2021
- Answering Product-Questions by Utilizing Questions from Other Contextually Similar Products. Ohad Rozen, David Carmel, Avihai Mejer, Vitaly Mirkis, Yftah Ziser:
NAACL-HLT 2021: 242-253 - “Did you buy it already?”, Detecting Users Purchase-State From Their Product-Related Questions. Lital Kuchy, David Carmel, Thomas Huet, Elad Kravi:. SIGIR 2021: 1249-1258
2020
- Scalable top-k retrieval with Sparta. Gali Sheffi, Dmitry Basin, Edward Bortnikov, David Carmel, and Idit Keidar. 2020. In Proceedings of the 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP ’20)
- Why Do People Buy Seemingly Irrelevant Items in Voice Product Search? On the Relation between Product Relevance and Customer Satisfaction in eCommerce. David Carmel, Elad Haramaty, Arnon Lazerson, Liane Lewin-Eytan, and Yoelle Maarek. 2020. In Proceedings of the 13th International Conference on Web Search and Data Mining (WSDM ’20).
- Multi-Objective Ranking Optimization for Product Search Using Stochastic Label Aggregation. D Carmel, E Haramaty, A Lazerson, L Lewin-Eytan. Proceedings of The Web Conference 2020, 373-383
- Voice-based Reformulation of Community Answers. S Filice, N Cohen, D Carmel. Proceedings of The Web Conference 2020, 2885-2891
- Humor Detection in Product Question Answering Systems. Yftah Ziser, Elad Kravi, David Carmel. SIGIR 2020
2019
- Enriching News Articles with Related Search Queries. David Carmel, Yaroslav Fyodorov, Saar Kuzi, Avihai Mejer, Fiana Raiber, Elad Rainshmidt:
WWW 2019: 162-172
2018
- Product Question Answering Using Customer Generated Content – Research Challenges. David Carmel, Liane Lewin-Eytan, Yoelle Maarek: SIGIR 2018: 1349-1350.
2017
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Fishing in the stream: Similarity search over endless data. Naama Kraus, David Carmel, Idit Keidar: BigData 2017: 964-969
- Query Expansion for Email Search. Saar Kuzi, David Carmel, Alex Libov, Ariel Raviv. SIGIR 2017 (Short paper).
- Top-k Query Processing with Conditional Skips. Edward Bortnikov, David Carmel, Guy Golan-Gueta. WWW (Companion Volume) 2017: 653-661
- The Demographics of Mail Search and their Application to Query Suggestion. David Carmel, Liane Lewin-Eytan, Alex Libov, Yoelle Maarek, Ariel Raviv. WWW 2017: 1541-1549
- Promoting Relevant Results in Time-Ranked Mail Search. David Carmel, Liane Lewin-Eytan, Alex Libov, Yoelle Maarek, Ariel Raviv: WWW 2017: 1551-1559
2016
- One Query, Many Clicks: Analysis of Queries with Multiple Clicks by the Same Userlicks by the Same User. Elad Kravi, Ido Guy, Avihai Mejer, David Carmel, Yoelle Maarek, Dan Pelleg, Gilad Tsur: CIKM 2016: 1423-1432
- Supporting Human Answers for Advice-Seeking Questions in CQA Sites. Liora Braunstain, Oren Kurland, David Carmel, Idan Szpektor, Anna Shtok. ECIR 2016: 129-141.
- Document Retrieval Using Entity-Based Language Models. Hadas Raviv, Oren Kurland, David Carmel. SIGIR 2016: 65-74
- Novelty based Ranking of Human Answers for Community Questions. Adi Omari, David Carmel, Oleg Rokhlenko, Idan Szpektor. SIGIR 2016: 215-224
- Identifying Web Queries with Question Intent. Gilad Tsur, Yuval Pinter, Idan Szpektor, David Carmel. WWW 2016: 783-793
- Query Performance Prediction Using Reference Lists.
