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ICTNET at TREC 2017 Real-Time Summarization Track

Xiao Wang, Pengcheng Fan, Liang Cheng, Guoliang Xing, Zhihua Yu, Xueqi Cheng
2017 Text Retrieval Conference  
The Real-Time Summarization (RTS) track explores techniques for constructing real-time update summaries from social media streams in response to users' information needs.  ...  As indicated by the name of the track, the main goal of this track is to solve the problem of making the recommendation real-time, relative and novel, which is exactly the demands of scenario A.  ... 
dblp:conf/trec/WangFCXYC17 fatcat:xt37hh4kwrfixilhnkab33xhrq

RLIRank: Learning to Rank with Reinforcement Learning for Dynamic Search

Jianghong Zhou, Eugene Agichtein
2020 Proceedings of The Web Conference 2020  
Those innovations enable RLIrank to outperform the previously reported methods from the TREC Dynamic Domain Tracks 2017 and exceed all the methods in 2016 TREC Dynamic Domain after multiple search iterations  ...  In 2017 TREC Dynamic Domain track, more models were proposed to improve the overall quality of the search session. Among those methods, ictnet-params2-ns is the state of art.  ...  , and RLIRank on 2016 TREC Dynamic Domain dataset and nSDCG of ictnet-params2-ns, ictneemulti, galago-baseline, dqn-5-actions, clip-baseline, and RLIRank on 2017 TREC Dynamic Domain dataset.  ... 
doi:10.1145/3366423.3380047 dblp:conf/www/ZhouA20 fatcat:hivnsj2zlbdkjcbnhttmc3gh4y

TREC: An overview

Donna K. Harman, Ellen M. Voorhees
2007 Annual Review of Information Science and Technology  
In this paper we provide an overview of the TREC 2017 OpenSearch track.  ...  The OpenSearch track provides researchers the opportunity to have their retrieval approaches evaluated in a live setting with real users.  ...  Acknowledgments We would like to thank Anne Schuth and Peter Dekker for their help in developing and setting up the infrastructure for TREC OpenSearch.  ... 
doi:10.1002/aris.1440400111 fatcat:mkxft5upr5bkbbb3bf4qd2xnou

TREC 2017 Dynamic Domain Track Overview

Grace Hui Yang, Zhiwen Tang, Ian Soboroff
2017 Text Retrieval Conference  
Sample topic of TREC 2017 DD track Figure 2 . 2 Figure 2. Sample Relevance Judgement of TREC 2017 DD track Figure 3 .Figure 4 . 34 Figure 3. DD track Task illustration are provided.  ...  Discussion The dynamic domain track has been running in the past three years at TREC and this is the final year.  ... 
dblp:conf/trec/YangTS17 fatcat:3oftstztnzcozprly2zt2frpha