Alex Yuxuan Peng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Logical Reasoning

Top Venues

Publications

Qiming Bao, Alex Yuxuan Peng, Zhenyun Deng, Wanjun Zhong, Gaël Gendron, Timothy Pistotti, Neset Tan, Nathan Young, Yang Chen, Yonghua Zhu, Paul Denny, Michael Witbrock, Jiamou Liu
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning. ACL (Findings) (2024)
Gaël Gendron, Bao Trung Nguyen, Alex Yuxuan Peng, Michael Witbrock, Gillian Dobbie
Can Large Language Models Learn Independent Causal Mechanisms? CoRR (2024)
Neset Özkan Tan, Alex Yuxuan Peng, Joshua Bensemann, Qiming Bao, Tim Hartill, Mark Gahegan, Michael Witbrock
Input-length-shortening and text generation via attention values. CoRR (2023)
Qiming Bao, Gaël Gendron, Alex Yuxuan Peng, Wanjun Zhong, Neset Tan, Yang Chen, Michael Witbrock, Jiamou Liu
A Systematic Evaluation of Large Language Models on Out-of-Distribution Logical Reasoning Tasks. CoRR (2023)
Qiming Bao, Juho Leinonen, Alex Yuxuan Peng, Wanjun Zhong, Tim Pistotti, Alice Huang, Paul Denny, Michael Witbrock, Jiamou Liu
Exploring Self-Reinforcement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models. CoRR (2023)
Neset Tan, Trung Nguyen, Joshua Bensemann, Alex Yuxuan Peng, Qiming Bao, Yang Chen, Mark Gahegan, Michael Witbrock
Multi2Claim: Generating Scientific Claims from Multi-Choice Questions for Scientific Fact-Checking. EACL (2023)
Qianqian Qi, Qiming Bao, Alex Yuxuan Peng, Jiamou Liu, Michael Witbrock
A Dynamic Prompt-tuning Method for Data Augmentation with Associated Knowledge. Tiny Papers @ ICLR (2023)
Qiming Bao, Alex Yuxuan Peng, Zhenyun Deng, Wanjun Zhong, Neset Tan, Nathan Young, Yang Chen, Yonghua Zhu, Michael Witbrock, Jiamou Liu
Contrastive Learning with Logic-driven Data Augmentation for Logical Reasoning over Text. CoRR (2023)
Qiming Bao, Alex Yuxuan Peng, Tim Hartill, Neset Tan, Zhenyun Deng, Michael Witbrock, Jiamou Liu
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation. CoRR (2022)
Qiming Bao, Alex Yuxuan Peng, Tim Hartill, Neset Tan, Zhenyun Deng, Michael Witbrock, Jiamou Liu
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation. NeSy (2022)
Alex Yuxuan Peng, Yun Sing Koh, Patricia Riddle, Bernhard Pfahringer
Investigating the effect of novel classes in semi-supervised learning. ACML (2019)
Alex Yuxuan Peng, Yun Sing Koh, Patricia Riddle, Bernhard Pfahringer
Using Supervised Pretraining to Improve Generalization of Neural Networks on Binary Classification Problems. ECML/PKDD (1) (2018)
Alex Yuxuan Peng, Yun Sing Koh, Patricia Riddle
mHUIMiner: A Fast High Utility Itemset Mining Algorithm for Sparse Datasets. PAKDD (2) (2017)