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Conversational Neuro-Symbolic Commonsense Reasoning

Jun 19, 2020
Forough Arabshahi, Jennifer Lee, Mikayla Gawarecki, Kathryn Mazaitis, Amos Azaria, Tom Mitchell


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Learning from Imperfect Annotations

Apr 07, 2020
Emmanouil Antonios Platanios, Maruan Al-Shedivat, Eric Xing, Tom Mitchell


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Jelly Bean World: A Testbed for Never-Ending Learning

Feb 15, 2020
Emmanouil Antonios Platanios, Abulhair Saparov, Tom Mitchell

* International Conference on Learning Representations 2020 
* Published as a conference paper at ICLR 2020 

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Game Design for Eliciting Distinguishable Behavior

Dec 12, 2019
Fan Yang, Liu Leqi, Yifan Wu, Zachary C. Lipton, Pradeep Ravikumar, William W. Cohen, Tom Mitchell

* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019) 

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Learning Data Manipulation for Augmentation and Weighting

Oct 28, 2019
Zhiting Hu, Bowen Tan, Ruslan Salakhutdinov, Tom Mitchell, Eric P. Xing

* NeurIPS 2019 

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Look-up and Adapt: A One-shot Semantic Parser

Oct 27, 2019
Zhichu Lu, Forough Arabshahi, Igor Labutov, Tom Mitchell

* 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP) 

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Relating Simple Sentence Representations in Deep Neural Networks and the Brain

Jun 27, 2019
Sharmistha Jat, Hao Tang, Partha Talukdar, Tom Mitchell

* Association for Computational Linguistics (ACL) 2019 

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Understanding language-elicited EEG data by predicting it from a fine-tuned language model

Apr 02, 2019
Dan Schwartz, Tom Mitchell

* To appear in Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics 

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Leveraging Knowledge Bases in LSTMs for Improving Machine Reading

Feb 25, 2019
Bishan Yang, Tom Mitchell

* ACL 2017 
* published at ACL 2017 

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Learning to Learn Semantic Parsers from Natural Language Supervision

Feb 22, 2019
Igor Labutov, Bishan Yang, Tom Mitchell

* published at EMNLP 2018 

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Contextual Parameter Generation for Universal Neural Machine Translation

Aug 26, 2018
Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom Mitchell

* Published in the proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2018 

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Joint Extraction of Events and Entities within a Document Context

Sep 12, 2016
Bishan Yang, Tom Mitchell

* Proceedings of NAACL-HLT 2016, pages 289-299 
* 11 pages, 2 figures, published at NAACL 2016 

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Inferring Interpersonal Relations in Narrative Summaries

Dec 01, 2015
Shashank Srivastava, Snigdha Chaturvedi, Tom Mitchell


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Efficient Inference and Learning in a Large Knowledge Base: Reasoning with Extracted Information using a Locally Groundable First-Order Probabilistic Logic

Apr 12, 2014
William Yang Wang, Kathryn Mazaitis, Ni Lao, Tom Mitchell, William W. Cohen

* arXiv admin note: substantial text overlap with arXiv:1305.2254 

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