PAPER DIGEST

PROBLEM TO ADDRESS: It is a daily job for researchers and businessmen to track and read new research results in their interested areas. Such work could usually take long hours to finish and involve reviewing information from multiple sources.

MISSION: We are dedicated to helping people use least time to track academic research progresses and find active experts in their interested areas.

SOLUTION: Using the state of the art natural language processing, information retrieval and machine learning techniques, we track and analyze all new papers published on major academic paper websites (like arxiv, medrxiv, pubmed) as well as hundreds of conferences/journals, and then generate a one sentence summary for each paper to capture the highlight. All analysis results are stored in our knowledge graph to support search and topic tracking. Our paper digest service started in 2018, and has been very well received by the community. We have developed exclusive techniques to produce high quality results across different scientific subjects, and are also actively testing newly proposed methods to judge if some of them should be integrated in our system.

COVERAGE: We currently cover the following subjects: Biology, Computer Science, EE and System Science, Finance, Health Science, Math, Physics, and Statistics. The coverage has been continuously expanding in the past 2 years.

SCIENCE & TECHNOLOGY KNOWLEDGE GRAPH: In addition to papers (>100M), our platform also tracks other information directly or indirectly related to scientific literature, including patents (>10M), trademarks (>14M), grants (>3M), company filings (all available to SEC), experts (>11M), organizations (>1M), etc. All such information is integrated in a single knowledge graph to facilitate search and knowledge discovery.