Computational Linguistics
SCIE-ISI AHCI-ISI SSCI-ISI SCOPUS (1985,1996-2024)
0891-2017
1530-9312
Mỹ
Cơ quản chủ quản: MIT Press Journals , MIT PRESS
Lĩnh vực:
Artificial IntelligenceLinguistics and LanguageComputer Science Applications
Các bài báo tiêu biểu
Evaluating WordNet-based Measures of Lexical Semantic Relatedness
Tập 32 Số 1 - Trang 13-47 - 2006
The quantification of lexical semantic relatedness has many applications in NLP,
and many different measures have been proposed. We evaluate five of these
measures, all of which use WordNet as their central resource, by comparing their
performance in detecting and correcting real-word spelling errors. An
information-content-based measure proposed by Jiang and Conrath is found
superior to those pro...
Automatic Evaluation of Information Ordering: Kendall's Tau
Tập 32 Số 4 - Trang 471-484 - 2006
This article considers the automatic evaluation of information ordering, a task
underlying many text-based applications such as concept-to-text generation and
multidocument summarization. We propose an evaluation method based on Kendall's
τ, a metric of rank correlation. The method is inexpensive, robust, and
representation independent. We show that Kendall's τ correlates reliably with
human ratin...
Generating Indicative-Informative Summaries with SumUM
Tập 28 Số 4 - Trang 497-526 - 2002
We present and evaluate SumUM, a text summarization system that takes a raw
technical text as input and produces an indicative informative summary. The
indicative part of the summary identifies the topics of the document, and the
informative part elaborates on some of these topics according to the reader's
interest. SumUM motivates the topics, describes entities, and defines concepts.
It is a firs...
Automatic Summarization of Open-Domain Multiparty Dialogues in Diverse Genres
Tập 28 Số 4 - Trang 447-485 - 2002
Automatic summarization of open-domain spoken dialogues is a relatively new
research area. This article introduces the task and the challenges involved and
motivates and presents an approach for obtaining automatic-extract summaries for
human transcripts of multiparty dialogues of four different genres, without any
restriction on domain. We address the following issues, which are intrinsic to
spok...