Today I found something really nifty that I did not know about earlier. Originally, in order to get all my BibTeX entries, I would search for the paper on citeseer and get the BibTeX entry from there. Now, it so happened that there is this particular paper on machine reading which was just not showing up on citeseer, but was however showing up as the top result in Google Scholar. Google scholar originally does not give you any BibTeX entries.
I went into Scholar Preferences (top of the page) -> Bibliography Manager, selected the option “Show links to import citations into” and select BibTeX and saved preference. Now, for all search results, Google Scholar gives me a link for “Import into BibTeX”. Hallelujah!