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Andrew Lee
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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
4392019
Outlier detection for improved data quality and diversity in dialog systems
S Larson, A Mahendran, A Lee, JK Kummerfeld, P Hill, MA Laurenzano, ...
arXiv preprint arXiv:1904.03122, 2019
442019
Emergent Linear Representations in World Models of Self-Supervised Sequence Models
N Nanda, A Lee, M Wattenberg
arXiv preprint arXiv:2309.00941, 2023
272023
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health
A Lee, JK Kummerfeld, LC An, R Mihalcea
arXiv preprint arXiv:2109.13770, 2021
182021
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
A Lee, X Bai, I Pres, M Wattenberg, JK Kummerfeld, R Mihalcea
arXiv preprint arXiv:2401.01967, 2024
112024
A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models
O Ignat, Z Jin, A Abzaliev, L Biester, S Castro, N Deng, X Gao, A Gunal, ...
arXiv preprint arXiv:2305.12544, 2023
112023
Some things are more CRINGE than others: Preference Optimization with the Pairwise Cringe Loss
J Xu, A Lee, S Sukhbaatar, J Weston
arXiv preprint arXiv:2312.16682, 2023
62023
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
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology
A Zirikly, D Atzil-Slonim, M Liakata, S Bedrick, B Desmet, M Ireland, A Lee, ...
Proceedings of the Eighth Workshop on Computational Linguistics and Clinical …, 2022
32022
Empathy identification systems are not accurately accounting for context
A Lee, JK Kummerfeld, L An, R Mihalcea
Proceedings of the 17th Conference of the European Chapter of the …, 2023
22023
Improving Chess Commentaries by Combining Language Models with Symbolic Reasoning Engines
A Lee, D Wu, E Dinan, M Lewis
arXiv preprint arXiv:2212.08195, 2022
22022
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 App. 17/009,695, 2021
22021
Systems and methods for automatically configuring training data for training machine learning models of a machine learning-based dialogue system
S Larson, A Mahendran, A Lee, JK Kummerfeld, P Hill, MA Laurenzano, ...
US Patent App. 16/864,140, 2020
12020
A Comparative Multidimensional Analysis of Empathetic Systems
A Lee, J Kummerfeld, L Ann, R Mihalcea
Proceedings of the 18th Conference of the European Chapter of the …, 2024
2024
Systems and methods for slot relation extraction for machine learning task-oriented dialogue systems
A Lee, Z Chen, JK Kummerfeld
US Patent 11,734,519, 2023
2023
Augmenting Task-Oriented Dialogue Systems with Relation Extraction
A Lee, Z Chen, K Leach, JK Kummerfeld
arXiv preprint arXiv:2210.13344, 2022
2022
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