Aili Shen

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 20

Top Topics

Systematic Evaluation

Text Classification

Top Venues

ACM Trans. Asian Low Resour. Lang. Inf. Process.

Publications

Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin
On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (3) (2023)
Xudong Han, Aili Shen, Trevor Cohn, Timothy Baldwin, Lea Frermann
Systematic Evaluation of Predictive Fairness. AACL/IJCNLP (1) (2022)
Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann
Optimising Equal Opportunity Fairness in Model Training. NAACL-HLT (2022)
Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn
FairLib: A Unified Framework for Assessing and Improving Fairness. EMNLP (Demos) (2022)
Xudong Han, Aili Shen, Trevor Cohn, Timothy Baldwin, Lea Frermann
Systematic Evaluation of Predictive Fairness. CoRR (2022)
Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann
Does Representational Fairness Imply Empirical Fairness? AACL/IJCNLP (Findings) (2022)
Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, Trevor Cohn
fairlib: A Unified Framework for Assessing and Improving Classification Fairness. CoRR (2022)
Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann
Optimising Equal Opportunity Fairness in Model Training. CoRR (2022)
Aili Shen, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin, Jianzhong Qi
Evaluating Document Coherence Modelling. Trans. Assoc. Comput. Linguistics 9 (2021)
Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin
On the (In)Effectiveness of Images for Text Classification. EACL (2021)
Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann
Contrastive Learning for Fair Representations. CoRR (2021)
Aili Shen, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin, Jianzhong Qi
Evaluating Document Coherence Modelling. CoRR (2021)
Aili Shen, Timothy Baldwin
A Simple yet Effective Method for Sentence Ordering. SIGDIAL (2021)
Aili Shen, Bahar Salehi, Jianzhong Qi, Timothy Baldwin
A General Approach to Multimodal Document Quality Assessment. J. Artif. Intell. Res. 68 (2020)
Aili Shen, Daniel Beck, Bahar Salehi, Jianzhong Qi, Timothy Baldwin
Modelling Uncertainty in Collaborative Document Quality Assessment. W-NUT@EMNLP (2019)
Aili Shen, Bahar Salehi, Timothy Baldwin, Jianzhong Qi
A Joint Model for Multimodal Document Quality Assessment. JCDL (2019)
Aili Shen, Bahar Salehi, Timothy Baldwin, Jianzhong Qi
A Joint Model for Multimodal Document Quality Assessment. CoRR (2019)
Aili Shen, Bahar Salehi, Jianzhong Qi, Timothy Baldwin
Feature-guided Neural Model Training for Supervised Document Representation Learning. ALTA (2019)
Aili Shen, Jianzhong Qi, Timothy Baldwin
A Hybrid Model for Quality Assessment of Wikipedia Articles. ALTA (2017)
Junmei Ding, Yan Chen, Xin Li, Guiquan Liu, Aili Shen, Xiangfu Meng
Unsupervised Expert Finding in Social Network for Personalized Recommendation. WAIM (1) (2016)
Jinlong Li, Aili Shen, Guanzhou Lu
Reference Point Based Constraint Handling Method for Evolutionary Algorithm. ICSI (1) (2015)
Aili Shen, Jinlong Li
A Fast Differential Evolution for Constrained Optimization Problems in Engineering Design. BIC-TA (2015)