Preprint Towards Effective Human-AI Collaboration in GUI-Based Interactive Task Learning Agents 2020 Li TJ-J, Chen J, Mitchell TM, Myers BA
Preprint We Don't Speak the Same Language: Interpreting Polarization through Machine Translation 2020 KhudaBukhsh AR, Sarkar R, Kamlet MS, Mitchell TM
Journal Article When is deep learning the best approach to knowledge tracing? 2020 • Journal of Educational Data Mining • 12(3):31-54 Gervet T, Koedinger K, Schneider J, Mitchell T
Preprint Competence-based Curriculum Learning for Neural Machine Translation 2019 Platanios EA, Stretcu O, Neubig G, Poczos B, Mitchell TM
Conference Competence-based Curriculum Learning for Neural Machine Translation 2019 • 2019 CONFERENCE OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: HUMAN LANGUAGE TECHNOLOGIES (NAACL HLT 2019), VOL. 1 • 1162-1172 Platanios EA, Stretcu O, Neubig G, Poczos B, Mitchell TM
Journal Article Competence-based Curriculum Learning for Neural Machine Translation 2019 1162-1172 Platanios EA, Stretcu O, Neubig G, Poczos B, Mitchell T
Journal Article Discourse in multimedia: A case study in extracting geometry knowledge from textbooks 2019 • Computational Linguistics • 45(4):627-665 Sachan M, Dubey A, Hovy EH, Mitchell TM, Roth D, Xing EP
Journal Article Discourse in Multimedia: A Case Study in Extracting Geometry Knowledge from Textbooks 2019 • Computational Linguistics • 45(4):627-665 Sachan M, Dubey A, Hovy EH, Mitchell TM, Roth D, Xing EP
Journal Article Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data 2019 • IEEE Transactions on Knowledge and Data Engineering • 31(12):2304-2318 Fu X, Huang K, Papalexakis EE, Song HA, Talukdar P, Sidiropoulos ND, Faloutsos C, Mitchell T
Preprint Game Design for Eliciting Distinguishable Behavior 2019 Yang F, Leqi L, Wu Y, Lipton ZC, Ravikumar P, Cohen WW, Mitchell T
Conference Game Design for Eliciting Distinguishable Behavior 2019 • Advances in Neural Information Processing Systems • 32: Yang F, Liu L, Wu Y, Lipton ZC, Ravikumar P, Cohen WW, Mitchell T
Preprint Interactive Task and Concept Learning from Natural Language Instructions and GUI Demonstrations 2019 Li TJ-J, Radensky M, Jia J, Singarajah K, Mitchell TM, Myers BA
Chapter Language Processing in the Brain: Mapping Neural Activity to Language Meaning 2019 • HUMAN LANGUAGE: FROM GENES AND BRAINS TO BEHAVIOR • 325-335 Wehbe L, Fyshe A, Mitchell TM
Conference Learning Data Manipulation for Augmentation and Weighting 2019 • Advances in Neural Information Processing Systems • 32: Hu Z, Tan B, Salakhutdinov R, Mitchell T, Xing EP
Conference Learning to Ask for Conversational Machine Learning 2019 • 2019 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING AND THE 9TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (EMNLP-IJCNLP 2019) • 4164-4174 Srivastava S, Labutov I, Mitchell T
Preprint Learning to Learn Semantic Parsers from Natural Language Supervision 2019 Labutov I, Yang B, Mitchell T
Journal Article Look-up and Adapt: A One-shot Semantic Parser 2019 1129-1139 Lu Z, Arabshahi F, Labutov I, Mitchell T
Conference PUMICE: A Multi-Modal Agent that Learns Concepts and Conditionals from Natural Language and Demonstrations 2019 • PROCEEDINGS OF THE 32ND ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY (UIST 2019) • 577-589 Li TJ-J, Radensky M, Jial J, Singarajah K, Mitchell TM, Myers BA
Preprint Relating Simple Sentence Representations in Deep Neural Networks and the Brain 2019 Jat S, Tang H, Talukdar P, Mitchell T
Conference Relating Simple Sentence Representations in Deep Neural Networks and the Brain 2019 • 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019) • 5137-5154 Jat S, Tang H, Talukdar P, Mitchell T
Journal Article The lexical semantics of adjective-noun phrases in the human brain 2019 • Human Brain Mapping • 40(15):4457-4469 Fyshe A, Sudre G, Wehbe L, Rafidi N, Mitchell TM
Journal Article Toward Electrophysiology-Based Intelligent Adaptive Deep Brain Stimulation for Movement Disorders 2019 • Neurotherapeutics • 16(1):105-118 Neumann W-J, Turner RS, Blankertz B, Mitchell T, Kühn AA, Richardson RM
Conference Understanding language-elicited EEG data by predicting it from a fine-tuned language model 2019 • Naacl Hlt 2019 2019 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologies Proceedings of the Conference • 1:43-57 Schwartz D, Mitchell T
Conference APPINITE: A Multi-Modal Interface for Specifying Data Descriptions in Programming by Demonstration Using Natural Language Instructions 2018 • Proceedings of IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC • 105-114 Li TJ-J, Labutov I, Li XN, Zhang X, Shi W, Ding W, Mitchell TM, Myers BA
