Ben Chen
8 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(31)
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Hot Topic Early Bird
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Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI
(5)
Learning Types · Machine Learning
(4)
Natural Language Processing
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Computer Vision
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(3)
contrastive learning
(1)
knowledge graph
(1)
collaborative filtering
(1)
preference learning
(1)
self-supervised learning
(1)
neural machine translation
(1)
information retrieval
(1)
image captioning
(1)
instruction following
(1)
information entropy
(1)
generative framework
(1)
cold-start recommendation
(1)
item recommendation
(1)
multi-task learning
(1)
information gain
(1)
cross-modal alignment
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
feature alignment
(1)
Papers
OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion
AAAI 2026
InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering
EMNLP 2025
Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation
EMNLP 2024
MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning
EMNLP 2024
Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation
AAAI 2024
Self-Renewal Prompt Optimizing with Implicit Reasoning
EMNLP 2024
FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph
ACL 2023
Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain
CVPR 2021