Mengjie Zhao

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 50

Top Topics

Commonsense Knowledge

Embedding Space

Natural Language Generation

Top Venues

Publications

Mengjie Zhao, Suliang Si, Guanghui Hu
Uniqueness, stability and algorithm for an inverse wave-number-dependent source problems. CoRR (2024)
Mengjie Zhao, Cees Taal, Stephan Baggerohr, Olga Fink
Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks. CoRR (2024)
Alexandra DeLucia, Mengjie Zhao, Yoshinori Maeda, Makoto Yoda, Keiichi Yamada, Hiromi Wakaki
Using Natural Language Inference to Improve Persona Extraction from Dialogue in a New Domain. CoRR (2024)
Silin Gao, Mete Ismayilzada, Mengjie Zhao, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut
DiffuCOMET: Contextual Commonsense Knowledge Diffusion. ACL (1) (2024)
Hiromi Wakaki, Yuki Mitsufuji, Yoshinori Maeda, Yukiko Nishimura, Silin Gao, Mengjie Zhao, Keiichi Yamada, Antoine Bosselut
ComperDial: Commonsense Persona-grounded Dialogue Dataset and Benchmark. CoRR (2024)
Mengjie Zhao, Cees Taal, Stephan Baggerohr, Olga Fink
Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics. CoRR (2024)
Mengjie Zhao, Junya Ono, Zhi Zhong, Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Wei-Hsiang Liao, Takashi Shibuya, Hiromi Wakaki, Yuki Mitsufuji
On the Language Encoder of Contrastive Cross-modal Models. ACL (Findings) (2024)
Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink
Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction. Reliab. Eng. Syst. Saf. 242 (2024)
Marco Comunità, Zhi Zhong, Akira Takahashi, Shiqi Yang, Mengjie Zhao, Koichi Saito, Yukara Ikemiya, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
SpecMaskGIT: Masked Generative Modeling of Audio Spectrograms for Efficient Audio Synthesis and Beyond. CoRR (2024)
Mengjie Zhao, Olga Fink
DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems. IEEE Internet Things J. 11 (13) (2024)
Xiaoguang Tu, Yuang Liu, Mengjie Zhao, Bokai Liu, Jianhua Liu, Xia Lei, Luopeng Xu, Xinyu Zhu, Yu Wang, Yi Huang
Standardized rPPG signal generation based on generative adversarial networks. J. Electronic Imaging 33 (1) (2024)
Silin Gao, Mete Ismayilzada, Mengjie Zhao, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut
DiffuCOMET: Contextual Commonsense Knowledge Diffusion. CoRR (2024)
Shiqi Yang, Zhi Zhong, Mengjie Zhao, Shusuke Takahashi, Masato Ishii, Takashi Shibuya, Yuki Mitsufuji
Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation. CoRR (2024)
Zhouhang Xie, Bodhisattwa Prasad Majumder, Mengjie Zhao, Yoshinori Maeda, Keiichi Yamada, Hiromi Wakaki, Julian J. McAuley
Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning. CoRR (2024)
Zhouhang Xie, Bodhisattwa Prasad Majumder, Mengjie Zhao, Yoshinori Maeda, Keiichi Yamada, Hiromi Wakaki, Julian J. McAuley
Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning. ACL (Findings) (2024)
Liyue Chen, Sheng Zhou, Haiyang Liu, Mengjie Zhao, Ning Niu
Research on the Construction and Application of Intelligent IoT System under Source Network Load Storage Collaboration. iSPEC (2023)
Xujie Wang, Xuexue Zhang, Jiaxi Li, Jinyi Fu, Mengjie Zhao, Wantong Zhang, Weiliang Weng, Qiuyan Li
Network pharmacology and LC-MS approachs to explore the active compounds and mechanisms of Yuanjiang decoction for treating bradyarrhythmia. Comput. Biol. Medicine 152 (2023)
Mengjie Zhao, Olga Fink
Dynamic Graph Attention for Anomaly Detection in Heterogeneous Sensor Networks. CoRR (2023)
Qiyu Wu, Mengjie Zhao, Yutong He, Lang Huang, Junya Ono, Hiromi Wakaki, Yuki Mitsufuji
Towards reporting bias in visual-language datasets: bimodal augmentation by decoupling object-attribute association. CoRR (2023)
Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink
Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime Prediction. CoRR (2023)
Keivan Faghih Niresi, Mengjie Zhao, Hugo Bissig, Henri Baumann, Olga Fink
Spatial-Temporal Graph Attention Fuser for Calibration in IoT Air Pollution Monitoring Systems. CoRR (2023)
Keivan Faghih Niresi, Mengjie Zhao, Hugo Bissig, Henri Baumann, Olga Fink
