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  • 2023

    A GPU-Accelerated Population Generation, Sorting, and Mutation Kernel for an Optimization-Based Causal Inference Model

    Cho, W. K. T. & Liu, Y., Aug 7 2023, 52nd International Conference on Parallel Processing, ICPP 2023 - Workshops Proceedings. Association for Computing Machinery, p. 167-171 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2019

    Parallel Hybrid Metaheuristics with Distributed Intensification and Diversification for Large-scale Optimization in Big Data Statistical Analysis

    Cho, W. K. T. & Liu, Y. Y., 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. 3312-3320 9 p. 9006045. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 2017

    Towards problem solving agents that communicate and learn

    Narayan-Chen, A., Graber, C., Das, M., Islam, M. R., Dan, S., Natarajan, S., Doppa, J. R., Hockenmaier, J., Palmer, M. & Roth, D., 2017, Proceedings of the 1st Workshop on Language Grounding for Robotics, RoboNLP 2017 at the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017. Bansal, M., Matuszek, C., Andreas, J., Artzi, Y. & Bisk, Y. (eds.). Association for Computational Linguistics (ACL), p. 95-103 9 p. (Proceedings of the 1st Workshop on Language Grounding for Robotics, RoboNLP 2017 at the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2016

    A parallel evolutionary algorithm for subset selection in causal inference models

    Cho, W. K. T. & Liu, Y. Y., Jul 17 2016, Proceedings of XSEDE 2016: Diversity, Big Data, and Science at Scale. Association for Computing Machinery, a7. (ACM International Conference Proceeding Series; vol. 17-21-July-2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Behavioral Genetic Toolkits: Toward the Evolutionary Origins of Complex Phenotypes

    Rittschof, C. C. & Robinson, G. E., 2016, Genes and Evolution. Orgogozo, V. (ed.). Academic Press, p. 157-204 48 p. (Current Topics in Developmental Biology; vol. 119).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Cross-lingual models of word embeddings: An empirical comparison

    Upadhyay, S., Faruqui, M., Dyer, C. & Roth, D., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. Association for Computational Linguistics (ACL), p. 1661-1670 10 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Cross-lingual wikification using multilingual embeddings

    Tsai, C. T. & Roth, D., 2016, 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 589-598 10 p. (2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Edison: Feature extraction for NLP, simplified

    Sammons, M., Christodoulopoulos, C., Kordjamshidi, P., Khashabi, D., Srikumar, V., Vijayakumar, P., Bokhari, M., Wu, X. & Roth, D., 2016, Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016. Calzolari, N., Choukri, K., Mazo, H., Moreno, A., Declerck, T., Goggi, S., Grobelnik, M., Odijk, J., Piperidis, S., Maegaard, B. & Mariani, J. (eds.). European Language Resources Association (ELRA), p. 4085-4092 8 p. (Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Entity disambiguation with linkless knowledge bases

    Li, Y., Tan, S., Sun, H., Han, J., Roth, D. & Yan, X., 2016, 25th International World Wide Web Conference, WWW 2016. International World Wide Web Conferences Steering Committee, p. 1261-1270 10 p. (25th International World Wide Web Conference, WWW 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Grammatical error correction: Machine translation and classifiers

    Rozovskaya, A. & Roth, D., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. Association for Computational Linguistics (ACL), p. 2205-2215 11 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers; vol. 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Labeling the semantic roles of commas

    Arivazhagan, N., Christodoulopoulos, C. & Roth, D., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. American Association for Artificial Intelligence (AAAI) Press, p. 2885-2891 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Learning invariants using decision trees and implication counterexamples

    Garg, P., Neider, D., Madhusudan, P. & Roth, D., Jan 11 2016, POPL 2016 - Proceedings of the 43rd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages. Majumdar, R. & Bodik, R. (eds.). Association for Computing Machinery, p. 499-512 14 p. (Conference Record of the Annual ACM Symposium on Principles of Programming Languages; vol. 20-22-January-2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Two discourse driven language models for semantics

    Peng, H. & Roth, D., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. Association for Computational Linguistics (ACL), p. 290-300 11 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Will i Get in? Modeling the Graduate Admission Process for American Universities

    Gupta, N., Sawhney, A. & Roth, D., Jul 2 2016, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. Domeniconi, C., Gullo, F., Bonchi, F., Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Baeza-Yates, R., Baeza-Yates, R., Zhou, Z.-H. & Wu, X. (eds.). IEEE Computer Society, p. 631-638 8 p. 7836726. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 0).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Word embeddings with limited memory

    Ling, S., Song, Y. & Roth, D., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. Association for Computational Linguistics (ACL), Vol. 2.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Word embeddings with limited memory

    Ling, S., Song, Y. & Roth, D., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers. Association for Computational Linguistics (ACL), p. 387-392 6 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 2015

