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Mengjie Zhao
Mengjie Zhao
Sony Group Corporation
Verified email at cis.lmu.de - Homepage
Title
Cited by
Cited by
Year
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models
M Zhao, T Lin, F Mi, M Jaggi, H Schütze
Empirical Methods in Natural Language Processing (EMNLP), 2226--2241, 2020
882020
Continual learning for natural language generation in task-oriented dialog systems
F Mi, L Chen, M Zhao, M Huang, B Faltings
Findings of the Association for Computational Linguistics: EMNLP 2020, 3461 …, 2020
602020
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters
M Zhao, Y Zhu, E Shareghi, I Vulić, R Reichart, A Korhonen, H Schütze
Annual Meeting of the Association for Computational Linguistics (ACL) 1 …, 2021
57*2021
Discrete and Soft Prompting for Multilingual Models
M Zhao, H Schütze
Empirical Methods in Natural Language Processing (EMNLP), 8547--8555, 2021
502021
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses
W Ma, M Zhao, E Soremekun, Q Hu, J Zhang, M Papadakis, M Cordy, ...
IEEE/ACM The 2022 Mining Software Repositories Conference, 2022
312022
Modular and Parameter-Efficient Multimodal Fusion with Prompting
S Liang, M Zhao, H Schütze
Findings of the Association for Computational Linguistics: ACL 2022, 2022
262022
Quantifying the contextualization of word representations with semantic class probing
M Zhao, P Dufter, Y Yaghoobzadeh, H Schütze
Findings of the Association for Computational Linguistics: EMNLP 2020, 1219 …, 2020
252020
Embedding learning through multilingual concept induction
P Dufter, M Zhao, M Schmitt, A Fraser, H Schütze
Annual Meeting of the Association for Computational Linguistics (ACL) 1 …, 2018
242018
A multilingual bpe embedding space for universal sentiment lexicon induction
M Zhao, H Schütze
Annual Meeting of the Association for Computational Linguistics (ACL), 3506-3517, 2019
142019
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework
M Zhao, F Mi, Y Wang, M Li, X Jiang, Q Liu, H Schütze
Findings of the Association for Computational Linguistics: NAACL 2022, 2022
13*2022
Unveiling Code Pre-Trained Models: Investigating Syntax and Semantics Capacities
W Ma, S Liu, M Zhao, X Xie, W Wang, Q Hu, J Zhang, Y Liu
ACM Transactions on Software Engineering and Methodology, 2024
8*2024
Multilingual Embeddings Jointly Induced from Contexts and Concepts: Simple, Strong and Scalable
P Dufter, M Zhao, H Schütze
arXiv:1811.00586, 2018
3*2018
Towards reporting bias in visual-language datasets: bimodal augmentation by decoupling object-attribute association
Q Wu, M Zhao, Y He, L Huang, J Ono, H Wakaki, Y Mitsufuji
arXiv preprint arXiv:2310.01330, 2023
12023
This joke is [MASK]: Recognizing Humor and Offense with Prompting
J Li, M Zhao, Y Xie, A Maronikolakis, P Pu, H Schütze
NeurIPS 2022 - Transfer Learning for Natural Language Processing Workshop, 2022
12022
Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation
S Yang, Z Zhong, M Zhao, S Takahashi, M Ishii, T Shibuya, Y Mitsufuji
arXiv preprint arXiv:2405.14598, 2024
2024
Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning
Z Xie, BP Majumder, M Zhao, Y Maeda, K Yamada, H Wakaki, J McAuley
Findings of the Association for Computational Linguistics: ACL 2024, 2024
2024
DiffuCOMET: Contextual Commonsense Knowledge Diffusion
S Gao, M Ismayilzada, M Zhao, H Wakaki, Y Mitsufuji, A Bosselut
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
2024
Using Natural Language Inference to Improve Persona Extraction from Dialogue in a New Domain
A DeLucia, M Zhao, Y Maeda, M Yoda, K Yamada, H Wakaki
arXiv preprint arXiv:2401.06742, 2024
2024
On the Language Encoder of Contrastive Cross-modal Models
M Zhao, J Ono, Z Zhong, CH Lai, Y Takida, N Murata, WH Liao, T Shibuya, ...
Findings of the Association for Computational Linguistics: ACL 2024, 2024
2024
Efficient transfer learning with pretrained language models
M Zhao
Universität München, 2022
2022
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Articles 1–20