Aaron Jaech

According to our database, Aaron Jaech authored at least 25 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models.

Qinyuan Ye, Madian Khabsa, Mike Lewis, Sinong Wang, Xiang Ren, Aaron Jaech

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Sparse Distillation: Speeding Up Text Classification by Using Bigger Models.

Qinyuan Ye, Madian Khabsa, Mike Lewis, Sinong Wang, Xiang Ren, Aaron Jaech

CoRR, 2021

Limitations of Autoregressive Models and Their Alternatives.

Chu-Cheng Lin, Aaron Jaech, Xin Li, Matthew R. Gormley, Jason Eisner

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Autoregressive Modeling is Misspecified for Some Sequence Distributions.

Chu-Cheng Lin, Aaron Jaech, Xin Li, Matthew R. Gormley, Jason Eisner

CoRR, 2020

2018

Low-Rank RNN Adaptation for Context-Aware Language Modeling.

Aaron Jaech, Mari Ostendorf

Trans. Assoc. Comput. Linguistics, 2018

Real-Time Prediction of the Duration of Distribution System Outages.

Aaron Jaech, Baosen Zhang, Mari Ostendorf, Daniel S. Kirschen

CoRR, 2018

Community Member Retrieval on Social Media Using Textual Information.

Aaron Jaech, Shobhit Hathi, Mari Ostendorf

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Collecting Code-Switched Data from Social Media.

Gideon Mendels, Victor Soto, Aaron Jaech, Julia Hirschberg

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Personalized Language Model for Query Auto-Completion.

Aaron Jaech, Mari Ostendorf

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Improving Context Aware Language Models.

Aaron Jaech, Mari Ostendorf

CoRR, 2017

Match-Tensor: a Deep Relevance Model for Search.

Aaron Jaech, Hetunandan Kamisetty, Eric K. Ringger, Charlie Clarke

CoRR, 2017

2016

Using Pronunciation-Based Morphological Subword Units to Improve OOV Handling in Keyword Search.

Yanzhang He, Peter Baumann, Hao Fang, Brian Hutchinson, Aaron Jaech, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Phonological Pun-derstanding.

Aaron Jaech, Rik Koncel-Kedziorski, Mari Ostendorf

Proceedings of the NAACL HLT 2016, 2016

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding.

Aaron Jaech, Larry P. Heck, Mari Ostendorf

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Hierarchical Character-Word Models for Language Identification.

Aaron Jaech, George Mulcaire, Shobhit Hathi, Mari Ostendorf, Noah A. Smith

Proceedings of The Fourth International Workshop on Natural Language Processing for Social Media, 2016

A Neural Model for Language Identification in Code-Switched Tweets.

Aaron Jaech, George Mulcaire, Mari Ostendorf, Noah A. Smith

Proceedings of the Second Workshop on Computational Approaches to Code Switching@EMNLP 2016, 2016

2015

Leveraging Twitter for Low-Resource Conversational Speech Language Modeling.

Aaron Jaech, Mari Ostendorf

CoRR, 2015

Talking to the crowd: What do people react to in online discussions?

Aaron Jaech, Victoria Zayats, Hao Fang, Mari Ostendorf, Hannaneh Hajishirzi

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

What Your Username Says About You.

Aaron Jaech, Mari Ostendorf

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2012

Automatic segmentation of cardiosynchronous waveforms using cepstral analysis and continuous wavelet transforms.

Chandrasekhar Bhagavatula, Aaron Jaech, Marios Savvides, Vijayakumar Bhagavatula, Robert Friedman, Rebecca Blue, Marc O. Griofa

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Classification of cardiosynchronous waveforms by projection to a Legendre Polynomial sub-space.

Aaron Jaech, Rebecca Blue, Robert Friedman, Marc O. Griofa, Marios Savvides, B. V. K. Vijaya Kumar

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Gait-ID on the move: Pace independent human identification using cell phone accelerometer dynamics.

Felix Juefei-Xu, Chandrasekhar Bhagavatula, Aaron Jaech, Unni Prasad, Marios Savvides

Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

2011

Fusion of region-based representations for gender identification.

Si Ying Diana Hu, Brendan Jou, Aaron Jaech, Marios Savvides

Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Preliminary feasibility analysis of remote subject identification during hemodynamic monitoring by Radio Frequency Impedance.

Marc O. Griofa, Rebecca S. Blue, Robert Friedman, Philip Hamski, Madhusudan Bhagavatula, Aaron Jaech, Si Ying Diana Hu, Marios Savvides

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Radio Frequency cardiopulmonary waveform for subject identification.

Marc O. Griofa, Rebecca Blue, Robert Friedman, Aaron Jaech, Madhusudan Bhagavatula, Siying D. Hu, Marios Savvides

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011