Anna Shtok, Oren Kurland, David Carmel. TOIS: Volume 34 Issue 4, June 2016 - NearBucket-LSH: Efficient Similarity Search in P2P Networks
N Kraus, D Carmel, I Keidar, M Orenbach. SISAP 2016: 236-249
2015
- Rank by Time or by Relevance?: Revisiting Email Search
D Carmel, G Halawi, L Lewin-Eytan, Y Maarek, A Raviv. CIKM, 2015
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Overview of the TREC 2015 LiveQA Track. Eugene Agichtein, David Carmel, Dan Pelleg, Yuval Pinter, Donna Harman: TREC 2015
2014
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Improving Term Weighting for Community Question Answering Search Using Syntactic Analysis. D Carmel, A Mejer, Y Pinter, I Szpektor. CIKM 2014
- ERD’14: entity recognition and disambiguation challenge
D Carmel, MW Chang, E Gabrilovich, BJP Hsu, K Wang. SIGIR Forum, 2014
2013
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Query-Performance Prediction Using Minimal Relevance Feedback Olga Butman, Anna Shtok, Oren Kurland, David Carmel. ICTIR 2013
- Mining expertise and interests from social media I Guy, U Avraham, D Carmel, S Ur, M Jacovi, I Ronen. WWW 2013
- Position-based contextualization for passage retrieval. D Carmel, A Shtok, O Kurland. CIKM 2013
2012
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Finding needles in the haystack: search and candidate generation J. Chu-Carroll, J. Fan, B. K. Boguraev, D. Carmel, D. Sheinwald, C. Welty.IBM Journal: Volume 56 Issue 3, May 2012
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Predicting query performance for fusion-based retrieval Gad Markovits, Anna Shtok, Oren Kurland, David Carmel. CIKM 2012
- Back to the roots: A probabilistic framework for query-performance prediction O Kurland, A Shtok, S Hummel, F Raiber, D Carmel, O Rom. CIKM 2012
- Folksonomy-based term extraction for word cloud generation. D Carmel, E Uziel, I Guy, Y Mass, H Roitman. TIST 2012
- On the Relationship between Novelty and Popularity of User-Generated Content. David Carmel, Haggai Roitman, Elad Yom-Tov: ACM TIST 3(4): 69:1-69:19 (2012)
- Predicting query performance by query-drift estimation. A Shtok, O Kurland, D Carmel, F Raiber, G Markovits. TOIS 2012
- Entity oriented search and exploration for cultural heritage collections: the EU cultura project. David Carmel, Naama Zwerdling, Sivan Yogev: WWW (Companion Volume) 2012: 227-23
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Towards expressive exploratory search over entity-relationship data. Sivan Yogev, Haggai Roitman, David Carmel, Naama Zwerdling: WWW (Companion Volume) 2012: 83-92
2011
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A unified framework for post-retrieval query-performance prediction Oren Kurland, Anna Shtok, David Carmel, Shay Hummel. ICTIR 2011
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Folksonomy-based term extraction for word cloud generation David Carmel, Erel Uziel, Ido Guy, Yosi Mass, Haggai Roitman. CIKM 2011
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Social recommender systems. Ido Guy, David Carmel: WWW (Companion Volume) 2011: 283-284
2010
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David Carmel, Haggai Roitman, Elad Yom-Tov, CIKM 2010
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Social media recommendation based on people and tags.Ido Guy, Naama Zwerdling, Inbal Ronen, David Carmel, Erel Uziel. SIGIR 2010
- Using statistical decision theory and relevance models for query-performance prediction. A Shtok, O Kurland, D Carmel, SIGIR 2010
- Estimating the query difficulty for information retrieval D Carmel, E Yom-Tov. Synthesis Lectures on Information Concepts, Retrieval, and Services, 2010
- Social bookmark weighting for search and recommendation D Carmel, H Roitman, E Yom-Tov. VLDB Journal, 2010
2009
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Predicting Query Performance by Query-Drift Estimation Anna Shtok, Oren Kurland, David Carmel. ICTIR 2009
- Social search and discovery using a unified approach E Amitay, D Carmel, N Har’El, S Ofek-Koifman, A Soffer, S Yogev. Hypertext 2009
- Personalized social search based on the user’s social network D Carmel, N Zwerdling, I Guy, S Ofek-Koifman, N Har’El, I Ronen, E Uziel. CIKM 2009
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Who tags the tags?: a framework for bookmark weighting. David Carmel, Haggai Roitman, Elad Yom-Tov: CIKM 2009: 1577-1580
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Personalized recommendation of social software items based on social relations Ido Guy, Naama Zwerdling, David Carmel, Inbal Ronen, Erel Uziel, Sivan Yogev, Shila Ofek-Koifman. RecSys 2009
- Enhancing cluster labeling using wikipedia D Carmel, H Roitman, N Zwerdling. SIGIR 2009
2008
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Conversation detection in email systems Shai Erera, David Carmel. ECIR 2008
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Enhancing digital libraries using missing content analysis.David Carmel, Elad Yom-Tov, Haggai Roitman. JCDL 2008
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Maintaining dynamic channel profiles on the web Haggai Roitman, David Carmel, Elad Yom-Tov. PVLDB, Volume 1 Issue 1, 2008
2007