Spatial-Temporal Graph Attention Fuser for Calibration in IoT Air Pollution Monitoring Systems. SENSORS (2023)
Mengjie Zhao, Junya Ono, Zhi Zhong, Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Wei-Hsiang Liao, Takashi Shibuya, Hiromi Wakaki, Yuki Mitsufuji
On the Language Encoder of Contrastive Cross-modal Models. CoRR (2023)
Sheng Liang, Mengjie Zhao, Hinrich Schütze
Modular and Parameter-Efficient Multimodal Fusion with Prompting. CoRR (2022)
Sheng Liang, Mengjie Zhao, Hinrich Schütze
Modular and Parameter-Efficient Multimodal Fusion with Prompting. ACL (Findings) (2022)
Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze
This joke is [MASK]: Recognizing Humor and Offense with Prompting. CoRR (2022)
Wei Ma, Mengjie Zhao, Xiaofei Xie, Qiang Hu, Shangqing Liu, Jie Zhang, Wenhan Wang, Yang Liu
Is Self-Attention Powerful to Learn Code Syntax and Semantics? CoRR (2022)
Weifeng Lü, Xianlong Chen, Bo Liu, Ziqiang Xie, Mengxue Guo, Mengjie Zhao
Comprehensive performance enhancement of a negative-capacitance nanosheet field-effect transistor with a steep sub-threshold swing at the sub-5-nm node. Microelectron. J. 120 (2022)
Hongxia Guo, Guanghui Hu, Mengjie Zhao
Direct sampling method to inverse wave-number-dependent source problems (part I): determination of the support of a stationary source. CoRR (2022)
Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze
This joke is [MASK]: Recognizing Humor and Offense with Prompting. TL4NLP (2022)
Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework. NAACL-HLT (Findings) (2022)
Mengjie Zhao, Yitao Yan, Jie Bao, Wei Wang
Data predictive control of nonlinear process feature dynamics through latent variable behaviours. Comput. Chem. Eng. 163 (2022)
Wei Ma, Mengjie Zhao, Ezekiel O. Soremekun, Qiang Hu, Jie M. Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie, Yves Le Traon
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses. MSR (2022)
Zhenfu Ma, Kai Zhang, Mengjie Zhao, Lu Liu, Chao Zhong, Jian Wang
Development and Application of Efficient Oil Displacement System for Middle-Low Permeability and High Pour-Point Heavy Oil Reservoirs. Complex. 2021 (2021)
Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze
LMTurk: Few-Shot Learners as Crowdsourcing Workers. CoRR (2021)
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. ACL/IJCNLP (1) (2021)
Mengjie Zhao, Hinrich Schütze
Discrete and Soft Prompting for Multilingual Models. EMNLP (1) (2021)
Mengjie Zhao, Hinrich Schütze
Discrete and Soft Prompting for Multilingual Models. CoRR (2021)
Wei Ma, Mengjie Zhao, Ezekiel Soremekun, Qiang Hu, Jie Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie, Yves Le Traon
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses. CoRR (2021)
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, Hinrich Schütze
A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines. CoRR (2020)
Mengjie Zhao, Yitao Yan, Jie Bao
Fault Detection Using Autoencoder with Linear Hidden Layer Dynamics. ANZCC (2020)
Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems. EMNLP (Findings) (2020)
Mengjie Zhao, Tao Lin, Fei Mi, Martin Jaggi, Hinrich Schütze
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models. EMNLP (1) (2020)
Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems. CoRR (2020)
Mengjie Zhao, Tao Lin, Martin Jaggi, Hinrich Schütze
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models. CoRR (2020)
Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze
Quantifying the Contextualization of Word Representations with Semantic Class Probing. CoRR (2020)
Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze
Quantifying the Contextualization of Word Representations with Semantic Class Probing. EMNLP (Findings) (2020)
Mengjie Zhao, Hinrich Schütze
A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction. ACL (1) (2019)
Mengjie Zhao, Bin Song, Yue Zhang, Hao Qin
Face verification based on deep Bayesian convolutional neural network in unconstrained environment. Signal Image Video Process. 12 (5) (2018)
Philipp Dufter, Mengjie Zhao, Martin Schmitt, Alexander M. Fraser, Hinrich Schütze
Embedding Learning Through Multilingual Concept Induction. ACL (1) (2018)