| 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 | 510 | 2019 |
| Emergent Linear Representations in World Models of Self-Supervised Sequence Models N Nanda, A Lee, M Wattenberg arXiv preprint arXiv:2309.00941, 2023 | 62 | 2023 |
| 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 | 48 | 2019 |
| 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 | 37 | 2024 |
| 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 | 37 | 2023 |
| 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 | 19 | 2021 |
| Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models O Ignat, Z Jin, A Abzaliev, L Biester, S Castro, N Deng, X Gao, AE Gunal, ... Proceedings of the 2024 Joint International Conference on Computational …, 2024 | 16* | 2024 |
| 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 | 6 | 2020 |
| 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 | 5 | 2023 |
| 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 | 4 | 2020 |
| 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 | 3 | 2022 |
| 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 | 3 | 2021 |
| 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 | 2 | 2022 |
| Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space CF Park, M Okawa, A Lee, ES Lubana, H Tanaka arXiv preprint arXiv:2406.19370, 2024 | 1 | 2024 |
| Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated Data S Mori, O Ignat, A Lee, R Mihalcea arXiv preprint arXiv:2403.16909, 2024 | 1 | 2024 |
| 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 | 1 | 2020 |
| 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 |
| Hidden Learning Dynamics of Capability before Behavior in Diffusion Models CF Park, M Okawa, A Lee, ES Lubana, H Tanaka High-dimensional Learning Dynamics 2024: The Emergence of Structure and …, 0 | | |
Jonathan K. KummerfeldSenior Lecturer (ie. research tenure-track Asst. Prof.), University of SydneyVerified email at sydney.edu.au
