Mengjie Zhao
17 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Machine Learning
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Deep Learning
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Artificial Intelligence
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few-shot learning
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diffusion model
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multimodal learning
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cross-lingual transfer
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commonsense reasoning
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text-to-image generation
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pre-trained language model
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multilingual embedding
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continual learning
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large language model
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multilingual nlp
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knowledge distillation
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video generation
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catastrophic forgetting
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representation learning
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natural language processing
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parallel corpus
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sentiment analysis
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inductive reasoning
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domain adaptation
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Papers
Cross-Modal Learning for Music-to-Music-Video Description Generation
NAACL 2025
DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning
EMNLP 2025
Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models
ICLR 2025
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising
COLING 2025
VinaBench: Benchmark for Faithful and Consistent Visual Narratives
CVPR 2025
DiffuCOMET: Contextual Commonsense Knowledge Diffusion
ACL 2024
Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning
ACL 2024
On the Language Encoder of Contrastive Cross-modal Models
ACL 2024
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework
NAACL 2022
Modular and Parameter-Efficient Multimodal Fusion with Prompting
ACL 2022
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters
ACL 2021
Discrete and Soft Prompting for Multilingual Models
EMNLP 2021
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems
EMNLP 2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models
EMNLP 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing
EMNLP 2020
A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction
ACL 2019
Embedding Learning Through Multilingual Concept Induction
ACL 2018