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ACL
2006
14 years 11 months ago
Topic-Focused Multi-Document Summarization Using an Approximate Oracle Score
We consider the problem of producing a multi-document summary given a collection of documents. Since most successful methods of multi-document summarization are still largely extr...
John M. Conroy, Judith D. Schlesinger, Dianne P. O...
SIGIR
1998
ACM
15 years 1 months ago
The Use of MMR, Diversity-Based Reranking for Reordering Documents and Producing Summaries
Abstract This paper presents a method for combining query-relevance with information-novelty in the context of text retrieval and summarization. The Maximal Marginal Relevance (MMR...
Jaime G. Carbonell, Jade Goldstein
92
Voted
COLING
2008
14 years 11 months ago
Mind the Gap: Dangers of Divorcing Evaluations of Summary Content from Linguistic Quality
In this paper, we analyze the state of current human and automatic evaluation of topic-focused summarization in the Document Understanding Conference main task for 2005-2007. The ...
John M. Conroy, Hoa Trang Dang
TSD
2010
Springer
14 years 8 months ago
Evaluation of a Sentence Ranker for Text Summarization Based on Roget's Thesaurus
Abstract. Evaluation is one of the hardest tasks in automatic text summarization. It is perhaps even harder to determine how much a particular component of a summarization system c...
Alistair Kennedy, Stan Szpakowicz
TMRA
2007
Springer
15 years 3 months ago
Report from the Open Space and Poster Sessions
This is a summary of the presentations made in the poster session and the two open space sessions at the TMRA 2006 conference. The poster session consists of peer-reviewed conferen...
Lars Marius Garshol, Lutz Maicher