Journal Article Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and applications 2016 • Statistical Analysis and Data Mining • 9(4):269-290 Papalexakis EE, Mitchell TM, Sidiropoulos ND, Faloutsos C, Talukdar PP, Murphy B
Conference "A spousal relation begins with a deletion of engage and ends with an addition of divorce": Learning state changing verbs from Wikipedia revision history 2015 • Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing • 518-523 Wijaya DT, Nakashole N, Mitchell TM
Conference A compositional and interpretable semantic space 2015 • NAACL HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference • 32-41 Fyshe A, Wehbe L, Talukdar P, Murphy B, Mitchell T
Conference A Knowledge-Intensive Model for Prepositional Phrase Attachment 2015 • PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1 • 365-375 Nakashole N, Mitchell TM
Conference AskWorld: Budget-Sensitive Query Evaluation for Knowledge-on-Demand 2015 • IJCAI International Joint Conference on Artificial Intelligence • 837-843 Samadi M, Talukdar P, Veloso M, Mitchell T
Conference Combining vector space embeddings with symbolic logical inference over open-domain text 2015 • AAAI Spring Symposium - Technical Report • SS-15-03:61-65 Gardner M, Talukdar P, Mitchell T
Conference Efficient and expressive knowledge base completion using subgraph feature extraction 2015 • Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing • 1488-1498 Gardner M, Mitchell T
Journal Article Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary 2015 • Transactions of the Association for Computational Linguistics • 3:257-270 Krishnamurthy J, Mitchell TM
Journal Article Machine learning: Trends, perspectives, and prospects 2015 • Science • 349(6245):255-260 Jordan MI, Mitchell TM
Conference Never-Ending Learning 2015 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 2302-2310 Mitchell T, and others
Conference Principled neuro-functional connectivity discovery 2015 • SIAM International Conference on Data Mining 2015, SDM 2015 • 631-639 Huang K, Faloutsos C, Sidiropoulos ND, Talukdar PP, Papalexakis EE, Mitchell TM
Conference Sense Discovery via Co-Clustering on Images and Text 2015 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 5298-5306 Chen X, Ritter A, Gupta A, Mitchell T
Conference Translation invariant word embeddings 2015 • Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing • 1084-1088 Gardner M, Huang K, Papalexakis E, Fu X, Talukdar P, Faloutsos C, Sidiropoulos N, Mitchell T
Conference Weakly supervised extraction of computer security events from twitter 2015 • WWW 2015 - Proceedings of the 24th International Conference on World Wide Web • 896-905 Ritter A, Wright E, Casey W, Mitchell T
Conference Aligning context-based statistical models of language with brain activity during reading 2014 • EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference • 233-243 Wehbe L, Vaswani A, Knight K, Mitchell T
Conference Assuming facts are expressed more than once 2014 • Proceedings of the 27th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2014 • 431-436 Betteridge J, Ritter A, Mitchell T
Conference CTPs: Contextual temporal profiles for time scoping facts using state change detection 2014 • EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference • 1930-1936 Wijaya DT, Nakashole N, Mitchell TM
Preprint Efficient Inference and Learning in a Large Knowledge Base: Reasoning with Extracted Information using a Locally Groundable First-Order Probabilistic Logic 2014 Wang WY, Mazaitis K, Lao N, Mitchell T, Cohen WW
Conference Estimating accuracy from unlabeled data 2014 • Uncertainty in Artificial Intelligence - Proceedings of the 30th Conference, UAI 2014 • 682-691 Platanios EA, Blum A, Mitchell T
Journal Article GOOD-ENOUGH BRAIN MODEL: <i>Challenges</i>, <i>Algorithms</i>, <i>and Discoveries in Multisubject Experiments</i> 2014 • Big Data • 2(4):216-229 Papalexakis EE, Fyshe A, Sidiropoulos ND, Talukdar PP, Mitchell TM, Faloutsos C
Conference Good-Enough Brain Model: Challenges, Algorithms and Discoveries in Multi-Subject Experiments 2014 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 95-104 Papalexakis EE, Fyshe A, Sidiropoulos ND, Talukdar PP, Mitchell TM, Faloutsos C
Journal Article Identifying Autism from Neural Representations of Social Interactions: Neurocognitive Markers of Autism 2014 • PLoS ONE • 9(12): Just MA, Cherkassky VL, Buchweitz A, Keller TA, Mitchell TM
Conference Incorporating vector space similarity in randomwalk inference over knowledge bases 2014 • EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference • 397-406 Gardner M, Talukdar P, Krishnamurthy J, Mitchell T
Journal Article Interpretable Semantic Vectors from a Joint Model of Brain- and Text-Based Meaning 2014 • Proceedings of the conference. Association for Computational Linguistics. Meeting • 489-499 Fyshe A, Talukdar PP, Murphy B, Mitchell TM
Conference Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar 2014 • PROCEEDINGS OF THE 52ND ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1 • 1188-1198 Krishnamurthy J, Mitchell TM
