The comparative results in Table 5 clearly show that while our vanilla seed lexicon performs comparably to off-the-shelf lexicons on our data, the paraphraser-expanded lexicon with sentitment profiles outperforms OpinionFinder, General Inquirer, and SentiWordNet.
tESt set contains the 43 agreed double-annotated sentences, and additional 238 sampled from the 500 single-annotated sentences, 281 sentence in total.