COMMONSENSEQA: A Question Answering Challenge Targeting Commonsense Knowledge
【笔记4-1】近期论文笔记--基于常识的问答数据集CommonsenseQA
/commonsenseqa （一）论文概述 数据集提出的动机：当人们回答问题时，往往会利用自身了解的知识结合特定的背景。但目前的机器阅读理解集中在回答一些文章内容相关的问题，不需要一般知识背景。于是，为了研究基于先验知识的问答，作者提出了COMMONSENSEQA，一个用于常识性问答的新数据集。 为了获取超出关联之外的常识，作者从CONCEPTNET (Speer et al.， 2017)中提取了与单个源概念具有相同
【论文解读 AAAI 2020】Graph-Based Reasoning over Heterogeneous External Knowledge for 常识问答
5}作为输入，要求输出正确的答案。 该数据集在构建过程中已经保证每个候选答案都和问题中的词汇具有语义关联，因此正确回答该数据集中的问题需要有效利用问题和候选答案的相关背景知识。 蓝色的单词是来自问题的信息...介绍：机器推理系列第一弹：机器推理在常识问答任务中的应用 本文处理的是常识问答任务。使用结构化的ConceptNet和非结构化的Wikipedia中的纯文本，作为两个外部知识源，并根据问题和答案选项，从
机器阅读理解 | (3) 机器阅读理解简述
对话问题和答案以及给定的文章来回答当前的问题。其他类型阅读理解数据集中问题之间是相互独立的，无关联。而在基于对话场景的片段抽取式阅读理解任务中，每个上下文对应多个问答对，且问题是以对话的形式提出，只看...完形填空题，用同样的方法来测试机器的阅读理解能力。在该任务中，给定一段文本并移除其中若干词或者实体作为问题，模型需要在被删除的位置填入正确答案。部分数据集提供了候选答案，而另外一些数据集则未提供，只能
智能推荐
论文解读：Question Answering over Knowledge Base with Neural Attention Combining Global Knowledge Info...
论文解读：Question Answering over Knowledge Base with Neural Attention Combining Global Knowledge Information KB-QA任务的第二作，其是对上一篇（Question Answering over Freebase with Multi-Column Convolutional...
论文总结之问答生成《Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering》
11.Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering 本篇论文是ACL最新的2019年底完成的一篇论文，主要在融入知识的情况下增加了回复多样性。 主要创新点有三个： 1）MLP训练后迁移学习 2）利用检索对话的方式增强生成式回复多样性 3）两步解码 现在具体分析下模型： （1）K...
论文解读：Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
论文解读：Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings 知识库问答（KBQA/KGQA）是指给定一个自然语言问句和对应的知识库，试图从知识库中返回对应正确的答案。现如今一些方法是通过对问句中的候选实体在知识库中对齐，并获得一定跳数范围内...
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings 0.Summary 1.Reseach Objective this research on multi-hop KGQA( Question Answering over Knowledge Gra...
论文阅读笔记(三)：Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering
论文阅读笔记(三)：Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering “知识是基础，汗水是实践，灵感是思想火花，思想火花人人有，不要放弃它。Chance favors the prepared mind.”——袁隆平寄语青年人 文章目...
猜你喜欢
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge
CVPR2018一篇关于Visual Question Answering Tricks的文章，作者是2017 VQA Challenge冠军团队成员之一，paper连接https://arxiv.org/abs/1708.02711，作者的homepage https://www.damienteney.info/adventures。 文章要做的事情： visual question answ...
集合（一）
集合（一） List 集合 前提：容器与数组的不同之处，数组的长度是固定的，集合的长度是可变的；数组用来存放基本类型的数据，集合用来存储对象的引用。 Collection 接口中包括：List集合， Set集合， Queue集合。 接下来讲解 java.util.Collection接口 的实现类 List 集合。 List 集合中的常用方法： boolean add(E e) ：向列表的尾部添加...
