Kristen Marie Johnson

According to our database, Kristen Marie Johnson authored at least 13 papers between 2011 and 2024.

Collaborative distances:

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

2024

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning.

Zhiyu Xue, Guangliang Liu, Bocheng Chen, Kristen Marie Johnson, Ramtin Pedarsani

CoRR, 2024

Smaller Large Language Models Can Do Moral Self-Correction.

Guangliang Liu, Zhiyu Xue, Rongrong Wang, Kristen Marie Johnson

CoRR, 2024

Is Moral Self-correction An Innate Capability of Large Language Models? A Mechanistic Analysis to Self-correction.

Zimo Qi, Guangliang Liu, Kristen Marie Johnson, Lu Chen

CoRR, 2024

On the Intrinsic Self-Correction Capability of LLMs: Uncertainty and Latent Concept.

Guangliang Liu, Haitao Mao, Bochuan Cao, Zhiyu Xue, Kristen Marie Johnson, Jiliang Tang, Rongrong Wang

CoRR, 2024

Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis.

Guangliang Liu, Haitao Mao, Jiliang Tang, Kristen Marie Johnson

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

ABLE: Agency-BeLiefs Embedding to Address Stereotypical Bias through Awareness Instead of Obliviousness.

Michelle YoungJin Kim, Junghwan Kim, Kristen Marie Johnson

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness.

Guangliang Liu, Milad Afshari, Xitong Zhang, Zhiyu Xue, Avrajit Ghosh, Bidhan Bashyal, Rongrong Wang, Kristen Marie Johnson

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

PAC-tuning: Fine-tuning Pretrained Language Models with PAC-driven Perturbed Gradient Descent.

Guangliang Liu, Zhiyu Xue, Xitong Zhang, Kristen Marie Johnson, Rongrong Wang

CoRR, 2023

PAC-tuning: Fine-tuning Pre-trained Language Models with PAC-driven Perturbed Gradient Descent.

Guangliang Liu, Zhiyu Xue, Xitong Zhang, Kristen Marie Johnson, Rongrong Wang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Race, Gender, and Age Biases in Biomedical Masked Language Models.

Michelle Kim, Junghwan Kim, Kristen Marie Johnson

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

CLoSE: Contrastive Learning of Subframe Embeddings for Political Bias Classification of News Media.

Michelle YoungJin Kim, Kristen Marie Johnson

Proceedings of the 29th International Conference on Computational Linguistics, 2022

ASDCLAIMS: Twitter Dataset of Claims on Autism Spectrum Disorder.

Michelle YoungJin Kim, Junghwan Kim, Bryan Woosung Kim, Kristen Marie Johnson, Jee-In Kim

Proceedings of the IEEE International Conference on Big Data, 2022

2011

SPATA: A seeding and patching algorithm for de novo transcriptome assembly.

Zhiyu Zhao, Tin Chi Nguyen, Nan Deng, Kristen Marie Johnson, Dongxiao Zhu

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011