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• 2020

  Interactive Information Retrieval: Models, Algorithms, and Evaluation

  Zhai, C. X., Jul 25 2020, SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 2444-2447 4 p. (SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Information retrieval
  • Information retrieval systems
  • Search engines
  • Feedback
• 2019

  Wosview Demo: A tool to explore the web of slides

  Labhishetty, S., Bhavya, Pei, K., Boughoula, A. & Zhai, C., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Navigation
  • Students
  • Feedback
  • student

• Exploiting Knowledge Graph to Improve Text-based Prediction

  Jiang, S., Zhai, C. & Mei, Q., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1407-1416 10 p. 8622123. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Supervised learning
  • Sensors
  • Big data
  • Decision making
  • Semantics

• Neural machine translation with soft prototype

  Wang, Y., Xia, Y., Tian, F., Gao, F., Qin, T., Zhai, C. X. & Liu, T. Y., 2019, In: Advances in Neural Information Processing Systems. 32

  Research output: Contribution to journal › Conference article › peer-review

  • Decoding
  • Costs
• 2017

  Numerical facet range partition: Evaluation metric and methods

  Liu, X., Zhai, C., Han, W. & Gungor, O., 2017, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 662-671 10 p. (26th International World Wide Web Conference 2017, WWW 2017 Companion).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Search engines
  • Navigation

• Constructing and embedding abstract event causality networks from text snippets

  Zhao, S., Wang, Q., Massung, S., Qin, B., Liu, T., Wang, B. & Zhai, C. X., Feb 2 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 335-344 10 p. (WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Financial markets
  • Vector spaces

• A conditional probabilistic model for joint analysis of symptoms, diseases, and herbs in traditional Chinese medicine patient records

  Wang, S., Huang, E. W., Zhang, R., Zhang, X., Liu, B., Zhou, X. & Zhai, C., Jan 17 2017, Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Burrage, K., Zhu, Q., Liu, Y., Tian, T., Wang, Y., Hu, X. T., Jiang, Q., Song, J., Morishita, S., Burrage, K. & Wang, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 411-418 8 p. 7822553. (Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Statistical Models
  • Chinese Traditional Medicine
  • Medicine
  • Modern 1601-history
  • Prescriptions
• 2019

  Multi-Attribute Topic Feature Construction for Social Media-based Prediction

  Morales, A., Gandhi, N., Chan, M. P. S., Lohmann, S., Sanchez, T., Brady, K. A., Ungar, L., Albarracín, D. & Zhai, C., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1073-1078 6 p. 8622347. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Viruses
  • Metadata
  • Semantics

• Quantifying and visualizing the demand and supply gap from e-commerce search data using topic models

  Goswami, A., Mohapatra, P. & Zhai, C., May 13 2019, The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 348-353 6 p. (The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sales
  • Industry
  • Economics
  • Marketing
  • Engines

• Non-local Attention Learning on Large Heterogeneous Information Networks

  Xiao, Y., Zhang, Z., Yang, C. & Zhai, C., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 978-987 10 p. 9006463. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Information Networks
  • Neural networks
  • Big data
  • Graph
  • Scalability

• Multi-agent dual learning

  Wang, Y., Xia, Y., He, T., Tian, F., Qin, T., Zhai, C. X. & Liu, T. Y., 2019.

  Research output: Contribution to conference › Paper › peer-review

  • Duality
  • Dual Task
  • Computer Vision
  • English People
  • learning
• 2017

  Framing Electronic Medical Records as Polylingual Documents in Query Expansion

  Huang, E. W., Wang, S., Lee, D. J. L., Zhang, R., Liu, B., Zhou, X. & Zhai, C. X., 2017, In: AMIA ... Annual Symposium proceedings. AMIA Symposium. 2017, p. 940-949 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Electronic Health Records
  • Semantics
  • Terminology
  • Medical Records
  • Language
• 2020

  Biosystems Design by Machine Learning

  Volk, M. J., Lourentzou, I., Mishra, S., Vo, L. T., Zhai, C. & Zhao, H., Jul 17 2020, In: ACS synthetic biology. 9, 7, p. 1514-1533 20 p.

  Research output: Contribution to journal › Article › peer-review

  • Machine Learning
  • Machine learning
  • Nucleic acids
  • Nucleic Acids
  • Enzymes
• 2017

  Dynamic credit allocation in scientific literature

  Bao, P. & Zhai, C., Jul 1 2017, In: Scientometrics. 112, 1, p. 595-606 12 p.

