Exploring events and distributed representations of text in multi-document summarization

L Marujo, W Ling, R Ribeiro, A Gershman… - Knowledge-Based …, 2016 - Elsevier
In this article, we explore an event detection framework to improve multi-document
summarization. Our approach is based on a two-stage single-document method that extracts …

Event-based summarization using a centrality-as-relevance model

L Marujo, R Ribeiro, A Gershman, DM de Matos… - … and Information Systems, 2017 - Springer
Event detection is a fundamental information extraction task, which has been explored
largely in the context of question answering, topic detection and tracking, knowledge base …

[PDF][PDF] Knowledge Retrieval Over Public and Private Data

S Arora, P Lewis, A Fan, J Kahn, C Ré - 2023 - knowledge-nlp.github.io
Users and organizations are generating ever-increasing amounts of private data from a wide
range of sources. Incorporating private context is important to personalize opendomain tasks …

Extending a single-document summarizer to multi-document: a hierarchical approach

L Marujo, R Ribeiro, DM de Matos, JP Neto… - arXiv preprint arXiv …, 2015 - arxiv.org
The increasing amount of online content motivated the development of multi-document
summarization methods. In this work, we explore straightforward approaches to extend …

Privacy-preserving multi-document summarization

L Marujo, J Portêlo, W Ling, DM de Matos… - arXiv preprint arXiv …, 2015 - arxiv.org
State-of-the-art extractive multi-document summarization systems are usually designed
without any concern about privacy issues, meaning that all documents are open to third …

A utility maximization framework for privacy preservation of user generated content

Y Fang, A Godavarthy, H Lu - Proceedings of the 2016 ACM International …, 2016 - dl.acm.org
The prodigious amount of user-generated content continues to grow at an enormous rate.
While it greatly facilitates the flow of information and ideas among people and communities …

[PDF][PDF] Privacy-preserving frameworks for speech mining

JML Portêlo - 2015 - cvis.cs.cmu.edu
As agências de segurança desejam muitas vezes monitorizar conversas telefónicas para
determinar se alguma delas é importante para a segurança nacional, mas isto resulta numa …

Efficient secure text retrieval on multi-keyword search

TVX Phuong, TTN Le - Proceedings of the 8th International Symposium …, 2017 - dl.acm.org
It is necessary to protect the data, while the data owner still let the users retrieve the
information. In this paper, we present a secure text retrieval on multi keyword search, where …

[PDF][PDF] Event-based Multi-document Summarization

LC dos Santos Marujo - 2015 - lti.cmu.edu
Diariamente o número de notıcias, sobre eventos ocorrendo no mundo, está a crescer
exponencialmente. Simultaneamente, organizaçoes estaoa procura de informaçao sobre …

[PDF][PDF] Exploring Events and Distributed Representations of Text in Multi-Document Summarization

J Carbonelld, DM de Matosa, JP Netoa - researchgate.net
In this article, we explore an event detection framework to improve multidocument
summarization. Our approach is based on a two-stage single-document method that extracts …