这是Lost in the Middle: How Language Models Use Long Contexts 的阅读笔记 LLM 支持越来越长的上下文。实现 RAG时,在生成阶段是不是应该提供尽可能多的知识给 LLM?根据论文的结论,答案是否定的。 多文档问答实验 这个实验比较接近 RAG 的场景。多文档里的“文档”指的就是 RAG 检索出来的知识,测试的 Prompt...
其中Multi-Document QA中选用的dataset 更贴合RAG实际场景,k个document均为粗排召回与question十分相关的document。 可以看到我们的方法通过提高prompt中的信息密度能够有效的提升performance,缓解lost in the middle现象,尤其是经过reorder之后。 其次,即使单独使用LongLLMLingua中Coarse-level Question-aware的方法,也能取得不...
package cc.unitmesh.rag.documentobject DocumentOrder {/** * Los in the middle reorder: the most relevant will be at the * middle of the list and more relevant elements at beginning / end. * See: https://arxiv.org/abs//2307.03172""" ...
1.To be unsuccessful in retaining possession of; mislay:He's always losing his car keys. 2. a.To be deprived of (something one has had):lost her art collection in the fire; lost her job. b.To be left alone or desolate because of the death of:lost his wife. ...
shirt - a garment worn on the upper half of the body camise - a loose shirt or tunic; originally worn in the Middle Ages daishiki, dashiki - a loose and brightly colored African shirt dickey, dickie, dicky, shirtfront - a man's detachable insert (usually starched) to simulate the fr...
And even when he and I met in the middle of China, with his mind a blank and his past a mystery, there was still that queer core of attractiveness in him.” Rutherford paused reminiscently and then continued: “As you can imagine, we renewed our old friendship on the ship. I told...
I am in the middle of rush. 我正在忙。 I got in. 我被录取了。 I got a situation. 我遇到麻烦了。 I messed up. 我搞砸了。 Give him a round of applause.He earned it. 给他掌声。这是他应得的。 Have you lost your mind?
stand-in (47 episodes, 2004-2006) Norman Kali ... production assistant / production staff (46 episodes, 2005-2009) Matt Ragghianti ... assistant to writer (45 episodes, 2004-2006) Paul Dini ... consultant / story editor (44 episodes, 2004-2006) Lisa Higuchi ... production assist...
a在P2 H stair N4 楼道发现一块厨房用的抹布,已经交还厨房的员工。 In P2 H stair the N4 corridor discovered the kitchen uses together the cleaning rag, already returned the kitchen staff.[translate] ainitial cooperation 最初的合作[translate] ...
I was in 843 the island NA and I transferred to aberration server 796 NA and we just beat Rockwell on gamma but when I tried to spawn in it kicked me from the game and said lost connection so I was like okay cool I’ll just reaload and I’ll be fine but when I r...