337 citations · 479 across the 29 of their papers we have counts for
7 papers · 1 filter
Joint Autoregressive and Graph Models for Software and Developer Social Networks
Rima Hazra, Hardik Aggarwal, Pawan Goyal +2
Social network research has focused on hyperlink graphs, bibliographic citations, friend/follow patterns, influence spread, etc. Large software repositories also form a highly valu…
New Embedded Representations and Evaluation Protocols for Inferring Transitive Relations
Sandeep Subramanian, Soumen Chakrabarti
Beyond word embeddings, continuous representations of knowledge graph (KG) components, such as entities, types and relations, are widely used for entity mention disambiguation, rel…
Neural Architecture for Question Answering Using a Knowledge Graph and Web Corpus
Uma Sawant, Saurabh Garg, Soumen Chakrabarti +1
In Web search, entity-seeking queries often trigger a special Question Answering (QA) system. It may use a parser to interpret the question to a structured query, execute that on a…
Features and Aggregators for Web-scale Entity Search
Uma Sawant, Soumen Chakrabarti
We focus on two research issues in entity search: scoring a document or snippet that potentially supports a candidate entity, and aggregating scores from different snippets into an…
Learning Joint Query Interpretation and Response Ranking
Uma Sawant, Soumen Chakrabarti
Thanks to information extraction and semantic Web efforts, search on unstructured text is increasingly refined using semantic annotations and structured knowledge bases. However, m…
Shuffling a Stacked Deck: The Case for Partially Randomized Ranking of Search Engine Results
Sandeep Pandey, Sourashis Roy, Christopher Olston +2
In-degree, PageRank, number of visits and other measures of Web page popularity significantly influence the ranking of search results by modern search engines. The assumption is th…