id author title date pages extension mime words sentences flesch summary cache txt cord-020811-pacy48qx Muhammad, Shamsuddeen Hassan Incremental Approach for Automatic Generation of Domain-Specific Sentiment Lexicon 2020-03-24 .txt text/plain 1725 113 50 title: Incremental Approach for Automatic Generation of Domain-Specific Sentiment Lexicon To this end, we propose an approach to automatically generate a domain-specific sentiment lexicon using a vector model enriched by weights. Although research has been carried out on corpus-based approaches for automatic generation of a domain-specific lexicon [1, 4, 5, 7, 9, 10, 14] , existing approaches focused on creation of a lexicon from a single corpus [4] . To this end, this work proposes an incremental approach for the automatic generation of a domain-specific sentiment lexicon. We aim to investigate an incremental technique for automatically generating domain-specific sentiment lexicon from a corpus. Can we automatically generate a sentiment lexicon from a corpus and improves the existing approaches? After detecting the domain shift, we merge the distribution using a similar approach discussed (in updating using the same corpus) and generate the lexicon. ./cache/cord-020811-pacy48qx.txt ./txt/cord-020811-pacy48qx.txt