  Research output: Contribution to journal › Article › peer-review

  • technical literature
  • credit
  • Large scale systems
  • Reinforcement
  • scientific community
• 2020

  Finding contextually consistent information units in legal text

  Seyler, D., Bruin, P., Bayyapu, P. & Zhai, C. X., 2020, In: CEUR Workshop Proceedings. 2645, p. 48-51 4 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Data mining
• 2017

  A study of feature construction for text-based forecasting of time series variables

  Wang, Y., Seyler, D., Santu, S. K. K. & Zhai, C. X., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2347-2350 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Time Series Forecasting
  • Topic Model
  • Stock Market
  • Virus
  • Temperature
• 2020

  FigExplorer: A System for Retrieval and Exploration of Figures from Collections of Research Articles

  Kuzi, S., Zhai, C. X., Tian, Y. & Tang, H., Jul 25 2020, SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 2133-2136 4 p. (SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Neural networks

• Empirical Analysis of Impact of Query-Specific Customization of nDCG: A Case-Study with Learning-to-Rank Methods

  Karmaker, S. S. K., Sondhi, P. & Zhai, C. X., Oct 19 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3281-3284 4 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Learning to Rank
  • Customization
  • Query
  • Empirical Analysis
  • Relative Performance
• 2017

  Towards Privacy-Preserving Evaluation for Information Retrieval Models Over Industry Data Sets

  Yang, P., Zhou, M., Chang, Y., Zhai, C. & Fang, H., Jan 1 2017, Information Retrieval Technology - 13th Asia Information Retrieval Societies Conference, AIRS 2017, Proceedings. Yang, G. H., Xu, S., Sung, W-K., Jung, H., Lee, S., Lee, J., Chinnasarn, K., Sumiya, K., Dou, Z. & Ha, Y-G. (eds.). Springer-Verlag Berlin Heidelberg, p. 210-221 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10648 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Privacy Preserving
  • Information Retrieval
  • Industry
  • Information retrieval
  • Evaluation

• On application of learning to rank for e-commerce search

  Santu, S. K. K., Sondhi, P. & Zhai, C., Aug 7 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 475-484 10 p. (SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Feedback
  • Crowdsourcing
  • Electronic commerce
  • Search engines
  • Information retrieval
• 2019

  Figure retrieval from collections of research articles

  Kuzi, S. & Zhai, C. X., 2019, Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Proceedings. Azzopardi, L., Stein, B., Hauff, C., Mayr, P., Hiemstra, D. & Fuhr, N. (eds.). Springer-Verlag Berlin Heidelberg, p. 696-710 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11437 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Retrieval
  • Figure
  • Query
  • Corpus
  • Text

• TILM: A neural language model with evolving topical influence

  Santu, S. K. K., Veeramachaneni, K. & Zhai, C. X., 2019, CoNLL 2019 - 23rd Conference on Computational Natural Language Learning, Proceedings of the Conference. Association for Computational Linguistics, p. 778-788 11 p. (CoNLL 2019 - 23rd Conference on Computational Natural Language Learning, Proceedings of the Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2020

  Explanation Mining

  Bhavya & Zhai, C. X., Aug 12 2020, L@S 2020 - Proceedings of the 7th ACM Conference on Learning @ Scale. Association for Computing Machinery, p. 321-324 4 p. (L@S 2020 - Proceedings of the 7th ACM Conference on Learning @ Scale).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Textbooks
  • Information retrieval
• 2017

  Probabilistic topic models for text data retrieval and analysis

  Zhai, C., Aug 7 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1399-1401 3 p. (SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Statistical Models
  • Semantics
  • Electronic mail
  • Intelligent systems
  • Information retrieval

• Hemnet: Integration of electronic medical records with molecular interaction networks and domain knowledge for survival analysis

  Huang, E. W., Zhang, R., Liu, J., Wang, S., Liu, B., Zhou, X., Zhai, C., Li, B., Zhang, R. & Lin, H., Aug 20 2017, ACM-BCB 2017 - Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 378-387 10 p. (ACM-BCB 2017 - Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Molecular interactions
  • Electronic medical equipment
  • Electronic Health Records
  • Survival Analysis
  • Data Mining

• Modeling the influence of popular trending events on user search behavior

  Santu, S. K. K., Li, L., Park, D. H., Chang, Y. & Zhai, C. X., 2017, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 535-544 10 p. (26th International World Wide Web Conference 2017, WWW 2017 Companion).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data mining
  • Social sciences
  • Search engines
• 2019

  A generative model for discovering action-based roles and community role compositions on community question answering platforms

  Geigle, C., Dev, H., Sundaram, H. & Zhai, C. X., 2019, p. 181-192. 12 p.

