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Joseph J. Peper
Joseph J. Peper
Verified email at umich.edu
Title
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Year
An evaluation dataset for intent classification and out-of-scope prediction
S Larson, A Mahendran, JJ Peper, C Clarke, A Lee, P Hill, JK Kummerfeld, ...
arXiv preprint arXiv:1909.02027, 2019
4862019
A large-scale corpus for conversation disentanglement
JK Kummerfeld, SR Gouravajhala, J Peper, V Athreya, C Gunasekara, ...
arXiv preprint arXiv:1810.11118, 2018
131*2018
Generative aspect-based sentiment analysis with contrastive learning and expressive structure
JJ Peper, L Wang
arXiv preprint arXiv:2211.07743, 2022
322022
Systems and methods for machine learning-based multi-intent segmentation and classification
J Peper, P Hill, K Leach, S Stapleton, JK Kummerfeld, J Hauswald, ...
US Patent 10,824,818, 2020
182020
One Agent To Rule Them All: Towards Multi-agent Conversational AI
C Clarke, JJ Peper, K Krishnamurthy, W Talamonti, K Leach, W Lasecki, ...
arXiv preprint arXiv:2203.07665, 2022
92022
& Mars, J.(2019). An evaluation dataset for intent classification and out-of-scope prediction
S Larson, A Mahendran, JJ Peper, C Clarke, A Lee, P Hill
arXiv preprint arXiv:1909.02027, 1909
61909
Extracting Latent Needs From Online Reviews Through Deep Learning Based Language Model
Y Han, R Bruggeman, J Peper, EC Chehade, T Marion, P Ciuccarelli, ...
Proceedings of the Design Society 3, 1855-1864, 2023
22023
Systems and methods for mixed setting training for slot filling machine learning tasks in a machine learning task-oriented dialogue system
DC Michelin, JK Kummerfeld, K Leach, S Larson, JJ Peper, Y Zhang
US Patent 11,043,208, 2021
22021
Systems and methods for machine learning based multi intent segmentation and classification
J Peper, P Hill, K Leach, S Stapleton, JK Kummerfeld, J Hauswald, ...
US Patent App. 16/783,604, 2020
12020
PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization
JJ Peper, W Qiu, L Wang
arXiv preprint arXiv:2311.09836, 2023
2023
Appendices: A Large-Scale Corpus for Conversational Disentanglement
JK Kummerfeld, SR Gouravajhala, JJ Peper, V Athreya, C Gunasekara, ...
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