Preprint Contextual Parameter Generation for Universal Neural Machine Translation 2018 Platanios EA, Sachan M, Neubig G, Mitchell T
Journal Article Discourse in Multimedia: A Case Study in Information Extraction 2018 Sachan M, Dubey KA, Hovy EH, Mitchell TM, Roth D, Xing EP
Preprint Discourse in Multimedia: A Case Study in Information Extraction 2018 Sachan M, Dubey KA, Hovy EH, Mitchell TM, Roth D, Xing EP
Chapter Framing the Problem of Interactive Task Learning 2018 • INTERACTIVE TASK LEARNING: HUMANS, ROBOTS, AND AGENTS ACQUIRING NEW TASKS THROUGH NATURAL INTERACTIONS • 9-15 Mitchell TM, Garrod S, Laird JE, Levinson SC, Koedinger KR
Conference Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems 2018 • Advances in Neural Information Processing Systems • 31: Sachan M, Dubey A, Mitchell T, Roth D, Xing EP
Chapter Learning Task Knowledge 2018 • INTERACTIVE TASK LEARNING: HUMANS, ROBOTS, AND AGENTS ACQUIRING NEW TASKS THROUGH NATURAL INTERACTIONS • 237-257 Salvucci DD, Laird JE, Chang F, Forbus KD, Kordjamshidi P, Mitchell TM, Mohan S, Spranger M, Stevenson S, Stocco A, Trafton JG
Conference Learning to Learn Semantic Parsers from Natural Language Supervision 2018 1676-1690 Labutov I, Yang B, Mitchell T
Conference LIA: A Natural Language Programmable Personal Assistant 2018 • CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2018): PROCEEDINGS OF SYSTEM DEMONSTRATIONS • 145-150 Labutov I, Srivastava S, Mitchell T
Journal Article Never-Ending Learning 2018 • Communications of the ACM • 61(5):103-115 Mitchell T, and others
Book Preface 2018 • Lecture Notes in Computer Science • 11309 LNAI:V-VII Wang S, Yamamoto V, Su J, Yang Y, Jones E, Iasemidis L, Mitchell T
Chapter Teaching Agents When They Fail: End User Development in Goal-Oriented Conversational Agents 2018 • STUDIES IN CONVERSATIONAL UX DESIGN • 119-137 Li TJ-J, Labutov I, Myers BA, Azaria A, Rudnicky AI, Mitchell TM
Conference Zero-shot Learning of Classifiers from Natural Language Quantification 2018 • PROCEEDINGS OF THE 56TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL), VOL 1 • 306-316 Srivastava S, Labutov I, Mitchell T
Conference A Joint Sequential and Relational Model for Frame-Semantic Parsing 2017 1247-1256 Yang B, Mitchell T
Conference A Probabilistic Generative Grammar for Semantic Parsing 2017 248-259 Saparov A, Saraswat V, Mitchell T
Conference An entity graph based Recommender System 2017 • AI Communications • 30(2):141-149 Chaudhari S, Azaria A, Mitchell T
Conference BRAINZOOM: High resolution reconstruction from multi-modal brain signals 2017 • Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017 • 216-223 Fu X, Huang K, Stretcu O, Song HA, Papalexakis E, Talukdar P, Mitchell T, Sidiropoulos N, Faloutsos C, Poczos B
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
Preprint Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach 2017 Platanios EA, Poon H, Mitchell TM, Horvitz E
Conference Joint Concept Learning and Semantic Parsing from Natural Language Explanations 2017 1527-1536 Srivastava S, Labutov I, Mitchell T
Conference Leveraging Knowledge Bases in LSTMs for Improving Machine Reading 2017 1436-1446 Yang B, Mitchell T
Conference Parsing Natural Language Conversations using Contextual Cues 2017 • IJCAI International Joint Conference on Artificial Intelligence • 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 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 • 871-876 Fu X, Huang K, Papalexakis EE, Song H-A, Talukdar PP, Sidiropoulos ND, Faloutsos C, Mitchell T