  Research output: Contribution to conference › Paper › peer-review

  • Chemical analysis
  • Health
  • Probability distributions
  • Experiments

• In Search of Zora/When Metadata Isn’t Enough: Rescuing the Experiences of Black Women Through Statistical Modeling

  Brown, N. M., Mendenhall, R., Black, M., Moer, M. V., Flynn, K., McKee, M., Zerai, A., Lourentzou, I. & Zhai, C. X., Oct 8 2019, In: Journal of Library Metadata. 19, 3-4, p. 141-162 22 p.

  Research output: Contribution to journal › Article › peer-review

  • American
  • experience
  • poetry
  • newspaper
  • conversation
• 2020

  Structural and Textual Information Fusion for Symptom and Disease Representation Learning

  Zhao, S., Jiang, M., Qin, B., Liu, T., Zhai, C. & Wang, F., 2020, (Accepted/In press) In: IEEE Transactions on Knowledge and Data Engineering.

  Research output: Contribution to journal › Article › peer-review

  • Information fusion
  • Health

• Axiomatic thinking for information retrieval: introduction to special issue

  Amigó, E., Fang, H., Mizzaro, S. & Zhai, C., Jun 1 2020, In: Information Retrieval Journal. 23, 3, p. 187-190 4 p.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access
• 2017

  High-dimensional variance-reduced stochastic gradient expectation-maximization algorithm

  Zhu, R., Wang, L., Zhai, C. & Gu, Q., 2017, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), p. 6337-6345 9 p. (34th International Conference on Machine Learning, ICML 2017; vol. 8).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Linear regression
  • Parameter estimation
  • Computational complexity
  • Experiments
• 2020

  A Study of Methods for the Generation of Domain-Aware Word Embeddings

  Seyler, D. & Zhai, C. X., Jul 25 2020, SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1609-1612 4 p. (SIGIR 2020 - Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Interpolation
  • Embeddings (Algorithms)
  • Fusion reactions
• 2017

  Dual-clustering maximum entropy with application to classification and word embedding

  Wang, X., Wang, J. & Zhai, C., 2017, p. 3323-3329. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Entropy
  • Machine learning
  • Costs

• Text-based geolocation prediction of social media users with neural networks

  Lourentzou, I., Morales, A. & Zhai, C., Jul 1 2017, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Nie, J-Y., Obradovic, Z., Suzumura, T., Ghosh, R., Nambiar, R., Wang, C., Zang, H., Baeza-Yates, R., Baeza-Yates, R., Hu, X., Kepner, J., Cuzzocrea, A., Tang, J. & Toyoda, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 696-705 10 p. (Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017; vol. 2018-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social Media
  • Neural Networks
  • Text
  • Recommendation System
  • Speech Recognition

• A probabilistic approach for discovering difficult course topics using clickstream data

  Boughoula, A., Geigle, C. & Zhai, C. X., Apr 12 2017, L@S 2017 - Proceedings of the 4th (2017) ACM Conference on Learning at Scale. Association for Computing Machinery, Inc, p. 303-306 4 p. (L@S 2017 - Proceedings of the 4th (2017) ACM Conference on Learning at Scale).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Students
  • ranking
  • voter
  • student
  • Search engines

• Axiomatic thinking for information retrieval-and related tasks

  Amigo, E., Fang, H., Mizzaro, S. & Zhai, C., Aug 7 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1419-1420 2 p. (SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Information retrieval
  • Information retrieval systems
  • Search engines
  • Acoustic waves

• Information retrieval evaluation as search simulation: A general formal framework for IR evaluation

  Zhang, Y., Liu, X. & Zhai, C., Oct 1 2017, ICTIR 2017 - Proceedings of the 2017 ACM SIGIR International Conference on the Theory of Information Retrieval. Association for Computing Machinery, Inc, p. 193-200 8 p. (ICTIR 2017 - Proceedings of the 2017 ACM SIGIR International Conference on the Theory of Information Retrieval).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Information retrieval
  • Experiments

• Modeling MOOC student behavior with two-layer hidden Markov models

  Geigle, C. & Zhai, C. X., 2017, p. 6. 1 p.

