Mengjie Zhao
18 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
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π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (7) π Renaissance Researcher (8) πΊοΈ Taxonomy Completionist (55)
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Interdisciplinary Bridge
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Academic Marathon
(7)
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Topic Evolution
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Trend Setter
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Century Club
(18)
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(5)
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Prolific Year
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Keyword Collector
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Conferences
ACL (7)
EMNLP (5)
NAACL (2)
COLING (1)
CVPR (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
few-shot learning
(5)
multimodal learning
(3)
multilingual embedding
(2)
multilingual bert
(2)
diffusion model
(2)
pretrained language model
(2)
large language model
(2)
crosslingual transfer
(2)
commonsense reasoning
(2)
knowledge distillation
(1)
video generation
(1)
text classification
(1)
catastrophic forgetting
(1)
multilingual nlp
(1)
representation learning
(1)
natural language processing
(1)
sentiment analysis
(1)
continual learning
(1)
inductive reasoning
(1)
commonsense knowledge
(1)
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
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising
COLING 2025
VinaBench: Benchmark for Faithful and Consistent Visual Narratives
CVPR 2025
Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models
ICLR 2025
Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning
ACL 2024
DiffuCOMET: Contextual Commonsense Knowledge Diffusion
ACL 2024
On the Language Encoder of Contrastive Cross-modal Models
ACL 2024
Modular and Parameter-Efficient Multimodal Fusion with Prompting
ACL 2022
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework
NAACL 2022
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters
IJCNLP 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters
ACL 2021
Discrete and Soft Prompting for Multilingual Models
EMNLP 2021
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
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems
EMNLP 2020
A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction
ACL 2019
Embedding Learning Through Multilingual Concept Induction
ACL 2018