KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Nguyen, Cong-Duy, Nguyen, Thong, Wu, Xiaobao, Luu, Anh Tuan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions
by: Nguyen, Thong, et al.
Published: (2022)
by: Nguyen, Thong, et al.
Published: (2022)
CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base
by: Nguyen, Cong-Duy, et al.
Published: (2025)
by: Nguyen, Cong-Duy, et al.
Published: (2025)
Topic Modeling as Multi-Objective Contrastive Optimization
by: Nguyen, Thong, et al.
Published: (2024)
by: Nguyen, Thong, et al.
Published: (2024)
MAMA: Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
by: Nguyen, Thong, et al.
Published: (2024)
by: Nguyen, Thong, et al.
Published: (2024)
Vision-and-Language Pretraining
by: Nguyen, Thong, et al.
Published: (2022)
by: Nguyen, Thong, et al.
Published: (2022)
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment
by: Nguyen, Cong-Duy, et al.
Published: (2023)
by: Nguyen, Cong-Duy, et al.
Published: (2023)
A Survey on Neural Topic Models: Methods, Applications, and Challenges
by: Wu, Xiaobao, et al.
Published: (2024)
by: Wu, Xiaobao, et al.
Published: (2024)
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction
by: Nguyen, Thong, et al.
Published: (2023)
by: Nguyen, Thong, et al.
Published: (2023)
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
by: Wu, Xiaobao, et al.
Published: (2024)
by: Wu, Xiaobao, et al.
Published: (2024)
Learning Uncertainty from Sequential Internal Dispersion in Large Language Models
by: Srey, Ponhvoan, et al.
Published: (2026)
by: Srey, Ponhvoan, et al.
Published: (2026)
DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding
by: Nguyen, Thong, et al.
Published: (2023)
by: Nguyen, Thong, et al.
Published: (2023)
Don't Read Everything: A Curvature-Conditioned Query for Linear Attention
by: Le, Dong, et al.
Published: (2026)
by: Le, Dong, et al.
Published: (2026)
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
by: Wu, Xiaobao, et al.
Published: (2024)
by: Wu, Xiaobao, et al.
Published: (2024)
More Bias, Less Bias: BiasPrompting for Enhanced Multiple-Choice Question Answering
by: Vu, Duc Anh, et al.
Published: (2025)
by: Vu, Duc Anh, et al.
Published: (2025)
Curriculum Demonstration Selection for In-Context Learning
by: Vu, Duc Anh, et al.
Published: (2024)
by: Vu, Duc Anh, et al.
Published: (2024)
Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation
by: Zhao, Shuai, et al.
Published: (2024)
by: Zhao, Shuai, et al.
Published: (2024)
Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation
by: Nguyen, Cong-Duy, et al.
Published: (2025)
by: Nguyen, Cong-Duy, et al.
Published: (2025)
READ: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling
by: Nguyen, Thong, et al.
Published: (2023)
by: Nguyen, Thong, et al.
Published: (2023)
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
by: Wu, Xiaobao, et al.
Published: (2024)
by: Wu, Xiaobao, et al.
Published: (2024)
Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation
by: Nguyen, Thong Thanh, et al.
Published: (2024)
by: Nguyen, Thong Thanh, et al.
Published: (2024)
Multi-Scale Contrastive Learning for Video Temporal Grounding
by: Nguyen, Thong Thanh, et al.
Published: (2024)
by: Nguyen, Thong Thanh, et al.
Published: (2024)
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling
by: Wu, Xiaobao, et al.
Published: (2023)
by: Wu, Xiaobao, et al.
Published: (2023)
Enriching and Controlling Global Semantics for Text Summarization
by: Nguyen, Thong, et al.
Published: (2021)
by: Nguyen, Thong, et al.
Published: (2021)
Breaking PEFT Limitations: Leveraging Weak-to-Strong Knowledge Transfer for Backdoor Attacks in LLMs
by: Zhao, Shuai, et al.
Published: (2024)
by: Zhao, Shuai, et al.
Published: (2024)
Towards Reliable Truth-Aligned Uncertainty Estimation in Large Language Models
by: Srey, Ponhvoan, et al.
Published: (2026)
by: Srey, Ponhvoan, et al.
Published: (2026)
When In-Distribution Gains Fail: Evaluating Weak-to-Strong Reward Models under Preference Shift
by: Le, Khoi, et al.
Published: (2026)
by: Le, Khoi, et al.
Published: (2026)
Encoding and Controlling Global Semantics for Long-form Video Question Answering
by: Nguyen, Thong Thanh, et al.
Published: (2024)
by: Nguyen, Thong Thanh, et al.
Published: (2024)
Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs
by: Dang, Tien, et al.
Published: (2025)
by: Dang, Tien, et al.
Published: (2025)
AKEW: Assessing Knowledge Editing in the Wild
by: Wu, Xiaobao, et al.
Published: (2024)
by: Wu, Xiaobao, et al.
Published: (2024)
Unsupervised Hallucination Detection by Inspecting Reasoning Processes
by: Srey, Ponhvoan, et al.
Published: (2025)
by: Srey, Ponhvoan, et al.
Published: (2025)
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives
by: Nguyen, Thong, et al.
Published: (2024)
by: Nguyen, Thong, et al.
Published: (2024)
Towards the TopMost: A Topic Modeling System Toolkit
by: Wu, Xiaobao, et al.
Published: (2023)
by: Wu, Xiaobao, et al.
Published: (2023)
Are LLMs Good Zero-Shot Fallacy Classifiers?
by: Pan, Fengjun, et al.
Published: (2024)
by: Pan, Fengjun, et al.
Published: (2024)
Read as You See: Guiding Unimodal LLMs for Low-Resource Explainable Harmful Meme Detection
by: Pan, Fengjun, et al.
Published: (2025)
by: Pan, Fengjun, et al.
Published: (2025)
Affective-ROPTester: Capability and Bias Analysis of LLMs in Predicting Retinopathy of Prematurity
by: Zhao, Shuai, et al.
Published: (2025)
by: Zhao, Shuai, et al.
Published: (2025)
A Comparative Analysis of Contextual Representation Flow in State-Space and Transformer Architectures
by: Hoang, Nhat M., et al.
Published: (2025)
by: Hoang, Nhat M., et al.
Published: (2025)
Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers
by: Nguyen, Viet-Anh, et al.
Published: (2025)
by: Nguyen, Viet-Anh, et al.
Published: (2025)
Temporal-Oriented Recipe for Transferring Large Vision-Language Model to Video Understanding
by: Nguyen, Thong, et al.
Published: (2025)
by: Nguyen, Thong, et al.
Published: (2025)
Does Continued Pretraining on a Learner Corpus Improve Automated Essay Scoring on English Proficiency Tests? Evidence from EFCAMDAT
by: Nguyen, Duy Anh
Published: (2026)
by: Nguyen, Duy Anh
Published: (2026)
Improving Multimodal Contrastive Learning of Sentence Embeddings with Object-Phrase Alignment
by: Zhao, Kaiyan, et al.
Published: (2025)
by: Zhao, Kaiyan, et al.
Published: (2025)
Similar Items
-
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions
by: Nguyen, Thong, et al.
Published: (2022) -
CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base
by: Nguyen, Cong-Duy, et al.
Published: (2025) -
Topic Modeling as Multi-Objective Contrastive Optimization
by: Nguyen, Thong, et al.
Published: (2024) -
MAMA: Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
by: Nguyen, Thong, et al.
Published: (2024) -
Vision-and-Language Pretraining
by: Nguyen, Thong, et al.
Published: (2022)