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With the advent of the Internet, large amount of digital text is generated everyday in the form of news articles, research publications, blogs, question answering forums and social media. It is important to develop techniques for extracting…

计算与语言 · 计算机科学 2017-12-15 Sachin Pawar , Girish K. Palshikar , Pushpak Bhattacharyya

The advances in digital tools have led to the rampant spread of misinformation. While fact-checking aims to combat this, manual fact-checking is cumbersome and not scalable. It is essential for automated fact-checking to be efficient for…

信息检索 · 计算机科学 2025-02-18 Kevin Nanekhan , Venktesh V , Erik Martin , Henrik Vatndal , Vinay Setty , Avishek Anand

The wisdom of the crowd has long become the de facto approach for eliciting information from individuals or experts in order to predict the ground truth. However, classical democratic approaches for aggregating individual \emph{votes} only…

计算机科学与博弈论 · 计算机科学 2021-05-21 Hadi Hosseini , Debmalya Mandal , Nisarg Shah , Kevin Shi

Web usage mining is a process of extracting useful information from server logs i.e. users history. Web usage mining is a process of finding out what users are looking for on the internet. Some users might be looking at only textual data,…

信息检索 · 计算机科学 2013-10-25 P YesuRaju , P KiranSree

Many sorts of structured data are commonly stored in a multi-relational format of interrelated tables. Under this relational model, exploratory data analysis can be done by using relational queries. As an example, in the Internet Movie…

数据库 · 计算机科学 2009-07-01 Markus Ojala , Gemma C. Garriga , Aristides Gionis , Heikki Mannila

Information Extraction is a well-researched area of Natural Language Processing with applications in web search and question answering concerned with identifying entities and relationships between them as expressed in a given context,…

信息检索 · 计算机科学 2020-11-17 Erin Macdonald , Denilson Barbosa

Entities are at the center of how we represent and aggregate knowledge. For instance, Encyclopedias such as Wikipedia are structured by entities (e.g., one per Wikipedia article). The ability to retrieve such entities given a query is…

计算与语言 · 计算机科学 2021-03-25 Nicola De Cao , Gautier Izacard , Sebastian Riedel , Fabio Petroni

A hidden database refers to a dataset that an organization makes accessible on the web by allowing users to issue queries through a search interface. In other words, data acquisition from such a source is not by following static…

数据库 · 计算机科学 2012-08-02 Cheng Sheng , Nan Zhang , Yufei Tao , Xin Jin

Google and other search engines feature the entity search by representing a knowledge card summarizing related facts about the user-supplied entity. However, the knowledge card is limited to certain entities that have a Wiki page or an…

信息检索 · 计算机科学 2021-04-05 Sunday C. Ngwobia , Saeedeh Shekarpour , Faisal Alshargi

We present a study on predicting the factuality of reporting and bias of news media. While previous work has focused on studying the veracity of claims or documents, here we are interested in characterizing entire news media. These are…

信息检索 · 计算机科学 2018-10-04 Ramy Baly , Georgi Karadzhov , Dimitar Alexandrov , James Glass , Preslav Nakov

In many data analysis applications, there is a need to explain why a surprising or interesting result was produced by a query. Previous approaches to explaining results have directly or indirectly used data provenance (input tuples…

数据库 · 计算机科学 2021-03-30 Chenjie Li , Zhengjie Miao , Qitian Zeng , Boris Glavic , Sudeepa Roy

Search engines are the preferred tools for finding information on the Web. They are advancing to be the common helpers to answer any of our search needs. We use them to carry out simple look-up tasks and also to work on rather time…

信息检索 · 计算机科学 2012-06-13 Georg Singer , Ulrich Norbisrath , Dirk Lewandowski

A key component of mathematical reasoning is the ability to formulate interesting conjectures about a problem domain at hand. In this paper, we give a brief overview of a theory exploration system called QuickSpec, which is able to…

计算机科学中的逻辑 · 计算机科学 2021-09-09 Moa Johansson , Nicholas Smallbone

Twitter, like many social media and data brokering companies, makes their data available through a search API (application programming interface). In addition to filtering results by date and location, researchers can search for tweets with…

社会与信息网络 · 计算机科学 2020-06-23 Emory Hufbauer , Hana Khamfroush

This paper introduces an approach to question answering over knowledge bases like Wikipedia and Wikidata by performing "question-to-question" matching and retrieval from a dense vector embedding store. Instead of embedding document content,…

计算与语言 · 计算机科学 2025-02-24 Santhosh Thottingal

Traditional machine-learned ranking systems for web search are often trained to capture stationary relevance of documents to queries, which has limited ability to track non-stationary user intention in a timely manner. In recency search,…

信息检索 · 计算机科学 2011-03-22 Taesup Moon , Wei Chu , Lihong Li , Zhaohui Zheng , Yi Chang

In this work, we tackle the problem of predicting entity popularity on Twitter based on the news cycle. We apply a supervised learn- ing approach and extract four types of features: (i) signal, (ii) textual, (iii) sentiment and (iv)…

社会与信息网络 · 计算机科学 2016-07-12 Pedro Saleiro , Carlos Soares

Many open-domain questions are under-specified and thus have multiple possible answers, each of which is correct under a different interpretation of the question. Answering such ambiguous questions is challenging, as it requires retrieving…

计算与语言 · 计算机科学 2023-08-21 Haitian Sun , William W. Cohen , Ruslan Salakhutdinov

Online encyclopediae like Wikipedia contain large amounts of text that need frequent corrections and updates. The new information may contradict existing content in encyclopediae. In this paper, we focus on rewriting such dynamically…

计算与语言 · 计算机科学 2019-12-04 Darsh J Shah , Tal Schuster , Regina Barzilay

We present a new concept - Wikiometrics - the derivation of metrics and indicators from Wikipedia. Wikipedia provides an accurate representation of the real world due to its size, structure, editing policy and popularity. We demonstrate an…

数字图书馆 · 计算机科学 2016-01-11 Gilad Katz , Lior Rokach