  Research output: Contribution to conference › Paper › peer-review

  • Hidden Markov models
  • Students
• 2020

  Collective development of large scale data science products via modularized assignments: An experience report

  Bhavya, Boughoula, A., Green, A. & Zhai, C. X., Feb 26 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, p. 1200-1206 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Data Science
  • Assignment
  • Students
  • experience
  • Expert Finding
• 2017

  Blind men and the elephant: Thurstonian pairwise preference for ranking in crowdsourcing

  Wang, X., Wang, J., Jie, L., Zhai, C. & Chang, Y., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Wu, X., Baeza-Yates, R., Domingo-Ferrer, J. & Zhou, Z-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 509-518 10 p. 7837875. (Proceedings - IEEE International Conference on Data Mining, ICDM).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Crowdsourcing
  • Labeling
  • Information retrieval
  • Data mining
  • Testing
• 2019

  Web of slides: Automatic linking of lecture slides to facilitate navigation

  Labhishetty, S., Bhavya, Pei, K., Boughoula, A. & Zhai, C., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Navigation
  • learning
• 2017

  Identifying Humor in Reviews using Background Text Sources

  Morales, A. & Zhai, C., Jan 1 2017, EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 492-501 10 p. (EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Supervised learning

• Modeling MOOC student behavior with two-layer hidden markov models

  Geigle, C. & Zhai, C. X., Apr 12 2017, L@S 2017 - Proceedings of the 4th (2017) ACM Conference on Learning at Scale. Association for Computing Machinery, Inc, p. 205-208 4 p. (L@S 2017 - Proceedings of the 4th (2017) ACM Conference on Learning at Scale).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hidden Markov models
  • Students
  • behavior pattern
  • student
  • educator

• Temporal reflected logistic regression for probabilistic heart failure survival score prediction

  Qian, M., Pathak, J., Pereira, N. L. & Zhai, C., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Yoo, I., Zheng, J. H., Gong, Y., Hu, X. T., Shyu, C-R., Bromberg, Y., Gao, J. & Korkin, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 410-416 7 p. (Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017; vol. 2017-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Logistics
  • Heart Failure
  • Logistic Models
  • Survival
  • Electronic Health Records
• 2019

  Livedatalab: A cloud-based platform to facilitate hands-on data science education at scale

  Green, A. & Zhai, C. X., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data Science
  • Education
  • instructor
  • grading
  • Demonstrations
• 2020

  CrowdQM: Learning Aspect-Level User Reliability and Comment Trustworthiness in Discussion Forums

  Morales, A., Narang, K., Sundaram, H. & Zhai, C., 2020, Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Proceedings. Lauw, H. W., Lim, E-P., Wong, R. C-W., Ntoulas, A., Ng, S-K. & Pan, S. J. (eds.). Springer, p. 592-605 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12084 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Trustworthiness
  • Learning
  • Community
  • Semantic Similarity
  • Reinforcement
• 2019

  Analysis of adaptive training for learning to rank in information retrieval

  Kuzi, S., Labhishetty, S., Santu, S. K. K., Joshi, P. P. & Zhai, C. X., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2325-2328 4 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Learning to Rank
  • Information Retrieval
  • Query
  • Ranking Function
  • Search Engine
• 2020

  Leveraging Personalized Sentiment Lexicons for Sentiment Analysis

  Seyler, D., Shen, J., Xiao, J., Wang, Y. & Zhai, C. X., Sep 14 2020, ICTIR 2020 - Proceedings of the 2020 ACM SIGIR International Conference on Theory of Information Retrieval. Association for Computing Machinery, p. 109-112 4 p. (ICTIR 2020 - Proceedings of the 2020 ACM SIGIR International Conference on Theory of Information Retrieval).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Sentiment analysis
• 2019

  Adapting sequence to sequence models for text normalization in social media

  Lourentzou, I., Manghnani, K. & Zhai, C. X., 2019, p. 335-345. 11 p.

  Research output: Contribution to conference › Paper › peer-review

  • Speech analysis
  • Linguistics
  • Experiments

• Help me search: Leveraging user-system collaboration for query construction to improve accuracy for difficult queries

  Kuzi, S., Pampari, A., Narwekar, A. & Zhai, C. X., Jul 18 2019, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1221-1224 4 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Collaboration
  • Search engines
  • Query
  • Search Engine
  • Strategy