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Predicting the Semantic Orientation of Adjectives

by Vasileios Hatzivassiloglou, Kathleen R. McKeown , 1997
"... We identify and validate from a large corpus constraints from conjunctions on the positive or negative semantic orientation of the conjoined adjectives. A log-linear regression model uses these constraints to predict whether conjoined adjectives are of same or different orientations, achiev- ..."
Abstract - Cited by 473 (5 self) - Add to MetaCart
We identify and validate from a large corpus constraints from conjunctions on the positive or negative semantic orientation of the conjoined adjectives. A log-linear regression model uses these constraints to predict whether conjoined adjectives are of same or different orientations, achiev

Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews

by Peter Turney , 2002
"... This paper presents a simple unsupervised learning algorithm for classifying reviews as recommended (thumbs up) or not recommended (thumbs down). The classification of a review is predicted by the average semantic orientation of the phrases in the review that contain adjectives or adverbs. A ..."
Abstract - Cited by 784 (5 self) - Add to MetaCart
This paper presents a simple unsupervised learning algorithm for classifying reviews as recommended (thumbs up) or not recommended (thumbs down). The classification of a review is predicted by the average semantic orientation of the phrases in the review that contain adjectives or adverbs

Measuring praise and criticism: Inference of semantic orientation from association

by Peter D. Turney, Michael L. Littman - ACM Transactions on Information Systems , 2003
"... The evaluative character of a word is called its semantic orientation. Positive semantic orientation indicates praise (e.g., “honest”, “intrepid”) and negative semantic orientation indicates criticism (e.g., “disturbing”, “superfluous”). Semantic orientation varies in both direction (positive or neg ..."
Abstract - Cited by 311 (6 self) - Add to MetaCart
The evaluative character of a word is called its semantic orientation. Positive semantic orientation indicates praise (e.g., “honest”, “intrepid”) and negative semantic orientation indicates criticism (e.g., “disturbing”, “superfluous”). Semantic orientation varies in both direction (positive

EXPLORING SEMANTIC ORIENTATION OF ADVERBS

by S B Potemkin , G E Kedrova
"... Sentiment analysis often relies on a semantic orientation lexicon of positive and negative words. Determining the semantic orientation of words is necessary for correct estimation of the content of statements in the media, Internet, in the writings and speech. Qualitative adverbs expressing evaluat ..."
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Sentiment analysis often relies on a semantic orientation lexicon of positive and negative words. Determining the semantic orientation of words is necessary for correct estimation of the content of statements in the media, Internet, in the writings and speech. Qualitative adverbs expressing

Exploring semantic orientation of adverbs

by Potemkin S B
"... Sentiment analysis often relies on a semantic orientation lexicon of positive and negative words. Determining the semantic orientation of words is necessary for correct estimation of the content of statements in the media, Internet, in the writings and speech. Qualitative adverbs expressing evaluat ..."
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Sentiment analysis often relies on a semantic orientation lexicon of positive and negative words. Determining the semantic orientation of words is necessary for correct estimation of the content of statements in the media, Internet, in the writings and speech. Qualitative adverbs expressing

Exploring Semantic Orientation of Adverbs

by unknown authors
"... Abstract. Sentiment analysis often relies on a semantic orientation lexicon of positive and negative words. Determining the semantic orientation of words is necessary for correct estimation of the content of statements in the media, Internet, in the writings and speech. Qualitative adverbs expressin ..."
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Abstract. Sentiment analysis often relies on a semantic orientation lexicon of positive and negative words. Determining the semantic orientation of words is necessary for correct estimation of the content of statements in the media, Internet, in the writings and speech. Qualitative adverbs

Predicting the Semantic Orientation of Adjectives

by Vasileios Hatzivassiloglou And, Lyons Duetoitsevaluativecharacteristics, Battistella Forexample Somenearlysyn , 1997
"... We identify and validate from a large corpus constraints from conjunctions on the positive or negative semantic orientation of the conjoined adjectives. A log-linear regression model uses these constraints to predict whether conjoined adjectives are of same or different orientations, achieving ..."
Abstract - Add to MetaCart
We identify and validate from a large corpus constraints from conjunctions on the positive or negative semantic orientation of the conjoined adjectives. A log-linear regression model uses these constraints to predict whether conjoined adjectives are of same or different orientations

Extracting Semantic Orientations of Words using Spin Model

by Hiroya Takamura, Takashi Inui, Manabu Okumura - In ACL , 2005
"... We propose a method for extracting semantic orientations of words: desirable or undesirable. Regarding semantic orientations as spins of electrons, we use the mean field approximation to compute the approximate probability function of the system instead of the intractable actual probability function ..."
Abstract - Cited by 69 (1 self) - Add to MetaCart
We propose a method for extracting semantic orientations of words: desirable or undesirable. Regarding semantic orientations as spins of electrons, we use the mean field approximation to compute the approximate probability function of the system instead of the intractable actual probability

Identifying the Semantic Orientation of Foreign Words

by Ahmed Hassan, Rahul Jha, Amjad Abu-jbara, Dragomir Radev
"... We present a method for identifying the positive or negative semantic orientation of foreign words. Identifying the semantic orientation of words has numerous applications in the areas of text classification, analysis of product review, analysis of responses to surveys, and mining online discussions ..."
Abstract - Cited by 5 (0 self) - Add to MetaCart
We present a method for identifying the positive or negative semantic orientation of foreign words. Identifying the semantic orientation of words has numerous applications in the areas of text classification, analysis of product review, analysis of responses to surveys, and mining online

Collocations as Cues to Semantic Orientation

by Faye Baron , Graeme Hirst , 2003
"... ..."
Abstract - Cited by 3 (0 self) - Add to MetaCart
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