Neural methods for effective, efficient, and exposure-aware information retrieval
Neural methods for effective, efficient, and exposure-aware information retrieval
Neural networks with deep architectures have demonstrated significant performance improvements in computer vision, speech recognition, and natural language processing. The challenges in information retrieval (IR), however, are different from these other application areas. A common form of IR involves ranking of documents---or short passages---in response to keyword-based queries. Effective IR …