    A scalable computational approach to political redistricting optimization

    Liu, Y. Y., Cho, W. K. T. & Wang, S., Jul 26 2015, Proceedings of the XSEDE 2015 Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure. Association for Computing Machinery, a6. (ACM International Conference Proceeding Series; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Beyond theory and data in preference modeling: Bringing humans into the loop

    Allen, T. E., Chen, M., Goldsmith, J., Mattei, N., Popova Anna, A., Regenwetter, M., Rossi, F. & Zwilling, C., 2015, Algorithmic Decision Theory - 4th International Conference, ADT 2015, Proceedings. Walsh, T. (ed.). Springer, p. 3-18 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9346).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Constrained information-theoretic tripartite graph clustering to identify semantically similar relations

    Wang, C., Song, Y., Roth, D., Wang, C., Han, J., Ji, H. & Zhang, M., 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 3882-3889 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Debiasing crowdsourced batches

    Zhuang, H., Parameswaran, A., Roth, D. & Han, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1593-1602 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Distributed box-constrained quadratic optimization for dual linear SVM

    Lee, C. P. & Roth, D., 2015, 32nd International Conference on Machine Learning, ICML 2015. Blei, D. & Bach, F. (eds.). International Machine Learning Society (IMLS), p. 987-996 10 p. (32nd International Conference on Machine Learning, ICML 2015; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Incorporating world knowledge to document clustering via heterogeneous information networks

    Wang, C., Song, Y., El-Kishky, A., Roth, D., Zhang, M. & Han, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1215-1224 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Joint mention extraction and classification with mention hypergraphs

    Lu, W. & Roth, D., 2015, Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 857-867 11 p. (Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Saul: Towards declarative learning based programming

    Kordjamshidi, P., Roth, D. & Wu, H., 2015, Embedded Machine Learning - Papers from the AAAI 2015 Fall Symposium, Technical Report. AI Access Foundation, p. 12-19 8 p. (AAAI Fall Symposium - Technical Report; vol. FS-15-04).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Saul: Towards declarative learning based programming

    Kordjamshidi, P., Roth, D. & Wu, H., 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 1844-1851 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Solving general arithmetic word problems

    Roy, S. & Roth, D., 2015, Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 1743-1752 10 p. (Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Solving hard coreference problems

    Peng, H., Khashabi, D. & Roth, D., 2015, NAACL HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 809-819 11 p. (NAACL HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Unsupervised sparse vector densification for short text similarity

    Song, Y. & Roth, D., 2015, NAACL HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1275-1280 6 p. (NAACL HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 2014

    Panel - The ethics of nuclear energy in the post-Fukushima Era

    Gardoni, P., Hillerbrand, R., Murphy, C. & Taebi, B., 2014, 2014 IEEE International Symposium on Ethics in Science, Technology and Engineering, ETHICS 2014. Institute of Electrical and Electronics Engineers Inc., 6893373. (2014 IEEE International Symposium on Ethics in Science, Technology and Engineering, ETHICS 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Teaching the Parks

    Pahre, R. D. & Steele, C., 2014, Protected Areas in a Changing World: Proceedings of the 2013 George Wright Society Conference on Parks, Protected Areas, and Cultural Sites. Weber, S. (ed.). The George Wright Society, p. 127-133

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Telling Stories of Nature and Humans in Midwest National Park Units

    Pahre, R. D., 2014, Protected Areas in a Changing World: Proceedings of the 2013 George Wright Society Conference on Parks, Protected Areas, and Cultural Sites. Weber, S. (ed.). The George Wright Society, p. 121-126

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2012

    Theoretical Concerns in Networks of Protected Areas: Symmetry and Asymmetry

    Pahre, R. D., 2012, Rethinking Protected Areas in a Changing World: Proceedings of the 2011 GWS Biennial Conference on Parks, Protected Areas, and Cultural Sites. Weber, S. (ed.). The George Wright Society, p. 260-264

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • TrueSight: Self-training algorithm for splice junction detection using RNA-seq

    Li, Y., Li, H. M., Burns, P., Borodovsky, M., Robinson, G. E. & Ma, J., 2012, Research in Computational Molecular Biology - 16th Annual International Conference, RECOMB 2012, Proceedings. p. 163-164 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7262 LNBI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2010

    Game-Theoretic Insights into Effective Cooperation Among National Parks and Indian Tribes

    Pahre, R. D., 2010, Rethinking Protected Areas in a Changing World: Proceedings of the 2009 GWS Biennial Conference on Parks, Protected Areas, and Cultural Sites. Weber, S. (ed.). The George Wright Society, p. 67-72

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2009

    Evo-devo and the evolution of social behavior: Brain gene expression analyses in social insects

    Toth, A. L. & Robinson, G. E., 2009, Cold Spring Harbor Symposia on Quantitative Biology. p. 419-426 8 p. (Cold Spring Harbor Symposia on Quantitative Biology; vol. 74).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1998

    Learning to resolve natural language ambiguities: A unified approach

    Roth, D., 1998, Proceedings of the National Conference on Artificial Intelligence. Anon (ed.). American Association for Artificial Intelligence (AAAI) Press, p. 806-813 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution