Generating Responses Expressing Emotion in an Open-Domain Dialogue System. - Chenyang Huang 001; Osmar R. Zaïane (INSCI Workshops, 2018)

Automatic Dialogue Generation with Expressed Emotions. - Chenyang Huang 001; Osmar R. Zaïane; Amine Trabelsi; Nouha Dziri (NAACL-HLT (2), 2018)

Basic and Depression Specific Emotions Identification in Tweets: Multi-label Classification Experiments. - Nawshad Farruque; Chenyang Huang 001; Osmar Zaïane; Randy Goebel (CICLing (2), 2019)

BASNet: Boundary-Aware Salient Object Detection. - Xuebin Qin; Zichen Zhang 001; Chenyang Huang 001; Chao Gao; Masood Dehghan; Martin Jägersand (CVPR, 2019)

ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT. - Chenyang Huang 001; Amine Trabelsi; Osmar R. Zaïane (SemEval@NAACL-HLT, 2019)

Seq2Emo for Multi-label Emotion Classification Based on Latent Variable Chains Transformation. - Chenyang Huang 001; Amine Trabelsi; Xuebin Qin; Nawshad Farruque; Osmar R. Zaïane (CoRR, 2019)

ANA at SemEval-2020 Task 4: MUlti-task learNIng for cOmmonsense reasoNing (UNION). - Anandh Konar; Chenyang Huang 001; Amine Trabelsi; Osmar R. Zaïane (SemEval@COLING, 2020)

ANA at SemEval-2020 Task 4: mUlti-task learNIng for cOmmonsense reasoNing (UNION). - Anandh Perumal; Chenyang Huang 001; Amine Trabelsi; Osmar R. Zaïane (CoRR, 2020)

U2-Net: Going deeper with nested U-structure for salient object detection. - Xuebin Qin; Zichen Zhang 001; Chenyang Huang 001; Masood Dehghan; Osmar R. Zaïane; Martin Jägersand (Pattern Recognit., 2020)

A Globally Normalized Neural Model for Semantic Parsing. - Chenyang Huang 001; Wei Yang 017; Yanshuai Cao; Osmar Zaïane; Lili Mou (SPNLP@ACL-IJCNLP, 2021)

Optimizing Deeper Transformers on Small Datasets. - Peng Xu; Dhruv Kumar 005; Wei Yang 017; Wenjie Zi; Keyi Tang; Chenyang Huang 001; Jackie Chi Kit Cheung; Simon J. D. Prince; Yanshuai Cao (ACL/IJCNLP (1), 2021)

Simulated Annealing for Emotional Dialogue Systems. - Chengzhang Dong; Chenyang Huang 001; Osmar Zaïane; Lili Mou (CIKM, 2021)

Seq2Emo: A Sequence to Multi-Label Emotion Classification Model. - Chenyang Huang 001; Amine Trabelsi; Xuebin Qin; Nawshad Farruque; Lili Mou; Osmar R. Zaïane (NAACL-HLT, 2021)

Boundary-Aware Segmentation Network for Mobile and Web Applications. - Xuebin Qin; Deng-Ping Fan; Chenyang Huang 001; Cyril Diagne; Zichen Zhang 001; Adrià Cabeza Sant'Anna; Albert Suàrez; Martin Jägersand; Ling Shao 001 (CoRR, 2021)

Basic and Depression Specific Emotion Identification in Tweets: Multi-label Classification Experiments. - Nawshad Farruque; Chenyang Huang 001; Osmar R. Zaïane; Randy Goebel (CoRR, 2021)

Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision. - Chenyang Huang 001; Hao Zhou 012; Osmar R. Zaïane; Lili Mou; Lei Li 005 (AAAI, 2022)

Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization. - Puyuan Liu; Chenyang Huang 001; Lili Mou (ACL (1), 2022)

Exploring Preferential Label Smoothing for Neural Network-based Classifiers. - Paritosh Goyal; Chenyang Huang 001; Amine Trabelsi; Osmar Zaïane (Canadian AI, 2023)

Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation. - Chenyang Huang 001; Fei Huang 005; Zaixiang Zheng; Osmar Zaïane; Hao Zhou 012; Lili Mou (IJCNLP (Findings), 2023)

OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection. - Chenyang Huang 001; Abbas Ghaddar; Ivan Kobyzev; Mehdi Rezagholizadeh; Osmar Zaïane; Boxing Chen (ACL (Findings), 2024)

A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers. - Chenyang Huang 001; Hao Zhou 012; Cameron Jen; Kangjie Zheng; Osmar R. Zaïane; Lili Mou (EMNLP (Findings), 2024)

Enhancing Argument Summarization: Prioritizing Exhaustiveness in Key Point Generation and Introducing an Automatic Coverage Evaluation Metric. - Mohammad Khosravani; Chenyang Huang 001; Amine Trabelsi (NAACL-HLT, 2024)

EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation. - Yuqiao Wen; Behzad Shayegh; Chenyang Huang 001; Yanshuai Cao; Lili Mou (AAAI, 2025)