Author(s) |
Jonathan
G. Fiscus
National
Institute of Standards and Technology
, 108
Bureau Drive Stop 8940
, Gaithersburg,
MD 20899-8940
, Jonathan.fiscus@nist.gov
|
Abstract |
The
National Institute of Standards and Technology (NIST) administered the
sixth open evaluation of Topic Detection and Tracking
(TDT)
technologies in November of 2003. The TDT project supports development
of technologies that automatically organize eventrelated
news
stories. The program leverages expertise in core technologies, Automatic
Speech Recognition (ASR), Document
Retrieval
(DR), and Machine Translation (MT) to build the TDT technologies.
The
participants in the 2003 TDT project built systems that organized
broadcast news and newswire stories collected from Arabic,
English
and Mandarin Chinese sources. There were four evaluation tasks in the
2003 evaluation: new event detection, topic detection,
topic tracking and link detection.
The
2004 TDT Evaluation is scheduled for Fall 2004. The evaluation will
focus on the core task of monolingual TDT tasks. The
community
is also experimenting with a new evaluation task, Hierarchical Topic
Detection (HTD). HTD aims to overcome the
problems
with the topic detection task – specifically topic granularity and
multiple-topic stories.
|