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2020 – today
- 2024
[c8]Guangliang Liu, Milad Afshari, Xitong Zhang, Zhiyu Xue, Avrajit Ghosh, Bidhan Bashyal, Rongrong Wang, Kristen Marie Johnson:
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness. ACL (Findings) 2024: 1843-1856- [c7]Michelle YoungJin Kim, Junghwan Kim, Kristen Marie Johnson:
ABLE: Agency-BeLiefs Embedding to Address Stereotypical Bias through Awareness Instead of Obliviousness. LREC/COLING 2024: 43-56 - [c6]Guangliang Liu, Haitao Mao, Jiliang Tang, Kristen Marie Johnson:
Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis. EMNLP 2024: 16439-16455 - [i6]Guangliang Liu, Haitao Mao, Bochuan Cao, Zhiyu Xue, Kristen Marie Johnson, Jiliang Tang, Rongrong Wang:
On the Intrinsic Self-Correction Capability of LLMs: Uncertainty and Latent Concept. CoRR abs/2406.02378 (2024) - [i5]Guangliang Liu, Milad Afshari, Xitong Zhang, Zhiyu Xue, Avrajit Ghosh, Bidhan Bashyal, Rongrong Wang, Kristen Marie Johnson:
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness. CoRR abs/2406.04146 (2024) - [i4]Guangliang Liu, Haitao Mao, Jiliang Tang, Kristen Marie Johnson:
Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis. CoRR abs/2407.15286 (2024) - [i3]Zimo Qi, Guangliang Liu, Kristen Marie Johnson, Lu Chen:
Is Moral Self-correction An Innate Capability of Large Language Models? A Mechanistic Analysis to Self-correction. CoRR abs/2410.20513 (2024) - [i2]Guangliang Liu, Zhiyu Xue, Rongrong Wang, Kristen Marie Johnson:
Smaller Large Language Models Can Do Moral Self-Correction. CoRR abs/2410.23496 (2024) - 2023
- [c5]Michelle Kim, Junghwan Kim, Kristen Marie Johnson:
Race, Gender, and Age Biases in Biomedical Masked Language Models. ACL (Findings) 2023: 11806-11815 - [c4]Guangliang Liu, Zhiyu Xue, Xitong Zhang, Kristen Marie Johnson, Rongrong Wang:
PAC-tuning: Fine-tuning Pre-trained Language Models with PAC-driven Perturbed Gradient Descent. EMNLP 2023: 12178-12189 - [i1]Guangliang Liu, Zhiyu Xue, Xitong Zhang, Kristen Marie Johnson, Rongrong Wang:
PAC-tuning: Fine-tuning Pretrained Language Models with PAC-driven Perturbed Gradient Descent. CoRR abs/2310.17588 (2023) - 2022
- [c3]Michelle YoungJin Kim, Junghwan Kim, Bryan Woosung Kim, Kristen Marie Johnson, Jee-In Kim:
ASDCLAIMS: Twitter Dataset of Claims on Autism Spectrum Disorder. IEEE Big Data 2022: 4385-4389 - [c2]Michelle YoungJin Kim, Kristen Marie Johnson:
CLoSE: Contrastive Learning of Subframe Embeddings for Political Bias Classification of News Media. COLING 2022: 2780-2793
2010 – 2019
- 2011
- [c1]Zhiyu Zhao, Tin Chi Nguyen
, Nan Deng, Kristen Marie Johnson, Dongxiao Zhu:
SPATA: A seeding and patching algorithm for de novo transcriptome assembly. BIBM Workshops 2011: 26-33
Coauthor Index
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