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2024年5月20日发(作者:ajax使用教程视频)
Movie Review Data(电影审查数据)
数据摘要:
This page is a distribution site for movie-review data for use in
sentiment-analysis experiments. Available are collections of
movie-review documents labeled with respect to their overall sentiment
polarity (positive or negative) or subjective rating (e.g., "two and a half
stars) and sentences labeled with respect to their subjectivity status
(subjective or objective) or polarity.
中文关键词:
电影,情感剖析,情绪极性,主观评价,地位,
英文关键词:
Movie,Sentiment-analysis,Sentiment polarity,Subjective rating,Status,
数据格式:
TEXT
数据用途:
The data set could be used for nature speech processing and analysis.
数据详细介绍:
Movie Review Data
This page is a distribution site for movie-review data for use in
sentiment-analysis experiments. Available are collections of movie-review
documents labeled with respect to their overall sentiment polarity (positive or
negative) or subjective rating (e.g., "two and a half stars) and sentences
labeled with respect to their subjectivity status (subjective or objective) or
polarity. These data sets were introduced in the following papers:
Bo Pang, Lillian Lee, and Shivakumar Vaithyanathan, Thumbs up?
Sentiment Classification using Machine Learning Techniques,
Proceedings of EMNLP 2002.
Bo Pang and Lillian Lee, A Sentimental Education: Sentiment Analysis
Using Subjectivity Summarization Based on Minimum Cuts,
Proceedings of ACL 2004.
Bo Pang and Lillian Lee, Seeing stars: Exploiting class relationships for
sentiment categorization with respect to rating scales, Proceedings of
ACL 2005.
We also have available an addtional sentiment-analysis dataset,
Congressional floor-debate transcripts, with support/oppose labels.
If you have results to report on these corpora, please send email to Bo Pang
and/or Lillian Lee so we can add you to our list of other papers using this data.
Thanks!
Please cite the version number of the dataset you used in any
publications, in order to facilitate comparison of results. Thank you.
Sentiment polarity datasets
polarity dataset v2.0 ( 3.0Mb) (includes README v2.0): 1000 positive
and 1000 negative processed reviews. Introduced in Pang/Lee ACL
2004. Released June 2004.
Pool of 27886 unprocessed html files (81.1Mb) from which the polarity
dataset v2.0 was derived. (This file is identical to from data
release v1.0.)
sentence polarity dataset v1.0 (includes sentence polarity dataset
README v1.0: 5331 positive and 5331 negative processed sentences /
snippets. Introduced in Pang/Lee ACL 2005. Released July 2005.
archive:
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