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information retrieval deep learning neural networks web search neural information retrieval deep neural networks search word embeddings machine learning search engine learning to rank trec document ranking information access evaluation technology and power sociotechnical systems artificial intelligence recommender systems benchmarking trec deep learning web ranking generative ir bert theories of change ms marco document retrieval sociotechnical imaginaries generative ai ethics fairness expected exposure stochastic ranking ai ethics embeddings responsible ai responsible ir fairness and bias representation learning text embeddings microsoft sigir2016 reinforcement learning neu-ir 2016 adversarial learning sigir 2016 duet exposure search exposure demographics emancipatory praxis query formulation conformer-kernel conformer leaderboard query auto-completion msmarco word2vec efficiency question-answering web qna neu-ir2016 contextual search metrics search solutions auto suggest pointwise mutual information dssm london auto completion cntk search solutions 2015 emancipation bias fate data challegne shared task full retrieval qti query term independence transformer datasets domain transfer transfer learning query evaluation semantic search natural language processing bing ucl university college london sigir 2017 www2017 adhoc retrieval acl2016berlin acl2016 pseudo-relevance feedback recurrent neural networks rnn ai computational network toolkit