخرجات، فك الترميز بالحزمة

First appears in this corpus in: Sequence to Sequence Learning with Neural Networks (2014)

Appears in these papers

BART: Denoising Sequence-to-Sequence Pre-Training for Natural Language Generation, Translation, and Comprehension2019 in the sky ✦
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin2015 in the sky ✦
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin2015 in the sky ✦
Fusion-in-Decoder: Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering2021 in the sky ✦
Google's Neural Machine Translation System: Bridging the Gap Between Human and Machine Translation2016 in the sky ✦
Google's Neural Machine Translation System: Bridging the Gap Between Human and Machine Translation2016 in the sky ✦
When Does Label Smoothing Help?2019 in the sky ✦
Efficient Memory Management for Large Language Model Serving with PagedAttention2023 in the sky ✦
Efficient Memory Management for Large Language Model Serving with PagedAttention2023 in the sky ✦
Self-Consistency Improves Chain of Thought Reasoning in Language Models2022 in the sky ✦
Self-Consistency Improves Chain of Thought Reasoning in Language Models2022 in the sky ✦
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection2023 in the sky ✦
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection2023 in the sky ✦
Sequence to Sequence Learning with Neural Networks2014 in the sky ✦
Sequence to Sequence Learning with Neural Networks2014 in the sky ✦
Show and Tell: A Neural Image Caption Generator2015 in the sky ✦
Show and Tell: A Neural Image Caption Generator2015 in the sky ✦
Tree of Thoughts: Deliberate Problem Solving with Large Language Models2023 in the sky ✦
Tree of Thoughts: Deliberate Problem Solving with Large Language Models2023 in the sky ✦
Robust Speech Recognition via Large-Scale Weak Supervision2022 in the sky ✦