Seguir
Stefan Larson
Stefan Larson
Vanderbilt University
E-mail confirmado em umich.edu - Página inicial
Título
Citado por
Citado por
Ano
An evaluation dataset for intent classification and out-of-scope prediction
S Larson, A Mahendran, JJ Peper, C Clarke, A Lee, P Hill, K Leach, ...
arXiv preprint arXiv, 2019
4412019
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems
S Larson, A Mahendran, A Lee, JK Kummerfeld, P Hill, MA Laurenzano, ...
NAACL, 2019
442019
LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction
J Solawetz, S Larson
EACL, 2021
262021
Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness
S Larson, A Zheng, A Mahendran, R Tekriwal, A Cheung, E Guldan, ...
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
172020
Evaluating out-ofdistribution performance on document image classifiers
S Larson, G Lim, Y Ai, D Kuang, K Leach
Thirty-sixth Conference on Neural Information Processing Systems Datasets …, 2022
15*2022
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog
S Larson, K Leach
arXiv preprint arXiv:2207.13211, 2022
122022
Augraphy: A Data Augmentation Library for Document Images
S Maini, A Groleau, KW Chee, S Larson, J Boarman
arXiv preprint arXiv:2208.14558, 2022
9*2022
Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset
S Larson, K Leach
arXiv preprint arXiv:2204.05483, 2022
92022
Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods
S Larson, A Cheung, A Mahendran, K Leach, JK Kummerfeld
Proceedings of the 28th International Conference on Computational …, 2020
92020
Systems and methods for automatically configuring training data for training machine learning models of a machine learning-based dialogue system including seeding training …
S Larson, A Mahendran, A Lee, JK Kummerfeld, P Hill, MA Laurenzano, ...
US Patent 10,679,150, 2020
62020
Systems and methods for constructing an artificially diverse corpus of training data samples for training a contextually-biased model for a machine learning-based dialogue system
A Lee, S Larson, C Clarke, K Leach, JK Kummerfeld, P Hill, J Hauswald, ...
US Patent 10,796,104, 2020
42020
Data Query Language and Corpus Tools for Slot-Filling and Intent Classification Data
S Larson, E Guldan, K Leach
Proceedings of The 12th Language Resources and Evaluation Conference, 7060-7068, 2020
42020
On Evaluation of Document Classification using RVL-CDIP
S Larson, G Lim, K Leach
Proceedings of the 17th Conference of the European Chapter of the …, 2023
3*2023
Systems and methods implementing data query language and utterance corpus implements for handling slot-filling and dialogue intent classification data in a machine learning …
S Larson, K Leach, MA Laurenzano
US Patent 11,183,175, 2021
22021
Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP
S Larson, N Singh, S Maheshwari, S Stewart, U Krishnaswamy
Document Analysis and Recognition–ICDAR 2021 Workshops: Lausanne …, 2021
22021
ShabbyPages: A Reproducible Document Denoising and Binarization Dataset
A Groleau, KW Chee, S Larson, S Maini, J Boarman
arXiv preprint arXiv:2303.09339, 2023
12023
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
12021
Systems and methods for automatically detecting and repairing slot errors in machine learning training data for a machine learning-based dialogue system
S Larson, A Mahendran, P Hill, JK Kummerfeld, MA Laurenzano, L Tang, ...
US Patent 10,929,761, 2021
12021
Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification
Z Li, S Larson, K Leach
arXiv preprint arXiv:2403.05640, 2024
2024
On Evaluation of Document Classification using RVL-CDIP
S Larson, G Lim, K Leach
arXiv preprint arXiv:2306.12550, 2023
2023
O sistema não pode executar a operação agora. Tente novamente mais tarde.
Artigos 1–20