Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The development of a multi-document summarizer using automatic key-phrase extraction has been described. This summarizer has two main parts; first part is automatic extraction of Key-phrases from the documents and second part is automatic generation of a multidocument summary based on the extracted key-phrases. The CRF based Automatic Keyphrase extraction system has been used here. A document graph-based topic/query focused automatic multi-document summarizer is used for summarization where extracted keyphrases are used as topic. The summarizer has been tested on the standard TAC 2008 test data sets of the Update Summarization Track. Evaluation using the ROUGE-1.5.5 tool has resulted in ROUGE-2 and ROUGE‐SU-4 scores of 0.10548 and 0.13582 respectively.
['Pinaki Bhaskar']
I am writing a research paper on a idea Multi-Document Summarization using Automatic Key-Phrase Extraction
[{"from": "human", "value": "I am writing a research paper on a idea Multi-Document Summarization using Automatic Key-Phrase Extraction"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The development of a multi-document summarizer using automatic key-phrase extraction has been described. This summarizer has two main parts; first part is automatic extraction of Key-phrases from the documents and second part is automatic generation of a multidocument summary based on the extracted key-phrases. The CRF based Automatic Keyphrase extraction system has been used here. A document graph-based topic/query focused automatic multi-document summarizer is used for summarization where extracted keyphrases are used as topic. The summarizer has been tested on the standard TAC 2008 test data sets of the Update Summarization Track. Evaluation using the ROUGE-1.5.5 tool has resulted in ROUGE-2 and ROUGE\u2010SU-4 scores of 0.10548 and 0.13582 respectively."}]