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Please Support AAAI By Joining or Renewing Your Membership and Making a Special Donation! We count on you to help us deliver the latest information about artificial intelligence to the scientific community, and to nurture new research and innovation through our many conferences, workshops, and symposia. To enable us to continue these efforts, we invite you to consider an additional gift to AAAI. For information on how you can contribute to the open access initiative, please see www.aaai.org To join or renew your membership, click on "Membership" This book extensively covers the use of graph-based algorithms for natural language processing and information retrieval.