耐克平面解释
** 耐克平面解释 随着人类的发展进步，人们也会在乎脚底穿的鞋，NIKE是美国著名的菲尔·奈特在不到10年之内将耐克打造成全球最著名体育品牌的**人物。 首先我们该讲述它的一个字体的颜色间距大小还有它的版式设计，一般情况下，我们都是以水平线、垂直线（例如网格，像这个地板）为基准来排版，因而排出来的效果规律感强，会给人稳定的感觉。适当加入斜线或曲线可以使版面具有动感，像这样的海报是非常...
以斐波那契数列为例分析递归算法的时间复杂度和空间复杂度
原文：https://blog.csdn.net/superwangxinrui/article/details/79626870 首先来波概念： 递归算法的时间复杂度：递归的总次数*每次递归的数量。 递归算法的空间复杂度：递归的深度*每次递归创建变量的个数。 那什么是斐波那契额数列呢？对于菲波那切数列有典型的生兔子的的问题，在这我...
java线程间的协作方式： wait notify notifyall与Condition
在前面我们将了很多关于同步的问题，然而在现实中，需要线程之间的协作。比如说最经典的生产者-消费者模型：当队列满时，生产者需要等待队列有空间才能继续往里面放入商品，而在等待的期间内，生产者必须释放对临界资源（即队列）的占用权。因为生产者如果不释放对临界资源的占用权，那么消费者就无法消费队列中的商品，就不会让队列有空间，那么生产者就会一直无限等待下去。因此，一般情况下，当队列满时，会让生产者交出对临...
问答精选
Smarty OR statement
This is working: This doesn't: Not sure what's wrong here (tried also without the round brackets). There are plenty of examples of the same OR statement in the same file. In {if $filter.id_key='68'} y...
How to configure depend.el in emacs org-mode?
http://orgmode.org/worg/org-contrib/org-depend.html In the bottom of the webpage,"Advanced Triggerring Example"-- I want to configure the org-mode like styled above, but I don't know how. mm...
From Google Calendar API v2 to V3 - Javascript
I was simply develloping tool for getting event from google calendars in Javascript when i saw that the V2 of the API will be deprecated in less than a year. That clearly ruin my day ^^. So i try to f...
insert into department_new select a.*,null from departments a;" what does select a.* means
I am trying to insert data from one table to another in mysql, so would like to understand the below query what does select a.* means and how does it insert the values correctly into a new table, kind...
why function expression has been used when we could've used simple return statement
While I learn javascript, I;m very confused about using function expression. I understand the grammar syntax of it but just not sure the purpose of this. For example here can't we just use return and ...
相关问题
- Security question: excessive Drupal requests from a single user account
- Regex challenge: Match phrase only if outside of an <a href>标签
- Are you explicitly unit testing a private method when you use your knowledge of the private method to choose test cases
- Question about inserting data into a table part of a 1:m relationship
- Java: How to invoke code running on a server from a browser? (Follow up Question)
- 什么是f（a，b）在question下均值的函数f（a，b）？
- A question about C++ template syntax (STL library source code)
- How do I turn this question into a boolean logic problem?
- How do you think through and predict the output of a threading question like this?
- SQL table normalization: Simple question about restricting record participation in a many to many relation
相关文章
- Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering阅读笔记
- 论文略读 | Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base
- A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs 论文解读
- A Semantics-aware Transformer Model of Relation Linkingfor Knowledge Base Question Answering
- Improved Neural Relation Detection for Knowledge Base Question Answering
- Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases
- Knowledge Base Question Answering via Encodin of Complex Query Graphs
- 《FAQ-based Question Answering via Knowledge Anchors》笔记
- Message Passing for Complex Question Answering over Knowledge Graphs
- 论文-《Visual Question Answering A tutorial》笔记
热门文章
推荐文章
相关标签
推荐问答
- How to create a user-defined language in Notepad++ based on an existing language?
- CI Temporary Schema Not Deleting
- Needless Var() returned by Solver.model()
- ConstraintLayout is gone when the width is set to "match_constraint"
- Group information form database
- Visual Studio extension does not load in experimental instance
- How to put multiple rows of data from table into JSON array
- Java JNI moving around java functions and their C implementations
- Convert class file to dex file
- Is a function that unpacks lists possible?