Aili Shen

According to our database, Aili Shen authored at least 19 papers between 2015 and 2023.

Collaborative distances:

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

2023

On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study.

Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin

ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2023

2022

fairlib: A Unified Framework for Assessing and Improving Classification Fairness.

Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn

CoRR, 2022

Optimising Equal Opportunity Fairness in Model Training.

Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Does Representational Fairness Imply Empirical Fairness?

Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Systematic Evaluation of Predictive Fairness.

Xudong Han, Aili Shen, Trevor Cohn, Timothy Baldwin, Lea Frermann

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

FairLib: A Unified Framework for Assessing and Improving Fairness.

Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn

Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Evaluating Document Coherence Modelling.

Aili Shen, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin, Jianzhong Qi

Trans. Assoc. Comput. Linguistics, 2021

Contrastive Learning for Fair Representations.

Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann

CoRR, 2021

A Simple yet Effective Method for Sentence Ordering.

Aili Shen, Timothy Baldwin

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

On the (In)Effectiveness of Images for Text Classification.

Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

A multi-faceted approach to document quality assessment.

Aili Shen

PhD thesis, 2020

A General Approach to Multimodal Document Quality Assessment.

Aili Shen, Bahar Salehi, Jianzhong Qi, Timothy Baldwin

J. Artif. Intell. Res., 2020

2019

A Joint Model for Multimodal Document Quality Assessment.

Aili Shen, Bahar Salehi, Timothy Baldwin, Jianzhong Qi

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

Modelling Uncertainty in Collaborative Document Quality Assessment.

Aili Shen, Daniel Beck, Bahar Salehi, Jianzhong Qi, Timothy Baldwin

Proceedings of the 5th Workshop on Noisy User-generated Text, 2019

Feature-guided Neural Model Training for Supervised Document Representation Learning.

Aili Shen, Bahar Salehi, Jianzhong Qi, Timothy Baldwin

Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019

2017

A Hybrid Model for Quality Assessment of Wikipedia Articles.

Aili Shen, Jianzhong Qi, Timothy Baldwin

Proceedings of the Australasian Language Technology Association Workshop, 2017

2016

Unsupervised Expert Finding in Social Network for Personalized Recommendation.

Junmei Ding, Yan Chen, Xin Li, Guiquan Liu, Aili Shen, Xiangfu Meng

Proceedings of the Web-Age Information Management - 17th International Conference, 2016

2015

Reference Point Based Constraint Handling Method for Evolutionary Algorithm.

Jinlong Li, Aili Shen, Guanzhou Lu

Proceedings of the Advances in Swarm and Computational Intelligence, 2015

A Fast Differential Evolution for Constrained Optimization Problems in Engineering Design.

Aili Shen, Jinlong Li

Proceedings of the Bio-Inspired Computing - Theories and Applications, 2015