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Lucene and Juru at TREC 2007: 1-Million Queries Track. Doron Cohen, Einat Amitay, David Carmel: TREC 2007
2006
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What makes a query difficult? D Carmel, E Yom-Tov, A Darlow, D Pelleg. SIGIR 2006
- Sampling search-engine results. A Anagnostopoulos, AZ Broder, D Carmel. WWW 2006
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Spoken document retrieval from call-center conversations Jonathan Mamou, David Carmel, Ron Hoory. SIGIR 2006
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Juru at TREC 2006: TAAT versus DAAT in the Terabyte Track. David Carmel, Einat Amitai. TREC 2006
2005
- Learning to estimate query difficulty: including applications to missing content detection and distributed information retrieval E Yom-Tov, S Fine, D Carmel, A Darlow. SIGIR 2005 (Best Paper Award)
- SIGIR workshop report: predicting query difficulty – methods and applications. David Carmel, Elad Yom-Tov, Ian Soboroff: SIGIR Forum 39(2): 25-28 (2005)
- Blocking Blog Spam with Language Model Disagreement. G Mishne, D Carmel, R Lempel. AIRWeb 2005
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Automatic analysis of call-center conversations Gilad Mishne, David Carmel, Ron Hoory, Alexey Roytman, Aya Soffer. CIKM 2005
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Juru at TREC 2005: Query Prediction in the Terabyte and the Robust Tracks. Elad Yom-Tov, David Carmel, Adam Darlow, Dan Pelleg, Shai Errera-Yaakov, Shai Fine: TREC 2005
2004
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Scaling IR-system evaluation using term relevance sets. Einat Amitay, David Carmel, Ronny Lempel, Aya Soffer. SIGIR 2004
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Trend detection through temporal link analysis. Einat Amitay, David Carmel, Michael Herscovici, Ronny Lempel, Aya Soffer. JASIST 2004
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Juru at TREC 2004: Experiments with Prediction of Query Difficulty. Elad Yom-Tov, Shai Fine, David Carmel, Adam Darlow, Einat Amitay. TREC 2004
2003
- Searching XML documents via XML fragments D Carmel, YS Maarek, M Mandelbrod, Y Mass, A Soffer. SIGIR 2003
- Efficient query evaluation using a two-level retrieval process AZ Broder, D Carmel, M Herscovici, A Soffer, J Zien. CIKM 2003
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Einat Amitay, David Carmel, Adam Darlow, Ronny Lempel, Aya Soffer. Hypertext 2003
- Juru at TREC 2003 – Topic Distillation using Query-Sensitive Tuning and Cohesiveness Filtering. Einat Amitay, David Carmel, Adam Darlow, Michael Herscovici, Ronny Lempel, Aya Soffer, Reiner Kraft, Jason Y. Zien. TREC 2003: 276-282
2002
- eResponder: Electronic Question Responder. David Carmel, Menachem Shtalhaim, Aya Soffer. CooplS 2002
- Automatic query refinement using lexical affinities with maximal information gain. D Carmel, E Farchi, Y Petruschka, A Soffer. SIGIR 2002
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JuruXML – an XML Retrieval System at INEX’02. Yosi Mass, Matan Mandelbrod, Einat Amitay, David Carmel, Yoëlle S. Maarek, Aya Soffer: INEX Workshop 2002: 73-80
2001
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Knowledge encapsulation for focused search from pervasive devices. Yariv Aridor, David Carmel, Yoëlle S. Maarek, Aya Soffer, Ronny Lempel. WWW 2001
- Static index pruning for information retrieval systems D Carmel, D Cohen, R Fagin, E Farchi, M Herscovici, YS Maarek, A Soffer. SIGIR 2001
- Juru at TREC 10 – Experiments with Index Pruning. David Carmel, Einat Amitay, Michael Herscovici, Yoëlle S. Maarek, Yael Petruschka, Aya Soffer. TREC 2001
2000-
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Knowledge Agents on the Web. Yariv Aridor, David Carmel, Ronny Lempel, Aya Soffer, Yoëlle S. Maarek. CIA 2000
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Morphological Disambiguation for Hebrew Search Systems David Carmel, Yoëlle S. Maarek. NGIT 1999
- Model-based Learning of Interaction Strategies in Multi-agent Systems. David Carmel (PhD Thesis)
- Exploration Strategies for Model-based Learning in Multi-agent Systems. David Carmel, Shaul Markovitch: Autonomous Agents and Multi-Agent Systems 2(2): 141-172 (1999)
- Pruning Algorithms for Multi-Model Adversary Search. David Carmel, Shaul Markovitch: Artif. Intell. 99(2): 325-355 (1998)
- Model-based learning of interaction strategies in multi-agent systems. David Carmel, Shaul Markovitch: J. Exp. Theor. Artif. Intell. 10(3): 309-332 (1998)
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How to Explore your Opponent’s Strategy (almost) Optimally. David Carmel, Shaul Markovitch: ICMAS 1998: 64-71
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Exploration and Adaptation in Multiagent Systems: A Model-based Approach. David Carmel, Shaul Markovitch: IJCAI (1) 1997: 606-611
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Learning Models of Intelligent Agents. David Carmel, Shaul Markovitch:
AAAI/IAAI, Vol. 1 1996: 62-67 - Incorporating Opponent Models into Adversary Search. David Carmel, Shaul Markovitch: AAAI/IAAI, Vol. 1 1996: 120-125
- Opponent Modeling in Multi-Agent Systems. David Carmel, Shaul Markovitch: Adaption and Learning in Multi-Agent Systems 1995: 40-52
David Carmel Blog 