Preprint Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach 2017 Platanios EA, Poon H, Mitchell TM, Horvitz E
Conference Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach 2017 • Advances in Neural Information Processing Systems • 30: Platanios EA, Poon H, Mitchell TM, Horvitz E
Conference Joint concept learning and semantic parsing from natural language explanations 2017 • EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings • 1527-1536 Srivastava S, Labutov I, Mitchell T
Conference Leveraging knowledge bases in LSTMs for improving machine reading 2017 • ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers) • 1:1436-1446 Yang B, Mitchell T
Conference Parsing natural language conversations using contextual cues 2017 • IJCAI International Joint Conference on Artificial Intelligence • 0:4089-4095 Srivastava S, Azaria A, Mitchell T
Journal Article Sensorimotor experience and verb-category mapping in human sensory, motor and parietal neurons 2017 • Cortex • 92:304-319 Yang Y, Dickey MW, Fiez J, Murphy B, Mitchell T, Collinger J, Tyler-Kabara E, Bollinger M, Wang W
Journal Article Track how technology is transforming work 2017 • Nature • 544(7650):290-292 Mitchell T, Brynjolfsson E
Journal Article What can machine learning do? Workforce implications: Profound change is coming, but roles for humans remain 2017 • Science • 358(6370):1530-1534 Brynjolfsson E, Mitchell T
Conference Efficient and distributed algorithms for large-scale generalized canonical correlations analysis 2016 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 0:871-876 Fu X, Huang K, Papalexakis EE, Song HA, Talukdar PP, Sidiropoulos ND, Faloutsos C, Mitchell T
Conference Estimating accuracy from unlabeled data: A Bayesian approach 2016 • 33rd International Conference on Machine Learning, ICML 2016 • 3:2122-2133 Platanios EA, Dubey A, Mitchell T
Conference Inferring interpersonal relations in narrative summaries 2016 • 30th AAAI Conference on Artificial Intelligence, AAAI 2016 • 2807-2813 Srivastava S, Chaturvedi S, Mitchell T
Conference Instructable Intelligent Personal Agent 2016 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 2681-2689 Azaria A, Krishnamurthy J, Mitchell TM
Conference Joint extraction of events and entities within a document context 2016 • 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference • 289-299 Yang B, Mitchell T
Conference Mapping verbs in different languages to knowledge base relations using web text as interlingua 2016 • 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference • 818-827 Wijaya DT, Mitchell TM
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
