A dictionary should never be your first resort when you come across a new word, always try and guess the meaning based on the context you find it in.  The most important thing to do when you read is to understand the whole piece, which is very difficult if you are constantly stopping to check the dictionary.  There are great resources for learning new vocabulary this way in the reading practice section.