A Deep Relevance Matching Model for Ad-hoc Retrieval

23 Nov 2017Jiafeng GuoYixing FanQingyao AiW. Bruce Croft

In recent years, deep neural networks have led to exciting breakthroughs in speech recognition, computer vision, and natural language processing (NLP) tasks. However, there have been few positive results of deep models on ad-hoc retrieval tasks... (read more)

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Evaluation results from the paper


Task Dataset Model Metric name Metric value Global rank Compare
Ad-Hoc Information Retrieval TREC Robust04 DRMM MAP 0.279 # 9
Ad-Hoc Information Retrieval TREC Robust04 DRMM [email protected] 0.382 # 9
Ad-Hoc Information Retrieval TREC Robust04 DRMM [email protected] 0.431 # 11